feat: ajout de 7 nouveaux dashboards d'analyse avancée

- 🔥 Brute Force & Credential Stuffing (view_form_bruteforce_detected)
- 🧬 TCP/OS Spoofing (view_tcp_spoofing_detected, 86K détections)
- 📡 Header Fingerprint Clustering (agg_header_fingerprint_1h, 1374 clusters)
- ⏱️ Heatmap Temporelle (agg_host_ip_ja4_1h, pic à 20h)
- 🌍 Botnets Distribués / JA4 spread (view_host_ja4_anomalies)
- 🔄 Rotation JA4 & Persistance (view_host_ip_ja4_rotation + view_ip_recurrence)
- 🤖 Features ML / Radar (view_ai_features_1h, radar SVG + scatter plot)

Backend: 7 nouveaux router FastAPI avec requêtes ClickHouse optimisées
Frontend: 7 nouveaux composants React + navigation 'Analyse Avancée' dans la sidebar
Fixes: alias fuzzing_index → max_fuzzing (ORDER BY ClickHouse), normalisation IPs ::ffff:

Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
This commit is contained in:
SOC Analyst
2026-03-15 23:57:27 +01:00
parent 1455e04303
commit e2bc4a47cd
16 changed files with 3499 additions and 1 deletions

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import { useState, useEffect } from 'react';
import { useNavigate } from 'react-router-dom';
// ─── Types ────────────────────────────────────────────────────────────────────
interface BotnetItem {
ja4: string;
unique_ips: number;
unique_countries: number;
targeted_hosts: number;
distribution_score: number;
botnet_class: string;
}
interface BotnetSummary {
total_global_botnets: number;
total_ips_in_botnets: number;
most_spread_ja4: string;
most_ips_ja4: string;
}
interface CountryEntry {
country_code: string;
unique_ips: number;
hits: number;
}
type SortField = 'unique_ips' | 'unique_countries' | 'targeted_hosts';
// ─── Helpers ──────────────────────────────────────────────────────────────────
function formatNumber(n: number): string {
return n.toLocaleString('fr-FR');
}
function getCountryFlag(code: string): string {
if (!code || code.length !== 2) return '🌐';
return code
.toUpperCase()
.replace(/./g, (char) => String.fromCodePoint(char.charCodeAt(0) + 127397));
}
function botnetClassBadge(cls: string): { bg: string; text: string; label: string } {
switch (cls) {
case 'global':
return { bg: 'bg-threat-critical/20', text: 'text-threat-critical', label: '🌐 Global' };
case 'regional':
return { bg: 'bg-threat-high/20', text: 'text-threat-high', label: '🗺️ Régional' };
case 'concentrated':
return { bg: 'bg-threat-medium/20', text: 'text-threat-medium', label: '📍 Concentré' };
default:
return { bg: 'bg-background-card', text: 'text-text-secondary', label: cls };
}
}
// ─── Sub-components ───────────────────────────────────────────────────────────
function StatCard({ label, value, accent, mono }: { label: string; value: string | number; accent?: string; mono?: boolean }) {
return (
<div className="bg-background-secondary rounded-lg p-4 flex flex-col gap-1 border border-border">
<span className="text-text-secondary text-sm">{label}</span>
<span className={`text-xl font-bold truncate ${mono ? 'font-mono text-sm' : 'text-2xl'} ${accent ?? 'text-text-primary'}`} title={String(value)}>
{value}
</span>
</div>
);
}
function LoadingSpinner() {
return (
<div className="flex items-center justify-center py-12">
<div className="w-8 h-8 border-2 border-accent-primary border-t-transparent rounded-full animate-spin" />
</div>
);
}
function ErrorMessage({ message }: { message: string }) {
return (
<div className="bg-threat-critical/10 border border-threat-critical/30 rounded-lg p-4 text-threat-critical">
{message}
</div>
);
}
// ─── Botnet row with expandable countries ─────────────────────────────────────
function BotnetRow({
item,
onInvestigate,
}: {
item: BotnetItem;
onInvestigate: (ja4: string) => void;
}) {
const [expanded, setExpanded] = useState(false);
const [countries, setCountries] = useState<CountryEntry[]>([]);
const [countriesLoading, setCountriesLoading] = useState(false);
const [countriesError, setCountriesError] = useState<string | null>(null);
const [countriesLoaded, setCountriesLoaded] = useState(false);
const toggle = async () => {
setExpanded((prev) => !prev);
if (!countriesLoaded && !expanded) {
setCountriesLoading(true);
try {
const res = await fetch(`/api/botnets/ja4/${encodeURIComponent(item.ja4)}/countries?limit=30`);
if (!res.ok) throw new Error('Erreur chargement des pays');
const data: { countries: CountryEntry[] } = await res.json();
setCountries(data.countries ?? []);
setCountriesLoaded(true);
} catch (err) {
setCountriesError(err instanceof Error ? err.message : 'Erreur inconnue');
} finally {
setCountriesLoading(false);
}
}
};
const badge = botnetClassBadge(item.botnet_class);
return (
<>
<tr
className="border-b border-border hover:bg-background-card transition-colors cursor-pointer"
onClick={toggle}
>
<td className="px-4 py-3">
<span className="text-accent-primary text-xs mr-2">{expanded ? '▾' : '▸'}</span>
<span className="font-mono text-xs text-text-primary">{item.ja4 ? item.ja4.slice(0, 20) : '—'}</span>
</td>
<td className="px-4 py-3 text-text-primary">{formatNumber(item.unique_ips)}</td>
<td className="px-4 py-3 text-text-primary">
<span className="flex items-center gap-1">🌍 {formatNumber(item.unique_countries)}</span>
</td>
<td className="px-4 py-3 text-text-secondary">{formatNumber(item.targeted_hosts)}</td>
<td className="px-4 py-3">
<div className="flex items-center gap-2">
<div className="w-16 bg-background-card rounded-full h-1.5">
<div
className="h-1.5 rounded-full bg-accent-primary"
style={{ width: `${Math.min(item.distribution_score, 100)}%` }}
/>
</div>
<span className="text-xs text-text-secondary">{Math.round(item.distribution_score)}</span>
</div>
</td>
<td className="px-4 py-3">
<span className={`text-xs px-2 py-1 rounded-full ${badge.bg} ${badge.text}`}>{badge.label}</span>
</td>
<td className="px-4 py-3">
<button
onClick={(e) => { e.stopPropagation(); onInvestigate(item.ja4); }}
className="text-xs bg-accent-primary/10 text-accent-primary px-3 py-1 rounded hover:bg-accent-primary/20 transition-colors"
>
Investiguer JA4
</button>
</td>
</tr>
{expanded && (
<tr className="border-b border-border bg-background-card">
<td colSpan={7} className="px-6 py-4">
{countriesLoading ? (
<div className="flex items-center gap-2 text-text-secondary text-sm">
<div className="w-4 h-4 border-2 border-accent-primary border-t-transparent rounded-full animate-spin" />
Chargement des pays
</div>
) : countriesError ? (
<span className="text-threat-critical text-sm"> {countriesError}</span>
) : (
<div className="flex flex-wrap gap-2">
{countries.map((c) => (
<span
key={c.country_code}
title={`${c.country_code}: ${c.unique_ips} IPs, ${c.hits} hits`}
className="inline-flex items-center gap-1 bg-background-secondary border border-border rounded-full px-2 py-1 text-xs text-text-primary"
>
{getCountryFlag(c.country_code)} {c.country_code}
<span className="text-text-disabled">·</span>
<span className="text-accent-primary">{formatNumber(c.unique_ips)} IPs</span>
</span>
))}
</div>
)}
</td>
</tr>
)}
</>
);
}
// ─── Main Component ───────────────────────────────────────────────────────────
export function BotnetMapView() {
const navigate = useNavigate();
const [items, setItems] = useState<BotnetItem[]>([]);
const [loading, setLoading] = useState(true);
const [error, setError] = useState<string | null>(null);
const [summary, setSummary] = useState<BotnetSummary | null>(null);
const [summaryLoading, setSummaryLoading] = useState(true);
const [summaryError, setSummaryError] = useState<string | null>(null);
const [sortField, setSortField] = useState<SortField>('unique_ips');
useEffect(() => {
const fetchItems = async () => {
setLoading(true);
try {
const res = await fetch('/api/botnets/ja4-spread');
if (!res.ok) throw new Error('Erreur chargement des botnets');
const data: { items: BotnetItem[]; total: number } = await res.json();
setItems(data.items ?? []);
} catch (err) {
setError(err instanceof Error ? err.message : 'Erreur inconnue');
} finally {
setLoading(false);
}
};
const fetchSummary = async () => {
setSummaryLoading(true);
try {
const res = await fetch('/api/botnets/summary');
if (!res.ok) throw new Error('Erreur chargement du résumé');
const data: BotnetSummary = await res.json();
setSummary(data);
} catch (err) {
setSummaryError(err instanceof Error ? err.message : 'Erreur inconnue');
} finally {
setSummaryLoading(false);
}
};
fetchItems();
fetchSummary();
}, []);
const sortedItems = [...items].sort((a, b) => b[sortField] - a[sortField]);
const sortButton = (field: SortField, label: string) => (
<button
onClick={() => setSortField(field)}
className={`text-xs px-3 py-1.5 rounded transition-colors ${
sortField === field
? 'bg-accent-primary/20 text-accent-primary'
: 'text-text-secondary hover:text-text-primary'
}`}
>
{label}
</button>
);
return (
<div className="p-6 space-y-6 animate-fade-in">
{/* Header */}
<div>
<h1 className="text-2xl font-bold text-text-primary">🌍 Botnets Distribués</h1>
<p className="text-text-secondary mt-1">
Analyse de la distribution géographique des fingerprints JA4 pour détecter les botnets globaux.
</p>
</div>
{/* Stat cards */}
{summaryLoading ? (
<LoadingSpinner />
) : summaryError ? (
<ErrorMessage message={summaryError} />
) : summary ? (
<div className="grid grid-cols-4 gap-4">
<StatCard label="Botnets globaux (>100 pays)" value={formatNumber(summary.total_global_botnets)} accent="text-threat-critical" />
<StatCard label="Total IPs en botnets" value={formatNumber(summary.total_ips_in_botnets)} accent="text-threat-high" />
<StatCard label="JA4 le plus répandu" value={summary.most_spread_ja4 || '—'} accent="text-accent-primary" mono />
<StatCard label="JA4 avec le plus d'IPs" value={summary.most_ips_ja4 || '—'} accent="text-accent-primary" mono />
</div>
) : null}
{/* Sort controls */}
<div className="flex items-center gap-2">
<span className="text-text-secondary text-sm">Trier par :</span>
{sortButton('unique_ips', '🖥️ IPs')}
{sortButton('unique_countries', '🌍 Pays')}
{sortButton('targeted_hosts', '🎯 Hosts')}
</div>
{/* Table */}
<div className="bg-background-secondary rounded-lg border border-border overflow-hidden">
{loading ? (
<LoadingSpinner />
) : error ? (
<div className="p-4"><ErrorMessage message={error} /></div>
) : (
<table className="w-full text-sm">
<thead>
<tr className="border-b border-border text-text-secondary text-left">
<th className="px-4 py-3">JA4</th>
<th className="px-4 py-3">IPs</th>
<th className="px-4 py-3">Pays</th>
<th className="px-4 py-3">Hosts ciblés</th>
<th className="px-4 py-3">Score distribution</th>
<th className="px-4 py-3">Classe</th>
<th className="px-4 py-3"></th>
</tr>
</thead>
<tbody>
{sortedItems.map((item) => (
<BotnetRow
key={item.ja4}
item={item}
onInvestigate={(ja4) => navigate(`/investigation/ja4/${ja4}`)}
/>
))}
</tbody>
</table>
)}
</div>
</div>
);
}

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import { useState, useEffect } from 'react';
import { useNavigate } from 'react-router-dom';
// ─── Types ────────────────────────────────────────────────────────────────────
interface BruteForceTarget {
host: string;
unique_ips: number;
total_hits: number;
total_params: number;
attack_type: string;
top_ja4: string[];
}
interface BruteForceAttacker {
ip: string;
distinct_hosts: number;
total_hits: number;
total_params: number;
ja4: string;
}
interface TimelineHour {
hour: number;
hits: number;
ips: number;
}
type ActiveTab = 'targets' | 'attackers' | 'timeline';
// ─── Helpers ──────────────────────────────────────────────────────────────────
function formatNumber(n: number): string {
return n.toLocaleString('fr-FR');
}
// ─── Sub-components ───────────────────────────────────────────────────────────
function StatCard({ label, value, accent }: { label: string; value: string | number; accent?: string }) {
return (
<div className="bg-background-secondary rounded-lg p-4 flex flex-col gap-1 border border-border">
<span className="text-text-secondary text-sm">{label}</span>
<span className={`text-2xl font-bold ${accent ?? 'text-text-primary'}`}>{value}</span>
</div>
);
}
function LoadingSpinner() {
return (
<div className="flex items-center justify-center py-12">
<div className="w-8 h-8 border-2 border-accent-primary border-t-transparent rounded-full animate-spin" />
</div>
);
}
function ErrorMessage({ message }: { message: string }) {
return (
<div className="bg-threat-critical/10 border border-threat-critical/30 rounded-lg p-4 text-threat-critical">
{message}
</div>
);
}
// ─── Main Component ───────────────────────────────────────────────────────────
export function BruteForceView() {
const navigate = useNavigate();
const [activeTab, setActiveTab] = useState<ActiveTab>('targets');
const [targets, setTargets] = useState<BruteForceTarget[]>([]);
const [targetsTotal, setTargetsTotal] = useState(0);
const [targetsLoading, setTargetsLoading] = useState(true);
const [targetsError, setTargetsError] = useState<string | null>(null);
const [attackers, setAttackers] = useState<BruteForceAttacker[]>([]);
const [attackersLoading, setAttackersLoading] = useState(false);
const [attackersError, setAttackersError] = useState<string | null>(null);
const [attackersLoaded, setAttackersLoaded] = useState(false);
const [timeline, setTimeline] = useState<TimelineHour[]>([]);
const [timelineLoading, setTimelineLoading] = useState(false);
const [timelineError, setTimelineError] = useState<string | null>(null);
const [timelineLoaded, setTimelineLoaded] = useState(false);
useEffect(() => {
const fetchTargets = async () => {
setTargetsLoading(true);
try {
const res = await fetch('/api/bruteforce/targets');
if (!res.ok) throw new Error('Erreur chargement des cibles');
const data: { items: BruteForceTarget[]; total: number } = await res.json();
setTargets(data.items ?? []);
setTargetsTotal(data.total ?? 0);
} catch (err) {
setTargetsError(err instanceof Error ? err.message : 'Erreur inconnue');
} finally {
setTargetsLoading(false);
}
};
fetchTargets();
}, []);
const loadAttackers = async () => {
if (attackersLoaded) return;
setAttackersLoading(true);
try {
const res = await fetch('/api/bruteforce/attackers?limit=50');
if (!res.ok) throw new Error('Erreur chargement des attaquants');
const data: { items: BruteForceAttacker[] } = await res.json();
setAttackers(data.items ?? []);
setAttackersLoaded(true);
} catch (err) {
setAttackersError(err instanceof Error ? err.message : 'Erreur inconnue');
} finally {
setAttackersLoading(false);
}
};
const loadTimeline = async () => {
if (timelineLoaded) return;
setTimelineLoading(true);
try {
const res = await fetch('/api/bruteforce/timeline');
if (!res.ok) throw new Error('Erreur chargement de la timeline');
const data: { hours: TimelineHour[] } = await res.json();
setTimeline(data.hours ?? []);
setTimelineLoaded(true);
} catch (err) {
setTimelineError(err instanceof Error ? err.message : 'Erreur inconnue');
} finally {
setTimelineLoading(false);
}
};
const handleTabChange = (tab: ActiveTab) => {
setActiveTab(tab);
if (tab === 'attackers') loadAttackers();
if (tab === 'timeline') loadTimeline();
};
const totalHits = targets.reduce((s, t) => s + t.total_hits, 0);
const maxHits = timeline.length > 0 ? Math.max(...timeline.map((h) => h.hits)) : 1;
const peakHour = timeline.reduce(
(best, h) => (h.hits > best.hits ? h : best),
{ hour: 0, hits: 0, ips: 0 }
);
const tabs: { id: ActiveTab; label: string }[] = [
{ id: 'targets', label: '🎯 Cibles' },
{ id: 'attackers', label: '⚔️ Attaquants' },
{ id: 'timeline', label: '⏱️ Timeline' },
];
return (
<div className="p-6 space-y-6 animate-fade-in">
{/* Header */}
<div>
<h1 className="text-2xl font-bold text-text-primary">🔥 Brute Force & Credential Stuffing</h1>
<p className="text-text-secondary mt-1">
Détection des attaques par force brute, credential stuffing et énumération de paramètres.
</p>
</div>
{/* Stat cards */}
<div className="grid grid-cols-3 gap-4">
<StatCard label="Cibles détectées" value={formatNumber(targetsTotal)} accent="text-threat-high" />
<StatCard
label="IPs attaquantes"
value={attackersLoaded ? formatNumber(attackers.length) : '—'}
accent="text-threat-critical"
/>
<StatCard label="Total hits" value={formatNumber(totalHits)} accent="text-text-primary" />
</div>
{/* Tabs */}
<div className="flex gap-2 border-b border-border">
{tabs.map((tab) => (
<button
key={tab.id}
onClick={() => handleTabChange(tab.id)}
className={`px-4 py-2 text-sm font-medium transition-colors ${
activeTab === tab.id
? 'text-accent-primary border-b-2 border-accent-primary'
: 'text-text-secondary hover:text-text-primary'
}`}
>
{tab.label}
</button>
))}
</div>
{/* Cibles tab */}
{activeTab === 'targets' && (
<div className="bg-background-secondary rounded-lg border border-border overflow-hidden">
{targetsLoading ? (
<LoadingSpinner />
) : targetsError ? (
<div className="p-4"><ErrorMessage message={targetsError} /></div>
) : (
<table className="w-full text-sm">
<thead>
<tr className="border-b border-border text-text-secondary text-left">
<th className="px-4 py-3">Host</th>
<th className="px-4 py-3">IPs distinctes</th>
<th className="px-4 py-3">Total hits</th>
<th className="px-4 py-3">Params combos</th>
<th className="px-4 py-3">Type d'attaque</th>
<th className="px-4 py-3">Top JA4</th>
<th className="px-4 py-3"></th>
</tr>
</thead>
<tbody>
{targets.map((t) => (
<tr key={t.host} className="border-b border-border hover:bg-background-card transition-colors">
<td className="px-4 py-3 font-mono text-text-primary text-xs">{t.host}</td>
<td className="px-4 py-3 text-text-primary">{formatNumber(t.unique_ips)}</td>
<td className="px-4 py-3 text-text-primary">{formatNumber(t.total_hits)}</td>
<td className="px-4 py-3 text-text-primary">{formatNumber(t.total_params)}</td>
<td className="px-4 py-3">
{t.attack_type === 'credential_stuffing' ? (
<span className="bg-threat-critical/20 text-threat-critical text-xs px-2 py-1 rounded-full">
💳 Credential Stuffing
</span>
) : (
<span className="bg-threat-high/20 text-threat-high text-xs px-2 py-1 rounded-full">
🔍 Énumération
</span>
)}
</td>
<td className="px-4 py-3">
<div className="flex flex-wrap gap-1">
{(t.top_ja4 ?? []).slice(0, 3).map((ja4) => (
<span key={ja4} className="font-mono text-xs bg-background-card px-1.5 py-0.5 rounded border border-border text-text-secondary">
{ja4.slice(0, 12)}…
</span>
))}
</div>
</td>
<td className="px-4 py-3">
<button
onClick={() => navigate(`/investigation/${t.host}`)}
className="text-xs bg-accent-primary/10 text-accent-primary px-3 py-1 rounded hover:bg-accent-primary/20 transition-colors"
>
Voir détails
</button>
</td>
</tr>
))}
</tbody>
</table>
)}
</div>
)}
{/* Attaquants tab */}
{activeTab === 'attackers' && (
<div className="bg-background-secondary rounded-lg border border-border overflow-hidden">
{attackersLoading ? (
<LoadingSpinner />
) : attackersError ? (
<div className="p-4"><ErrorMessage message={attackersError} /></div>
) : (
<table className="w-full text-sm">
<thead>
<tr className="border-b border-border text-text-secondary text-left">
<th className="px-4 py-3">IP</th>
<th className="px-4 py-3">Hosts ciblés</th>
<th className="px-4 py-3">Hits</th>
<th className="px-4 py-3">Params</th>
<th className="px-4 py-3">JA4</th>
<th className="px-4 py-3"></th>
</tr>
</thead>
<tbody>
{attackers.map((a) => (
<tr key={a.ip} className="border-b border-border hover:bg-background-card transition-colors">
<td className="px-4 py-3 font-mono text-text-primary text-xs">{a.ip}</td>
<td className="px-4 py-3 text-text-primary">{a.distinct_hosts}</td>
<td className="px-4 py-3 text-text-primary">{formatNumber(a.total_hits)}</td>
<td className="px-4 py-3 text-text-primary">{formatNumber(a.total_params)}</td>
<td className="px-4 py-3 font-mono text-xs text-text-secondary">{a.ja4 ? a.ja4.slice(0, 16) : ''}…</td>
<td className="px-4 py-3">
<button
onClick={() => navigate(`/investigation/${a.ip}`)}
className="text-xs bg-threat-high/10 text-threat-high px-3 py-1 rounded hover:bg-threat-high/20 transition-colors"
>
Investiguer
</button>
</td>
</tr>
))}
</tbody>
</table>
)}
</div>
)}
{/* Timeline tab */}
{activeTab === 'timeline' && (
<div className="bg-background-secondary rounded-lg border border-border p-6">
{timelineLoading ? (
<LoadingSpinner />
) : timelineError ? (
<ErrorMessage message={timelineError} />
) : (
<>
<div className="flex items-center justify-between mb-4">
<h2 className="text-text-primary font-semibold">Activité par heure</h2>
{peakHour.hits > 0 && (
<span className="text-xs text-text-secondary">
Pic : <span className="text-threat-critical font-medium">{peakHour.hour}h</span> ({formatNumber(peakHour.hits)} hits)
</span>
)}
</div>
<div className="flex items-end gap-1 h-48">
{Array.from({ length: 24 }, (_, i) => {
const entry = timeline.find((h) => h.hour === i) ?? { hour: i, hits: 0, ips: 0 };
const pct = maxHits > 0 ? (entry.hits / maxHits) * 100 : 0;
const isPeak = entry.hour === peakHour.hour && entry.hits > 0;
return (
<div key={i} className="flex flex-col items-center flex-1 gap-1">
<div className="w-full flex flex-col justify-end" style={{ height: '160px' }}>
<div
title={`${i}h: ${entry.hits} hits, ${entry.ips} IPs`}
style={{ height: `${Math.max(pct, 1)}%` }}
className={`w-full rounded-t transition-all ${
isPeak
? 'bg-threat-critical'
: pct >= 70
? 'bg-threat-high'
: pct >= 30
? 'bg-threat-medium'
: 'bg-accent-primary/60'
}`}
/>
</div>
<span className="text-text-disabled text-xs">{i}</span>
</div>
);
})}
</div>
<div className="flex gap-4 mt-4 text-xs text-text-secondary">
<span className="flex items-center gap-1"><span className="w-3 h-3 bg-threat-critical rounded-sm inline-block" /> Pic</span>
<span className="flex items-center gap-1"><span className="w-3 h-3 bg-threat-high rounded-sm inline-block" /> Élevé (≥70%)</span>
<span className="flex items-center gap-1"><span className="w-3 h-3 bg-threat-medium rounded-sm inline-block" /> Moyen (≥30%)</span>
<span className="flex items-center gap-1"><span className="w-3 h-3 bg-accent-primary/60 rounded-sm inline-block" /> Faible</span>
</div>
</>
)}
</div>
)}
{/* Summary */}
{activeTab === 'targets' && !targetsLoading && !targetsError && (
<p className="text-text-secondary text-xs">{formatNumber(targetsTotal)} cible(s) détectée(s)</p>
)}
</div>
);
}

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@ -0,0 +1,302 @@
import { useState, useEffect } from 'react';
import { useNavigate } from 'react-router-dom';
// ─── Types ────────────────────────────────────────────────────────────────────
interface HeaderCluster {
hash: string;
unique_ips: number;
avg_browser_score: number;
ua_ch_mismatch_count: number;
ua_ch_mismatch_pct: number;
top_sec_fetch_modes: string[];
has_cookie_pct: number;
has_referer_pct: number;
classification: string;
}
interface ClusterIP {
ip: string;
browser_score: number;
ua_ch_mismatch: boolean;
sec_fetch_mode: string;
sec_fetch_dest: string;
}
// ─── Helpers ──────────────────────────────────────────────────────────────────
function formatNumber(n: number): string {
return n.toLocaleString('fr-FR');
}
function mismatchColor(pct: number): string {
if (pct > 50) return 'text-threat-critical';
if (pct > 10) return 'text-threat-medium';
return 'text-threat-low';
}
function browserScoreColor(score: number): string {
if (score >= 70) return 'bg-threat-low';
if (score >= 40) return 'bg-threat-medium';
return 'bg-threat-critical';
}
function classificationBadge(cls: string): { bg: string; text: string; label: string } {
switch (cls) {
case 'bot':
return { bg: 'bg-threat-critical/20', text: 'text-threat-critical', label: '🤖 Bot' };
case 'suspicious':
return { bg: 'bg-threat-high/20', text: 'text-threat-high', label: '⚠️ Suspect' };
case 'legitimate':
return { bg: 'bg-threat-low/20', text: 'text-threat-low', label: '✅ Légitime' };
default:
return { bg: 'bg-background-card', text: 'text-text-secondary', label: cls };
}
}
// ─── Sub-components ───────────────────────────────────────────────────────────
function StatCard({ label, value, accent }: { label: string; value: string | number; accent?: string }) {
return (
<div className="bg-background-secondary rounded-lg p-4 flex flex-col gap-1 border border-border">
<span className="text-text-secondary text-sm">{label}</span>
<span className={`text-2xl font-bold ${accent ?? 'text-text-primary'}`}>{value}</span>
</div>
);
}
function LoadingSpinner() {
return (
<div className="flex items-center justify-center py-12">
<div className="w-8 h-8 border-2 border-accent-primary border-t-transparent rounded-full animate-spin" />
</div>
);
}
function ErrorMessage({ message }: { message: string }) {
return (
<div className="bg-threat-critical/10 border border-threat-critical/30 rounded-lg p-4 text-threat-critical">
{message}
</div>
);
}
// ─── Cluster row with expandable IPs ─────────────────────────────────────────
function ClusterRow({
cluster,
onInvestigateIP,
}: {
cluster: HeaderCluster;
onInvestigateIP: (ip: string) => void;
}) {
const [expanded, setExpanded] = useState(false);
const [clusterIPs, setClusterIPs] = useState<ClusterIP[]>([]);
const [ipsLoading, setIpsLoading] = useState(false);
const [ipsError, setIpsError] = useState<string | null>(null);
const [ipsLoaded, setIpsLoaded] = useState(false);
const toggle = async () => {
setExpanded((prev) => !prev);
if (!ipsLoaded && !expanded) {
setIpsLoading(true);
try {
const res = await fetch(`/api/headers/cluster/${cluster.hash}/ips?limit=50`);
if (!res.ok) throw new Error('Erreur chargement IPs');
const data: { ips: ClusterIP[] } = await res.json();
setClusterIPs(data.ips ?? []);
setIpsLoaded(true);
} catch (err) {
setIpsError(err instanceof Error ? err.message : 'Erreur inconnue');
} finally {
setIpsLoading(false);
}
}
};
const badge = classificationBadge(cluster.classification);
return (
<>
<tr
className="border-b border-border hover:bg-background-card transition-colors cursor-pointer"
onClick={toggle}
>
<td className="px-4 py-3">
<span className="text-accent-primary text-xs mr-2">{expanded ? '▾' : '▸'}</span>
<span className="font-mono text-xs text-text-primary">{cluster.hash.slice(0, 16)}</span>
</td>
<td className="px-4 py-3 text-text-primary">{formatNumber(cluster.unique_ips)}</td>
<td className="px-4 py-3">
<div className="flex items-center gap-2">
<div className="w-20 bg-background-card rounded-full h-2">
<div
className={`h-2 rounded-full ${browserScoreColor(cluster.avg_browser_score)}`}
style={{ width: `${cluster.avg_browser_score}%` }}
/>
</div>
<span className="text-xs text-text-secondary">{Math.round(cluster.avg_browser_score)}</span>
</div>
</td>
<td className={`px-4 py-3 font-semibold text-sm ${mismatchColor(cluster.ua_ch_mismatch_pct)}`}>
{Math.round(cluster.ua_ch_mismatch_pct)}%
</td>
<td className="px-4 py-3">
<span className={`text-xs px-2 py-1 rounded-full ${badge.bg} ${badge.text}`}>{badge.label}</span>
</td>
<td className="px-4 py-3">
<div className="flex flex-wrap gap-1">
{(cluster.top_sec_fetch_modes ?? []).slice(0, 3).map((mode) => (
<span key={mode} className="text-xs bg-background-card border border-border px-1.5 py-0.5 rounded text-text-secondary">
{mode}
</span>
))}
</div>
</td>
</tr>
{expanded && (
<tr className="border-b border-border bg-background-card">
<td colSpan={6} className="px-6 py-4">
{ipsLoading ? (
<div className="flex items-center gap-2 text-text-secondary text-sm">
<div className="w-4 h-4 border-2 border-accent-primary border-t-transparent rounded-full animate-spin" />
Chargement des IPs
</div>
) : ipsError ? (
<span className="text-threat-critical text-sm"> {ipsError}</span>
) : (
<div className="overflow-auto max-h-64">
<table className="w-full text-xs">
<thead>
<tr className="text-text-secondary">
<th className="text-left py-1 pr-4">IP</th>
<th className="text-left py-1 pr-4">Browser Score</th>
<th className="text-left py-1 pr-4">UA/CH Mismatch</th>
<th className="text-left py-1 pr-4">Sec-Fetch Mode</th>
<th className="text-left py-1 pr-4">Sec-Fetch Dest</th>
<th />
</tr>
</thead>
<tbody>
{clusterIPs.map((ip) => (
<tr key={ip.ip} className="border-t border-border/50">
<td className="py-1.5 pr-4 font-mono text-text-primary">{ip.ip}</td>
<td className="py-1.5 pr-4">
<span className={ip.browser_score >= 70 ? 'text-threat-low' : ip.browser_score >= 40 ? 'text-threat-medium' : 'text-threat-critical'}>
{Math.round(ip.browser_score)}
</span>
</td>
<td className="py-1.5 pr-4">
{ip.ua_ch_mismatch ? (
<span className="text-threat-critical"> Oui</span>
) : (
<span className="text-threat-low"> Non</span>
)}
</td>
<td className="py-1.5 pr-4 text-text-secondary">{ip.sec_fetch_mode || '—'}</td>
<td className="py-1.5 pr-4 text-text-secondary">{ip.sec_fetch_dest || '—'}</td>
<td className="py-1.5">
<button
onClick={(e) => { e.stopPropagation(); onInvestigateIP(ip.ip); }}
className="bg-accent-primary/10 text-accent-primary px-2 py-0.5 rounded hover:bg-accent-primary/20 transition-colors"
>
Investiguer
</button>
</td>
</tr>
))}
</tbody>
</table>
</div>
)}
</td>
</tr>
)}
</>
);
}
// ─── Main Component ───────────────────────────────────────────────────────────
export function HeaderFingerprintView() {
const navigate = useNavigate();
const [clusters, setClusters] = useState<HeaderCluster[]>([]);
const [totalClusters, setTotalClusters] = useState(0);
const [loading, setLoading] = useState(true);
const [error, setError] = useState<string | null>(null);
useEffect(() => {
const fetchClusters = async () => {
setLoading(true);
try {
const res = await fetch('/api/headers/clusters?limit=50');
if (!res.ok) throw new Error('Erreur chargement des clusters');
const data: { clusters: HeaderCluster[]; total_clusters: number } = await res.json();
setClusters(data.clusters ?? []);
setTotalClusters(data.total_clusters ?? 0);
} catch (err) {
setError(err instanceof Error ? err.message : 'Erreur inconnue');
} finally {
setLoading(false);
}
};
fetchClusters();
}, []);
const suspiciousClusters = clusters.filter((c) => c.ua_ch_mismatch_pct > 50).length;
const legitimateClusters = clusters.filter((c) => c.classification === 'legitimate').length;
return (
<div className="p-6 space-y-6 animate-fade-in">
{/* Header */}
<div>
<h1 className="text-2xl font-bold text-text-primary">📡 Fingerprint HTTP Headers</h1>
<p className="text-text-secondary mt-1">
Clustering par ordre et composition des headers HTTP pour identifier les bots et fingerprints suspects.
</p>
</div>
{/* Stat cards */}
<div className="grid grid-cols-3 gap-4">
<StatCard label="Total clusters" value={formatNumber(totalClusters)} accent="text-text-primary" />
<StatCard label="Clusters suspects (UA/CH >50%)" value={formatNumber(suspiciousClusters)} accent="text-threat-critical" />
<StatCard label="Clusters légitimes" value={formatNumber(legitimateClusters)} accent="text-threat-low" />
</div>
{/* Table */}
<div className="bg-background-secondary rounded-lg border border-border overflow-hidden">
{loading ? (
<LoadingSpinner />
) : error ? (
<div className="p-4"><ErrorMessage message={error} /></div>
) : (
<table className="w-full text-sm">
<thead>
<tr className="border-b border-border text-text-secondary text-left">
<th className="px-4 py-3">Hash cluster</th>
<th className="px-4 py-3">IPs</th>
<th className="px-4 py-3">Browser Score</th>
<th className="px-4 py-3">UA/CH Mismatch %</th>
<th className="px-4 py-3">Classification</th>
<th className="px-4 py-3">Sec-Fetch modes</th>
</tr>
</thead>
<tbody>
{clusters.map((cluster) => (
<ClusterRow
key={cluster.hash}
cluster={cluster}
onInvestigateIP={(ip) => navigate(`/investigation/${ip}`)}
/>
))}
</tbody>
</table>
)}
</div>
{!loading && !error && (
<p className="text-text-secondary text-xs">{formatNumber(totalClusters)} cluster(s) détecté(s)</p>
)}
</div>
);
}

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import { useState, useEffect } from 'react';
// ─── Types ────────────────────────────────────────────────────────────────────
interface HourlyEntry {
hour: number;
hits: number;
unique_ips: number;
max_rps: number;
}
interface TopHost {
host: string;
total_hits: number;
unique_ips: number;
unique_ja4s: number;
hourly_hits: number[];
}
interface HeatmapMatrix {
hosts: string[];
matrix: number[][];
}
// ─── Helpers ──────────────────────────────────────────────────────────────────
function formatNumber(n: number): string {
return n.toLocaleString('fr-FR');
}
function heatmapCellStyle(value: number, maxValue: number): React.CSSProperties {
if (maxValue === 0 || value === 0) return { backgroundColor: 'transparent' };
const ratio = value / maxValue;
if (ratio >= 0.75) return { backgroundColor: 'rgba(239, 68, 68, 0.85)' };
if (ratio >= 0.5) return { backgroundColor: 'rgba(168, 85, 247, 0.7)' };
if (ratio >= 0.25) return { backgroundColor: 'rgba(59, 130, 246, 0.6)' };
if (ratio >= 0.05) return { backgroundColor: 'rgba(96, 165, 250, 0.35)' };
return { backgroundColor: 'rgba(147, 197, 253, 0.15)' };
}
// ─── Sub-components ───────────────────────────────────────────────────────────
function StatCard({ label, value, accent }: { label: string; value: string | number; accent?: string }) {
return (
<div className="bg-background-secondary rounded-lg p-4 flex flex-col gap-1 border border-border">
<span className="text-text-secondary text-sm">{label}</span>
<span className={`text-2xl font-bold ${accent ?? 'text-text-primary'}`}>{value}</span>
</div>
);
}
function LoadingSpinner() {
return (
<div className="flex items-center justify-center py-12">
<div className="w-8 h-8 border-2 border-accent-primary border-t-transparent rounded-full animate-spin" />
</div>
);
}
function ErrorMessage({ message }: { message: string }) {
return (
<div className="bg-threat-critical/10 border border-threat-critical/30 rounded-lg p-4 text-threat-critical">
{message}
</div>
);
}
// Mini sparkline for a host row
function Sparkline({ data }: { data: number[] }) {
const max = Math.max(...data, 1);
return (
<div className="flex items-end gap-px" style={{ height: '24px', width: '96px' }}>
{data.map((v, i) => {
const pct = (v / max) * 100;
return (
<div
key={i}
style={{ height: `${Math.max(pct, 5)}%`, width: '4px' }}
className={`rounded-sm ${pct >= 70 ? 'bg-threat-critical' : pct >= 30 ? 'bg-threat-medium' : 'bg-accent-primary/50'}`}
/>
);
})}
</div>
);
}
// ─── Main Component ───────────────────────────────────────────────────────────
export function HeatmapView() {
const [hourly, setHourly] = useState<HourlyEntry[]>([]);
const [hourlyLoading, setHourlyLoading] = useState(true);
const [hourlyError, setHourlyError] = useState<string | null>(null);
const [topHosts, setTopHosts] = useState<TopHost[]>([]);
const [topHostsLoading, setTopHostsLoading] = useState(true);
const [topHostsError, setTopHostsError] = useState<string | null>(null);
const [matrixData, setMatrixData] = useState<HeatmapMatrix | null>(null);
const [matrixLoading, setMatrixLoading] = useState(true);
const [matrixError, setMatrixError] = useState<string | null>(null);
useEffect(() => {
const fetchHourly = async () => {
try {
const res = await fetch('/api/heatmap/hourly');
if (!res.ok) throw new Error('Erreur chargement courbe horaire');
const data: { hours: HourlyEntry[] } = await res.json();
setHourly(data.hours ?? []);
} catch (err) {
setHourlyError(err instanceof Error ? err.message : 'Erreur inconnue');
} finally {
setHourlyLoading(false);
}
};
const fetchTopHosts = async () => {
try {
const res = await fetch('/api/heatmap/top-hosts?limit=20');
if (!res.ok) throw new Error('Erreur chargement top hosts');
const data: { hosts: TopHost[] } = await res.json();
setTopHosts(data.hosts ?? []);
} catch (err) {
setTopHostsError(err instanceof Error ? err.message : 'Erreur inconnue');
} finally {
setTopHostsLoading(false);
}
};
const fetchMatrix = async () => {
try {
const res = await fetch('/api/heatmap/matrix');
if (!res.ok) throw new Error('Erreur chargement heatmap matrix');
const data: HeatmapMatrix = await res.json();
setMatrixData(data);
} catch (err) {
setMatrixError(err instanceof Error ? err.message : 'Erreur inconnue');
} finally {
setMatrixLoading(false);
}
};
fetchHourly();
fetchTopHosts();
fetchMatrix();
}, []);
const peakHour = hourly.reduce((best, h) => (h.hits > best.hits ? h : best), { hour: 0, hits: 0, unique_ips: 0, max_rps: 0 });
const totalHits = hourly.reduce((s, h) => s + h.hits, 0);
const maxHits = hourly.length > 0 ? Math.max(...hourly.map((h) => h.hits)) : 1;
const matrixMax = matrixData
? Math.max(...matrixData.matrix.flatMap((row) => row), 1)
: 1;
const displayHosts = matrixData ? matrixData.hosts.slice(0, 15) : [];
return (
<div className="p-6 space-y-8 animate-fade-in">
{/* Header */}
<div>
<h1 className="text-2xl font-bold text-text-primary"> Heatmap Temporelle d'Attaques</h1>
<p className="text-text-secondary mt-1">
Distribution horaire de l'activité malveillante par host cible.
</p>
</div>
{/* Stat cards */}
<div className="grid grid-cols-3 gap-4">
<StatCard
label="Heure de pic"
value={peakHour.hits > 0 ? `${peakHour.hour}h (${formatNumber(peakHour.hits)} hits)` : '—'}
accent="text-threat-critical"
/>
<StatCard label="Total hits (24h)" value={formatNumber(totalHits)} accent="text-text-primary" />
<StatCard label="Hosts ciblés" value={formatNumber(matrixData?.hosts.length ?? 0)} accent="text-threat-high" />
</div>
{/* Section 1: Courbe horaire */}
<div className="bg-background-secondary rounded-lg border border-border p-6">
<h2 className="text-text-primary font-semibold mb-4">Activité horaire 24h</h2>
{hourlyLoading ? (
<LoadingSpinner />
) : hourlyError ? (
<ErrorMessage message={hourlyError} />
) : (
<>
<div className="flex items-end gap-1" style={{ height: '160px' }}>
{Array.from({ length: 24 }, (_, i) => {
const entry = hourly.find((h) => h.hour === i) ?? { hour: i, hits: 0, unique_ips: 0, max_rps: 0 };
const pct = maxHits > 0 ? (entry.hits / maxHits) * 100 : 0;
return (
<div key={i} className="flex flex-col items-center flex-1 gap-1 h-full">
<div className="w-full flex flex-col justify-end flex-1">
<div
title={`${i}h: ${entry.hits} hits`}
style={{ height: `${Math.max(pct, 1)}%` }}
className={`w-full rounded-t transition-all ${
pct >= 70 ? 'bg-threat-critical' : pct >= 30 ? 'bg-threat-medium' : 'bg-accent-primary/60'
}`}
/>
</div>
<span className="text-text-disabled text-xs">{i}</span>
</div>
);
})}
</div>
<div className="flex gap-4 mt-3 text-xs text-text-secondary">
<span className="flex items-center gap-1"><span className="w-3 h-3 bg-threat-critical rounded-sm inline-block" /> Élevé (70%)</span>
<span className="flex items-center gap-1"><span className="w-3 h-3 bg-threat-medium rounded-sm inline-block" /> Moyen (30%)</span>
<span className="flex items-center gap-1"><span className="w-3 h-3 bg-accent-primary/60 rounded-sm inline-block" /> Faible</span>
</div>
</>
)}
</div>
{/* Section 2: Heatmap matrix */}
<div className="bg-background-secondary rounded-lg border border-border p-6">
<h2 className="text-text-primary font-semibold mb-4">Heatmap Host × Heure</h2>
{matrixLoading ? (
<LoadingSpinner />
) : matrixError ? (
<ErrorMessage message={matrixError} />
) : !matrixData || displayHosts.length === 0 ? (
<p className="text-text-secondary text-sm">Aucune donnée disponible.</p>
) : (
<div className="overflow-auto">
<div className="inline-block min-w-full">
{/* Hour headers */}
<div className="flex" style={{ marginLeft: '180px' }}>
{Array.from({ length: 24 }, (_, i) => (
<div key={i} className="text-center text-xs text-text-disabled" style={{ width: '28px', minWidth: '28px' }}>
{i}
</div>
))}
</div>
{/* Rows */}
{displayHosts.map((host, rowIdx) => {
const rowData = matrixData.matrix[rowIdx] ?? Array(24).fill(0);
return (
<div key={host} className="flex items-center" style={{ height: '24px', marginBottom: '2px' }}>
<div className="text-xs text-text-secondary truncate text-right pr-2" style={{ width: '180px', minWidth: '180px' }} title={host}>
{host}
</div>
{Array.from({ length: 24 }, (_, h) => {
const val = rowData[h] ?? 0;
return (
<div
key={h}
title={`${host} ${h}h: ${val} hits`}
style={{
width: '26px',
minWidth: '26px',
height: '20px',
marginRight: '2px',
borderRadius: '2px',
...heatmapCellStyle(val, matrixMax),
}}
/>
);
})}
</div>
);
})}
</div>
<div className="flex gap-3 mt-4 text-xs text-text-secondary items-center">
<span>Intensité :</span>
{[
{ label: 'Nul', style: { backgroundColor: 'transparent', border: '1px solid rgba(255,255,255,0.1)' } },
{ label: 'Très faible', style: { backgroundColor: 'rgba(147, 197, 253, 0.15)' } },
{ label: 'Faible', style: { backgroundColor: 'rgba(96, 165, 250, 0.35)' } },
{ label: 'Moyen', style: { backgroundColor: 'rgba(59, 130, 246, 0.6)' } },
{ label: 'Élevé', style: { backgroundColor: 'rgba(168, 85, 247, 0.7)' } },
{ label: 'Critique', style: { backgroundColor: 'rgba(239, 68, 68, 0.85)' } },
].map(({ label, style }) => (
<span key={label} className="flex items-center gap-1">
<span style={{ ...style, display: 'inline-block', width: '14px', height: '14px', borderRadius: '2px' }} />
{label}
</span>
))}
</div>
</div>
)}
</div>
{/* Section 3: Top hosts table */}
<div className="bg-background-secondary rounded-lg border border-border overflow-hidden">
<div className="px-6 py-4 border-b border-border">
<h2 className="text-text-primary font-semibold">Top Hosts ciblés</h2>
</div>
{topHostsLoading ? (
<LoadingSpinner />
) : topHostsError ? (
<div className="p-4"><ErrorMessage message={topHostsError} /></div>
) : (
<table className="w-full text-sm">
<thead>
<tr className="border-b border-border text-text-secondary text-left">
<th className="px-4 py-3">Host</th>
<th className="px-4 py-3">Total hits</th>
<th className="px-4 py-3">IPs uniques</th>
<th className="px-4 py-3">JA4 uniques</th>
<th className="px-4 py-3">Activité 24h</th>
</tr>
</thead>
<tbody>
{topHosts.map((h) => (
<tr key={h.host} className="border-b border-border hover:bg-background-card transition-colors">
<td className="px-4 py-3 font-mono text-xs text-text-primary">{h.host}</td>
<td className="px-4 py-3 text-text-primary">{formatNumber(h.total_hits)}</td>
<td className="px-4 py-3 text-text-secondary">{formatNumber(h.unique_ips)}</td>
<td className="px-4 py-3 text-text-secondary">{formatNumber(h.unique_ja4s)}</td>
<td className="px-4 py-3">
<Sparkline data={h.hourly_hits ?? Array(24).fill(0)} />
</td>
</tr>
))}
</tbody>
</table>
)}
</div>
</div>
);
}

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import { useState, useEffect } from 'react';
import { useNavigate } from 'react-router-dom';
// ─── Types ────────────────────────────────────────────────────────────────────
interface MLAnomaly {
ip: string;
ja4: string;
host: string;
hits: number;
fuzzing_index: number;
hit_velocity: number;
temporal_entropy: number;
is_fake_navigation: boolean;
ua_ch_mismatch: boolean;
sni_host_mismatch: boolean;
is_ua_rotating: boolean;
path_diversity_ratio: number;
anomalous_payload_ratio: number;
asn_label: string;
bot_name: string;
attack_type: string;
}
interface RadarData {
ip: string;
fuzzing_score: number;
velocity_score: number;
fake_nav_score: number;
ua_mismatch_score: number;
sni_mismatch_score: number;
orphan_score: number;
path_repetition_score: number;
payload_anomaly_score: number;
}
interface ScatterPoint {
ip: string;
ja4: string;
fuzzing_index: number;
hit_velocity: number;
hits: number;
attack_type: string;
}
// ─── Helpers ──────────────────────────────────────────────────────────────────
function formatNumber(n: number): string {
return n.toLocaleString('fr-FR');
}
function attackTypeEmoji(type: string): string {
switch (type) {
case 'brute_force': return '🔑';
case 'flood': return '🌊';
case 'scraper': return '🕷️';
case 'spoofing': return '🎭';
case 'scanner': return '🔍';
default: return '❓';
}
}
function attackTypeColor(type: string): string {
switch (type) {
case 'brute_force': return '#ef4444';
case 'flood': return '#3b82f6';
case 'scraper': return '#a855f7';
case 'spoofing': return '#f97316';
case 'scanner': return '#eab308';
default: return '#6b7280';
}
}
function fuzzingBadgeClass(value: number): string {
if (value >= 200) return 'bg-threat-critical/20 text-threat-critical';
if (value >= 100) return 'bg-threat-high/20 text-threat-high';
if (value >= 50) return 'bg-threat-medium/20 text-threat-medium';
return 'bg-background-card text-text-secondary';
}
// ─── Sub-components ───────────────────────────────────────────────────────────
function LoadingSpinner() {
return (
<div className="flex items-center justify-center py-12">
<div className="w-8 h-8 border-2 border-accent-primary border-t-transparent rounded-full animate-spin" />
</div>
);
}
function ErrorMessage({ message }: { message: string }) {
return (
<div className="bg-threat-critical/10 border border-threat-critical/30 rounded-lg p-4 text-threat-critical">
{message}
</div>
);
}
// ─── Radar Chart (SVG octagonal) ─────────────────────────────────────────────
const RADAR_AXES = [
{ key: 'fuzzing_score', label: 'Fuzzing' },
{ key: 'velocity_score', label: 'Vélocité' },
{ key: 'fake_nav_score', label: 'Fausse nav' },
{ key: 'ua_mismatch_score', label: 'UA/CH mismatch' },
{ key: 'sni_mismatch_score', label: 'SNI mismatch' },
{ key: 'orphan_score', label: 'Orphan ratio' },
{ key: 'path_repetition_score', label: 'Répétition URL' },
{ key: 'payload_anomaly_score', label: 'Payload anormal' },
] as const;
type RadarKey = typeof RADAR_AXES[number]['key'];
function RadarChart({ data }: { data: RadarData }) {
const size = 280;
const cx = size / 2;
const cy = size / 2;
const maxR = 100;
const n = RADAR_AXES.length;
const angleOf = (i: number) => (i * 2 * Math.PI) / n - Math.PI / 2;
const pointFor = (i: number, r: number): [number, number] => {
const a = angleOf(i);
return [cx + r * Math.cos(a), cy + r * Math.sin(a)];
};
// Background rings (at 25%, 50%, 75%, 100%)
const rings = [25, 50, 75, 100];
const dataPoints = RADAR_AXES.map((axis, i) => {
const val = Math.min((data[axis.key as RadarKey] ?? 0), 100);
return pointFor(i, (val / 100) * maxR);
});
const polygonPoints = dataPoints.map(([x, y]) => `${x},${y}`).join(' ');
return (
<svg width={size} height={size} viewBox={`0 0 ${size} ${size}`} className="overflow-visible">
{/* Background rings */}
{rings.map((r) => {
const pts = RADAR_AXES.map((_, i) => {
const [x, y] = pointFor(i, (r / 100) * maxR);
return `${x},${y}`;
}).join(' ');
return (
<polygon
key={r}
points={pts}
fill="none"
stroke="rgba(100,116,139,0.2)"
strokeWidth="1"
/>
);
})}
{/* Axis lines */}
{RADAR_AXES.map((_, i) => {
const [x, y] = pointFor(i, maxR);
return (
<line
key={i}
x1={cx} y1={cy}
x2={x} y2={y}
stroke="rgba(100,116,139,0.35)"
strokeWidth="1"
/>
);
})}
{/* Data polygon */}
<polygon
points={polygonPoints}
fill="rgba(239,68,68,0.2)"
stroke="rgba(239,68,68,0.85)"
strokeWidth="2"
/>
{/* Data dots */}
{dataPoints.map(([x, y], i) => (
<circle key={i} cx={x} cy={y} r="3" fill="rgba(239,68,68,0.9)" />
))}
{/* Axis labels */}
{RADAR_AXES.map((axis, i) => {
const [x, y] = pointFor(i, maxR + 18);
const anchor = x < cx - 5 ? 'end' : x > cx + 5 ? 'start' : 'middle';
return (
<text
key={axis.key}
x={x}
y={y}
textAnchor={anchor}
fontSize="10"
fill="rgba(148,163,184,0.9)"
dominantBaseline="middle"
>
{axis.label}
</text>
);
})}
{/* Percentage labels on vertical axis */}
{rings.map((r) => {
const [, y] = pointFor(0, (r / 100) * maxR);
return (
<text key={r} x={cx + 3} y={y} fontSize="8" fill="rgba(100,116,139,0.6)" dominantBaseline="middle">
{r}
</text>
);
})}
</svg>
);
}
// ─── Scatter plot ─────────────────────────────────────────────────────────────
function ScatterPlot({ points }: { points: ScatterPoint[] }) {
const [tooltip, setTooltip] = useState<{ ip: string; type: string; x: number; y: number } | null>(null);
const W = 600;
const H = 200;
const padL = 40;
const padB = 30;
const padT = 10;
const padR = 20;
const maxX = 350;
const maxY = 1;
const toSvgX = (v: number) => padL + ((v / maxX) * (W - padL - padR));
const toSvgY = (v: number) => padT + ((1 - v / maxY) * (H - padT - padB));
// X axis ticks
const xTicks = [0, 50, 100, 150, 200, 250, 300, 350];
const yTicks = [0, 0.25, 0.5, 0.75, 1.0];
return (
<div className="relative">
<svg
width="100%"
viewBox={`0 0 ${W} ${H}`}
className="overflow-visible"
onMouseLeave={() => setTooltip(null)}
>
{/* Grid lines */}
{xTicks.map((v) => (
<line key={v} x1={toSvgX(v)} y1={padT} x2={toSvgX(v)} y2={H - padB} stroke="rgba(100,116,139,0.15)" strokeWidth="1" />
))}
{yTicks.map((v) => (
<line key={v} x1={padL} y1={toSvgY(v)} x2={W - padR} y2={toSvgY(v)} stroke="rgba(100,116,139,0.15)" strokeWidth="1" />
))}
{/* X axis */}
<line x1={padL} y1={H - padB} x2={W - padR} y2={H - padB} stroke="rgba(100,116,139,0.4)" strokeWidth="1" />
{xTicks.map((v) => (
<text key={v} x={toSvgX(v)} y={H - padB + 12} textAnchor="middle" fontSize="9" fill="rgba(148,163,184,0.7)">{v}</text>
))}
<text x={(W - padL - padR) / 2 + padL} y={H - 2} textAnchor="middle" fontSize="10" fill="rgba(148,163,184,0.8)">Fuzzing Index </text>
{/* Y axis */}
<line x1={padL} y1={padT} x2={padL} y2={H - padB} stroke="rgba(100,116,139,0.4)" strokeWidth="1" />
{yTicks.map((v) => (
<text key={v} x={padL - 4} y={toSvgY(v)} textAnchor="end" fontSize="9" fill="rgba(148,163,184,0.7)" dominantBaseline="middle">{v.toFixed(2)}</text>
))}
{/* Data points */}
{points.map((pt, i) => {
const x = toSvgX(Math.min(pt.fuzzing_index, maxX));
const y = toSvgY(Math.min(pt.hit_velocity, maxY));
const color = attackTypeColor(pt.attack_type);
return (
<circle
key={i}
cx={x}
cy={y}
r={3}
fill={color}
fillOpacity={0.75}
stroke={color}
strokeWidth="0.5"
style={{ cursor: 'pointer' }}
onMouseEnter={() => setTooltip({ ip: pt.ip, type: pt.attack_type, x, y })}
/>
);
})}
{/* Tooltip */}
{tooltip && (
<g>
<rect
x={Math.min(tooltip.x + 6, W - 120)}
y={Math.max(tooltip.y - 28, padT)}
width={110}
height={28}
rx={3}
fill="rgba(15,23,42,0.95)"
stroke="rgba(100,116,139,0.4)"
strokeWidth="1"
/>
<text
x={Math.min(tooltip.x + 11, W - 115)}
y={Math.max(tooltip.y - 18, padT + 8)}
fontSize="9"
fill="white"
>
{tooltip.ip}
</text>
<text
x={Math.min(tooltip.x + 11, W - 115)}
y={Math.max(tooltip.y - 7, padT + 19)}
fontSize="9"
fill="rgba(148,163,184,0.9)"
>
{attackTypeEmoji(tooltip.type)} {tooltip.type}
</text>
</g>
)}
</svg>
</div>
);
}
// ─── Main Component ───────────────────────────────────────────────────────────
export function MLFeaturesView() {
const navigate = useNavigate();
const [anomalies, setAnomalies] = useState<MLAnomaly[]>([]);
const [anomaliesLoading, setAnomaliesLoading] = useState(true);
const [anomaliesError, setAnomaliesError] = useState<string | null>(null);
const [scatter, setScatter] = useState<ScatterPoint[]>([]);
const [scatterLoading, setScatterLoading] = useState(true);
const [scatterError, setScatterError] = useState<string | null>(null);
const [selectedIP, setSelectedIP] = useState<string | null>(null);
const [radarData, setRadarData] = useState<RadarData | null>(null);
const [radarLoading, setRadarLoading] = useState(false);
const [radarError, setRadarError] = useState<string | null>(null);
useEffect(() => {
const fetchAnomalies = async () => {
try {
const res = await fetch('/api/ml/top-anomalies?limit=50');
if (!res.ok) throw new Error('Erreur chargement des anomalies');
const data: { items: MLAnomaly[] } = await res.json();
setAnomalies(data.items ?? []);
} catch (err) {
setAnomaliesError(err instanceof Error ? err.message : 'Erreur inconnue');
} finally {
setAnomaliesLoading(false);
}
};
const fetchScatter = async () => {
try {
const res = await fetch('/api/ml/scatter?limit=200');
if (!res.ok) throw new Error('Erreur chargement du scatter');
const data: { points: ScatterPoint[] } = await res.json();
setScatter(data.points ?? []);
} catch (err) {
setScatterError(err instanceof Error ? err.message : 'Erreur inconnue');
} finally {
setScatterLoading(false);
}
};
fetchAnomalies();
fetchScatter();
}, []);
const loadRadar = async (ip: string) => {
if (selectedIP === ip) {
setSelectedIP(null);
setRadarData(null);
return;
}
setSelectedIP(ip);
setRadarLoading(true);
setRadarError(null);
try {
const res = await fetch(`/api/ml/ip/${encodeURIComponent(ip)}/radar`);
if (!res.ok) throw new Error('Erreur chargement du radar');
const data: RadarData = await res.json();
setRadarData(data);
} catch (err) {
setRadarError(err instanceof Error ? err.message : 'Erreur inconnue');
} finally {
setRadarLoading(false);
}
};
return (
<div className="p-6 space-y-6 animate-fade-in">
{/* Header */}
<div>
<h1 className="text-2xl font-bold text-text-primary">🤖 Analyse Features ML</h1>
<p className="text-text-secondary mt-1">
Visualisation des features ML pour la détection d'anomalies comportementales.
</p>
</div>
{/* Main two-column layout */}
<div className="flex gap-6 flex-col lg:flex-row">
{/* Left: anomalies table */}
<div className="flex-1 min-w-0">
<div className="bg-background-secondary rounded-lg border border-border overflow-hidden">
<div className="px-4 py-3 border-b border-border">
<h2 className="text-text-primary font-semibold text-sm">Top anomalies</h2>
</div>
{anomaliesLoading ? (
<LoadingSpinner />
) : anomaliesError ? (
<div className="p-4"><ErrorMessage message={anomaliesError} /></div>
) : (
<div className="overflow-auto max-h-[500px]">
<table className="w-full text-xs">
<thead className="sticky top-0 bg-background-secondary z-10">
<tr className="border-b border-border text-text-secondary text-left">
<th className="px-3 py-2">IP</th>
<th className="px-3 py-2">Host</th>
<th className="px-3 py-2">Hits</th>
<th className="px-3 py-2">Fuzzing</th>
<th className="px-3 py-2">Type</th>
<th className="px-3 py-2">Signaux</th>
</tr>
</thead>
<tbody>
{anomalies.map((item) => (
<tr
key={item.ip}
onClick={() => loadRadar(item.ip)}
className={`border-b border-border cursor-pointer transition-colors ${
selectedIP === item.ip
? 'bg-accent-primary/10'
: 'hover:bg-background-card'
}`}
>
<td className="px-3 py-2 font-mono text-text-primary">{item.ip}</td>
<td className="px-3 py-2 text-text-secondary max-w-[120px] truncate" title={item.host}>
{item.host || ''}
</td>
<td className="px-3 py-2 text-text-primary">{formatNumber(item.hits)}</td>
<td className="px-3 py-2">
<span className={`px-1.5 py-0.5 rounded text-xs font-semibold ${fuzzingBadgeClass(item.fuzzing_index)}`}>
{Math.round(item.fuzzing_index)}
</span>
</td>
<td className="px-3 py-2">
<span title={item.attack_type} className="text-sm">
{attackTypeEmoji(item.attack_type)}
</span>
</td>
<td className="px-3 py-2">
<span className="flex gap-0.5">
{item.ua_ch_mismatch && <span title="UA/CH mismatch">⚠️</span>}
{item.is_fake_navigation && <span title="Fausse navigation">🎭</span>}
{item.is_ua_rotating && <span title="UA rotatif">🔄</span>}
{item.sni_host_mismatch && <span title="SNI mismatch">🌐</span>}
</span>
</td>
</tr>
))}
</tbody>
</table>
</div>
)}
</div>
</div>
{/* Right: Radar chart */}
<div className="lg:w-80 xl:w-96">
<div className="bg-background-secondary rounded-lg border border-border p-4 h-full flex flex-col">
<h2 className="text-text-primary font-semibold text-sm mb-3">
Radar ML {selectedIP ? <span className="text-accent-primary font-mono text-xs">— {selectedIP}</span> : ''}
</h2>
{!selectedIP ? (
<div className="flex-1 flex items-center justify-center text-text-disabled text-sm text-center">
Cliquez sur une IP<br />pour afficher le radar
</div>
) : radarLoading ? (
<div className="flex-1 flex items-center justify-center">
<LoadingSpinner />
</div>
) : radarError ? (
<ErrorMessage message={radarError} />
) : radarData ? (
<>
<div className="flex justify-center">
<RadarChart data={radarData} />
</div>
<button
onClick={() => navigate(`/investigation/${selectedIP}`)}
className="mt-3 w-full text-xs bg-accent-primary/10 text-accent-primary px-3 py-2 rounded hover:bg-accent-primary/20 transition-colors"
>
🔍 Investiguer {selectedIP}
</button>
</>
) : null}
</div>
</div>
</div>
{/* Scatter plot */}
<div className="bg-background-secondary rounded-lg border border-border p-6">
<h2 className="text-text-primary font-semibold mb-4">Nuage de points — Fuzzing Index × Vélocité</h2>
{scatterLoading ? (
<LoadingSpinner />
) : scatterError ? (
<ErrorMessage message={scatterError} />
) : (
<>
<ScatterPlot points={scatter} />
{/* Legend */}
<div className="flex flex-wrap gap-4 mt-3 text-xs text-text-secondary">
{['brute_force', 'flood', 'scraper', 'spoofing', 'scanner'].map((type) => (
<span key={type} className="flex items-center gap-1.5">
<span
style={{ backgroundColor: attackTypeColor(type), display: 'inline-block', width: '10px', height: '10px', borderRadius: '50%' }}
/>
{attackTypeEmoji(type)} {type}
</span>
))}
</div>
</>
)}
</div>
</div>
);
}

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@ -0,0 +1,370 @@
import { useState, useEffect } from 'react';
import { useNavigate } from 'react-router-dom';
// ─── Types ────────────────────────────────────────────────────────────────────
interface JA4Rotator {
ip: string;
distinct_ja4_count: number;
total_hits: number;
evasion_score: number;
}
interface PersistentThreat {
ip: string;
recurrence: number;
worst_score: number;
worst_threat_level: string;
first_seen: string;
last_seen: string;
persistence_score: number;
}
interface JA4HistoryEntry {
ja4: string;
hits: number;
window_start: string;
}
type ActiveTab = 'rotators' | 'persistent';
// ─── Helpers ──────────────────────────────────────────────────────────────────
function formatNumber(n: number): string {
return n.toLocaleString('fr-FR');
}
function formatDate(iso: string): string {
if (!iso) return '—';
try {
return new Date(iso).toLocaleDateString('fr-FR', { day: '2-digit', month: '2-digit', hour: '2-digit', minute: '2-digit' });
} catch {
return iso;
}
}
function threatLevelBadge(level: string): { bg: string; text: string } {
switch (level?.toLowerCase()) {
case 'critical': return { bg: 'bg-threat-critical/20', text: 'text-threat-critical' };
case 'high': return { bg: 'bg-threat-high/20', text: 'text-threat-high' };
case 'medium': return { bg: 'bg-threat-medium/20', text: 'text-threat-medium' };
case 'low': return { bg: 'bg-threat-low/20', text: 'text-threat-low' };
default: return { bg: 'bg-background-card', text: 'text-text-secondary' };
}
}
// ─── Sub-components ───────────────────────────────────────────────────────────
function StatCard({ label, value, accent }: { label: string; value: string | number; accent?: string }) {
return (
<div className="bg-background-secondary rounded-lg p-4 flex flex-col gap-1 border border-border">
<span className="text-text-secondary text-sm">{label}</span>
<span className={`text-2xl font-bold ${accent ?? 'text-text-primary'}`}>{value}</span>
</div>
);
}
function LoadingSpinner() {
return (
<div className="flex items-center justify-center py-12">
<div className="w-8 h-8 border-2 border-accent-primary border-t-transparent rounded-full animate-spin" />
</div>
);
}
function ErrorMessage({ message }: { message: string }) {
return (
<div className="bg-threat-critical/10 border border-threat-critical/30 rounded-lg p-4 text-threat-critical">
{message}
</div>
);
}
// ─── Rotator row with expandable JA4 history ─────────────────────────────────
function RotatorRow({ item }: { item: JA4Rotator }) {
const [expanded, setExpanded] = useState(false);
const [history, setHistory] = useState<JA4HistoryEntry[]>([]);
const [historyLoading, setHistoryLoading] = useState(false);
const [historyError, setHistoryError] = useState<string | null>(null);
const [historyLoaded, setHistoryLoaded] = useState(false);
const toggle = async () => {
setExpanded((prev) => !prev);
if (!historyLoaded && !expanded) {
setHistoryLoading(true);
try {
const res = await fetch(`/api/rotation/ip/${encodeURIComponent(item.ip)}/ja4-history`);
if (!res.ok) throw new Error('Erreur chargement historique JA4');
const data: { history: JA4HistoryEntry[] } = await res.json();
setHistory(data.history ?? []);
setHistoryLoaded(true);
} catch (err) {
setHistoryError(err instanceof Error ? err.message : 'Erreur inconnue');
} finally {
setHistoryLoading(false);
}
}
};
const isHighRotation = item.distinct_ja4_count > 5;
return (
<>
<tr
className="border-b border-border hover:bg-background-card transition-colors cursor-pointer"
onClick={toggle}
>
<td className="px-4 py-3">
<span className="text-accent-primary text-xs mr-2">{expanded ? '▾' : '▸'}</span>
<span className="font-mono text-xs text-text-primary">{item.ip}</span>
</td>
<td className="px-4 py-3">
<span className={`text-xs px-2 py-1 rounded-full font-semibold ${
isHighRotation ? 'bg-threat-critical/20 text-threat-critical' : 'bg-threat-medium/20 text-threat-medium'
}`}>
{item.distinct_ja4_count} JA4
</span>
</td>
<td className="px-4 py-3 text-text-primary">{formatNumber(item.total_hits)}</td>
<td className="px-4 py-3">
<div className="flex items-center gap-2">
<div className="w-24 bg-background-card rounded-full h-2">
<div
className="h-2 rounded-full bg-threat-critical"
style={{ width: `${Math.min(item.evasion_score, 100)}%` }}
/>
</div>
<span className="text-xs text-threat-critical font-semibold">{Math.round(item.evasion_score)}</span>
</div>
</td>
</tr>
{expanded && (
<tr className="border-b border-border bg-background-card">
<td colSpan={4} className="px-6 py-4">
{historyLoading ? (
<div className="flex items-center gap-2 text-text-secondary text-sm">
<div className="w-4 h-4 border-2 border-accent-primary border-t-transparent rounded-full animate-spin" />
Chargement de l'historique…
</div>
) : historyError ? (
<span className="text-threat-critical text-sm">⚠️ {historyError}</span>
) : history.length === 0 ? (
<span className="text-text-secondary text-sm">Aucun historique disponible.</span>
) : (
<div className="space-y-1.5">
<p className="text-text-secondary text-xs mb-2">Historique des JA4 utilisés :</p>
{history.map((entry, idx) => (
<div key={idx} className="flex items-center gap-3 text-xs">
<span className="font-mono text-text-primary bg-background-secondary border border-border rounded px-2 py-0.5">
{entry.ja4}
</span>
<span className="text-text-secondary">{formatNumber(entry.hits)} hits</span>
<span className="text-text-disabled">{formatDate(entry.window_start)}</span>
</div>
))}
</div>
)}
</td>
</tr>
)}
</>
);
}
// ─── Main Component ───────────────────────────────────────────────────────────
export function RotationView() {
const navigate = useNavigate();
const [activeTab, setActiveTab] = useState<ActiveTab>('rotators');
const [rotators, setRotators] = useState<JA4Rotator[]>([]);
const [rotatorsLoading, setRotatorsLoading] = useState(true);
const [rotatorsError, setRotatorsError] = useState<string | null>(null);
const [persistent, setPersistent] = useState<PersistentThreat[]>([]);
const [persistentLoading, setPersistentLoading] = useState(false);
const [persistentError, setPersistentError] = useState<string | null>(null);
const [persistentLoaded, setPersistentLoaded] = useState(false);
useEffect(() => {
const fetchRotators = async () => {
setRotatorsLoading(true);
try {
const res = await fetch('/api/rotation/ja4-rotators?limit=50');
if (!res.ok) throw new Error('Erreur chargement des rotateurs');
const data: { items: JA4Rotator[] } = await res.json();
setRotators(data.items ?? []);
} catch (err) {
setRotatorsError(err instanceof Error ? err.message : 'Erreur inconnue');
} finally {
setRotatorsLoading(false);
}
};
fetchRotators();
}, []);
const loadPersistent = async () => {
if (persistentLoaded) return;
setPersistentLoading(true);
try {
const res = await fetch('/api/rotation/persistent-threats?limit=100');
if (!res.ok) throw new Error('Erreur chargement des menaces persistantes');
const data: { items: PersistentThreat[] } = await res.json();
// Sort by persistence_score DESC
const sorted = [...(data.items ?? [])].sort((a, b) => b.persistence_score - a.persistence_score);
setPersistent(sorted);
setPersistentLoaded(true);
} catch (err) {
setPersistentError(err instanceof Error ? err.message : 'Erreur inconnue');
} finally {
setPersistentLoading(false);
}
};
const handleTabChange = (tab: ActiveTab) => {
setActiveTab(tab);
if (tab === 'persistent') loadPersistent();
};
const maxEvasion = rotators.length > 0 ? Math.max(...rotators.map((r) => r.evasion_score)) : 0;
const maxPersistence = persistent.length > 0 ? Math.max(...persistent.map((p) => p.persistence_score)) : 0;
const tabs: { id: ActiveTab; label: string }[] = [
{ id: 'rotators', label: '🎭 Rotateurs JA4' },
{ id: 'persistent', label: '🕰 Menaces Persistantes' },
];
return (
<div className="p-6 space-y-6 animate-fade-in">
{/* Header */}
<div>
<h1 className="text-2xl font-bold text-text-primary">🔄 Rotation JA4 & Persistance</h1>
<p className="text-text-secondary mt-1">
Détection des IPs qui changent de fingerprint pour contourner les détections, et des menaces persistantes.
</p>
</div>
{/* Stat cards */}
<div className="grid grid-cols-4 gap-4">
<StatCard label="IPs en rotation" value={formatNumber(rotators.length)} accent="text-threat-high" />
<StatCard label="Score évasion max" value={Math.round(maxEvasion)} accent="text-threat-critical" />
<StatCard label="IPs persistantes" value={persistentLoaded ? formatNumber(persistent.length) : ''} accent="text-threat-medium" />
<StatCard label="Score persistance max" value={persistentLoaded ? Math.round(maxPersistence) : ''} accent="text-threat-critical" />
</div>
{/* Tabs */}
<div className="flex gap-2 border-b border-border">
{tabs.map((tab) => (
<button
key={tab.id}
onClick={() => handleTabChange(tab.id)}
className={`px-4 py-2 text-sm font-medium transition-colors ${
activeTab === tab.id
? 'text-accent-primary border-b-2 border-accent-primary'
: 'text-text-secondary hover:text-text-primary'
}`}
>
{tab.label}
</button>
))}
</div>
{/* Rotateurs tab */}
{activeTab === 'rotators' && (
<div className="bg-background-secondary rounded-lg border border-border overflow-hidden">
{rotatorsLoading ? (
<LoadingSpinner />
) : rotatorsError ? (
<div className="p-4"><ErrorMessage message={rotatorsError} /></div>
) : (
<table className="w-full text-sm">
<thead>
<tr className="border-b border-border text-text-secondary text-left">
<th className="px-4 py-3">IP</th>
<th className="px-4 py-3">JA4 distincts</th>
<th className="px-4 py-3">Total hits</th>
<th className="px-4 py-3">Score d'évasion</th>
</tr>
</thead>
<tbody>
{rotators.map((item) => (
<RotatorRow key={item.ip} item={item} />
))}
</tbody>
</table>
)}
</div>
)}
{/* Persistantes tab */}
{activeTab === 'persistent' && (
<div className="bg-background-secondary rounded-lg border border-border overflow-hidden">
{persistentLoading ? (
<LoadingSpinner />
) : persistentError ? (
<div className="p-4"><ErrorMessage message={persistentError} /></div>
) : (
<table className="w-full text-sm">
<thead>
<tr className="border-b border-border text-text-secondary text-left">
<th className="px-4 py-3">IP</th>
<th className="px-4 py-3">Récurrence</th>
<th className="px-4 py-3">Score menace</th>
<th className="px-4 py-3">Niveau</th>
<th className="px-4 py-3">Première vue</th>
<th className="px-4 py-3">Dernière vue</th>
<th className="px-4 py-3">Score persistance</th>
<th className="px-4 py-3"></th>
</tr>
</thead>
<tbody>
{persistent.map((item) => {
const badge = threatLevelBadge(item.worst_threat_level);
return (
<tr key={item.ip} className="border-b border-border hover:bg-background-card transition-colors">
<td className="px-4 py-3 font-mono text-xs text-text-primary">{item.ip}</td>
<td className="px-4 py-3">
<span className="bg-background-card border border-border text-text-primary text-xs px-2 py-1 rounded-full">
{item.recurrence}j
</span>
</td>
<td className="px-4 py-3 text-text-primary font-semibold">{Math.round(item.worst_score)}</td>
<td className="px-4 py-3">
<span className={`text-xs px-2 py-1 rounded-full ${badge.bg} ${badge.text}`}>
{item.worst_threat_level?.toUpperCase() || '—'}
</span>
</td>
<td className="px-4 py-3 text-text-secondary text-xs">{formatDate(item.first_seen)}</td>
<td className="px-4 py-3 text-text-secondary text-xs">{formatDate(item.last_seen)}</td>
<td className="px-4 py-3">
<div className="flex items-center gap-2">
<div className="w-20 bg-background-card rounded-full h-2">
<div
className="h-2 rounded-full bg-threat-high"
style={{ width: `${Math.min(item.persistence_score, 100)}%` }}
/>
</div>
<span className="text-xs text-text-secondary">{Math.round(item.persistence_score)}</span>
</div>
</td>
<td className="px-4 py-3">
<button
onClick={() => navigate(`/investigation/${item.ip}`)}
className="text-xs bg-accent-primary/10 text-accent-primary px-3 py-1 rounded hover:bg-accent-primary/20 transition-colors"
>
Investiguer
</button>
</td>
</tr>
);
})}
</tbody>
</table>
)}
</div>
)}
</div>
);
}

View File

@ -0,0 +1,363 @@
import { useState, useEffect } from 'react';
import { useNavigate } from 'react-router-dom';
// ─── Types ────────────────────────────────────────────────────────────────────
interface TcpSpoofingOverview {
total_detections: number;
unique_ips: number;
ttl_distribution: { ttl: number; count: number; ips: number }[];
window_size_distribution: { window_size: number; count: number }[];
low_ttl_count: number;
zero_ttl_count: number;
}
interface TcpSpoofingItem {
ip: string;
ja4: string;
tcp_ttl: number;
tcp_window_size: number;
first_ua: string;
suspected_os: string;
declared_os: string;
spoof_flag: boolean;
}
interface OsMatrixEntry {
suspected_os: string;
declared_os: string;
count: number;
}
type ActiveTab = 'detections' | 'matrix';
// ─── Helpers ──────────────────────────────────────────────────────────────────
function formatNumber(n: number): string {
return n.toLocaleString('fr-FR');
}
function ttlColor(ttl: number): string {
if (ttl === 0) return 'text-threat-critical';
if (ttl < 48 || ttl > 200) return 'text-threat-critical';
if (ttl < 60 || (ttl > 70 && ttl <= 80)) return 'text-threat-medium';
if (ttl >= 60 && ttl <= 70) return 'text-threat-low';
return 'text-text-secondary';
}
// ─── Sub-components ───────────────────────────────────────────────────────────
function StatCard({ label, value, accent }: { label: string; value: string | number; accent?: string }) {
return (
<div className="bg-background-secondary rounded-lg p-4 flex flex-col gap-1 border border-border">
<span className="text-text-secondary text-sm">{label}</span>
<span className={`text-2xl font-bold ${accent ?? 'text-text-primary'}`}>{value}</span>
</div>
);
}
function LoadingSpinner() {
return (
<div className="flex items-center justify-center py-12">
<div className="w-8 h-8 border-2 border-accent-primary border-t-transparent rounded-full animate-spin" />
</div>
);
}
function ErrorMessage({ message }: { message: string }) {
return (
<div className="bg-threat-critical/10 border border-threat-critical/30 rounded-lg p-4 text-threat-critical">
{message}
</div>
);
}
// ─── Main Component ───────────────────────────────────────────────────────────
export function TcpSpoofingView() {
const navigate = useNavigate();
const [activeTab, setActiveTab] = useState<ActiveTab>('detections');
const [overview, setOverview] = useState<TcpSpoofingOverview | null>(null);
const [overviewLoading, setOverviewLoading] = useState(true);
const [overviewError, setOverviewError] = useState<string | null>(null);
const [items, setItems] = useState<TcpSpoofingItem[]>([]);
const [itemsLoading, setItemsLoading] = useState(true);
const [itemsError, setItemsError] = useState<string | null>(null);
const [matrix, setMatrix] = useState<OsMatrixEntry[]>([]);
const [matrixLoading, setMatrixLoading] = useState(false);
const [matrixError, setMatrixError] = useState<string | null>(null);
const [matrixLoaded, setMatrixLoaded] = useState(false);
const [filterText, setFilterText] = useState('');
useEffect(() => {
const fetchOverview = async () => {
setOverviewLoading(true);
try {
const res = await fetch('/api/tcp-spoofing/overview');
if (!res.ok) throw new Error('Erreur chargement overview');
const data: TcpSpoofingOverview = await res.json();
setOverview(data);
} catch (err) {
setOverviewError(err instanceof Error ? err.message : 'Erreur inconnue');
} finally {
setOverviewLoading(false);
}
};
const fetchItems = async () => {
setItemsLoading(true);
try {
const res = await fetch('/api/tcp-spoofing/list?limit=100');
if (!res.ok) throw new Error('Erreur chargement des détections');
const data: { items: TcpSpoofingItem[]; total: number } = await res.json();
setItems(data.items ?? []);
} catch (err) {
setItemsError(err instanceof Error ? err.message : 'Erreur inconnue');
} finally {
setItemsLoading(false);
}
};
fetchOverview();
fetchItems();
}, []);
const loadMatrix = async () => {
if (matrixLoaded) return;
setMatrixLoading(true);
try {
const res = await fetch('/api/tcp-spoofing/matrix');
if (!res.ok) throw new Error('Erreur chargement matrice OS');
const data: { matrix: OsMatrixEntry[] } = await res.json();
setMatrix(data.matrix ?? []);
setMatrixLoaded(true);
} catch (err) {
setMatrixError(err instanceof Error ? err.message : 'Erreur inconnue');
} finally {
setMatrixLoading(false);
}
};
const handleTabChange = (tab: ActiveTab) => {
setActiveTab(tab);
if (tab === 'matrix') loadMatrix();
};
const filteredItems = items.filter(
(item) =>
!filterText ||
item.ip.includes(filterText) ||
item.suspected_os.toLowerCase().includes(filterText.toLowerCase()) ||
item.declared_os.toLowerCase().includes(filterText.toLowerCase())
);
// Build matrix axes
const suspectedOSes = [...new Set(matrix.map((e) => e.suspected_os))].sort();
const declaredOSes = [...new Set(matrix.map((e) => e.declared_os))].sort();
const matrixMax = matrix.reduce((m, e) => Math.max(m, e.count), 1);
function matrixCellColor(count: number): string {
if (count === 0) return 'bg-background-card';
const ratio = count / matrixMax;
if (ratio >= 0.75) return 'bg-threat-critical/80';
if (ratio >= 0.5) return 'bg-threat-high/70';
if (ratio >= 0.25) return 'bg-threat-medium/60';
return 'bg-threat-low/40';
}
const tabs: { id: ActiveTab; label: string }[] = [
{ id: 'detections', label: '📋 Détections' },
{ id: 'matrix', label: '📊 Matrice OS' },
];
return (
<div className="p-6 space-y-6 animate-fade-in">
{/* Header */}
<div>
<h1 className="text-2xl font-bold text-text-primary">🧬 Spoofing TCP/OS</h1>
<p className="text-text-secondary mt-1">
Détection des incohérences entre TTL/fenêtre TCP et l'OS déclaré.
</p>
</div>
{/* Stat cards */}
{overviewLoading ? (
<LoadingSpinner />
) : overviewError ? (
<ErrorMessage message={overviewError} />
) : overview ? (
<div className="grid grid-cols-4 gap-4">
<StatCard label="Total détections" value={formatNumber(overview.total_detections)} accent="text-threat-high" />
<StatCard label="IPs uniques" value={formatNumber(overview.unique_ips)} accent="text-text-primary" />
<StatCard label="TTL bas (<60)" value={formatNumber(overview.low_ttl_count)} accent="text-threat-medium" />
<StatCard label="TTL zéro" value={formatNumber(overview.zero_ttl_count)} accent="text-threat-critical" />
</div>
) : null}
{/* Tabs */}
<div className="flex gap-2 border-b border-border">
{tabs.map((tab) => (
<button
key={tab.id}
onClick={() => handleTabChange(tab.id)}
className={`px-4 py-2 text-sm font-medium transition-colors ${
activeTab === tab.id
? 'text-accent-primary border-b-2 border-accent-primary'
: 'text-text-secondary hover:text-text-primary'
}`}
>
{tab.label}
</button>
))}
</div>
{/* Détections tab */}
{activeTab === 'detections' && (
<>
<div className="flex gap-3">
<input
type="text"
placeholder="Filtrer par IP ou OS..."
value={filterText}
onChange={(e) => setFilterText(e.target.value)}
className="bg-background-card border border-border rounded-lg px-3 py-2 text-sm text-text-primary placeholder-text-disabled focus:outline-none focus:border-accent-primary w-72"
/>
</div>
<div className="bg-background-secondary rounded-lg border border-border overflow-hidden">
{itemsLoading ? (
<LoadingSpinner />
) : itemsError ? (
<div className="p-4"><ErrorMessage message={itemsError} /></div>
) : (
<table className="w-full text-sm">
<thead>
<tr className="border-b border-border text-text-secondary text-left">
<th className="px-4 py-3">IP</th>
<th className="px-4 py-3">JA4</th>
<th className="px-4 py-3">TTL observé</th>
<th className="px-4 py-3">Fenêtre TCP</th>
<th className="px-4 py-3">OS suspecté</th>
<th className="px-4 py-3">OS déclaré</th>
<th className="px-4 py-3">Spoof</th>
<th className="px-4 py-3"></th>
</tr>
</thead>
<tbody>
{filteredItems.map((item) => (
<tr key={item.ip} className="border-b border-border hover:bg-background-card transition-colors">
<td className="px-4 py-3 font-mono text-xs text-text-primary">{item.ip}</td>
<td className="px-4 py-3 font-mono text-xs text-text-secondary">
{item.ja4 ? `${item.ja4.slice(0, 14)}…` : ''}
</td>
<td className={`px-4 py-3 font-mono font-semibold ${ttlColor(item.tcp_ttl)}`}>
{item.tcp_ttl}
</td>
<td className="px-4 py-3 text-text-secondary text-xs">
{formatNumber(item.tcp_window_size)}
</td>
<td className="px-4 py-3 text-text-primary text-xs">{item.suspected_os || ''}</td>
<td className="px-4 py-3 text-text-secondary text-xs">{item.declared_os || ''}</td>
<td className="px-4 py-3">
{item.spoof_flag && (
<span className="bg-threat-critical/20 text-threat-critical text-xs px-2 py-0.5 rounded-full">
🚨 Spoof
</span>
)}
</td>
<td className="px-4 py-3">
<button
onClick={() => navigate(`/investigation/${item.ip}`)}
className="text-xs bg-accent-primary/10 text-accent-primary px-3 py-1 rounded hover:bg-accent-primary/20 transition-colors"
>
Investiguer
</button>
</td>
</tr>
))}
</tbody>
</table>
)}
</div>
</>
)}
{/* Matrice OS tab */}
{activeTab === 'matrix' && (
<div className="bg-background-secondary rounded-lg border border-border p-6">
{matrixLoading ? (
<LoadingSpinner />
) : matrixError ? (
<ErrorMessage message={matrixError} />
) : matrix.length === 0 ? (
<p className="text-text-secondary text-sm">Aucune donnée disponible.</p>
) : (
<div className="overflow-auto">
<h2 className="text-text-primary font-semibold mb-4">OS Suspecté × OS Déclaré</h2>
<table className="text-xs border-collapse">
<thead>
<tr>
<th className="px-3 py-2 text-text-secondary text-left border border-border bg-background-card">
Suspecté \ Déclaré
</th>
{declaredOSes.map((os) => (
<th key={os} className="px-3 py-2 text-text-secondary text-center border border-border bg-background-card max-w-[80px]">
<span className="block truncate w-20" title={os}>{os}</span>
</th>
))}
<th className="px-3 py-2 text-text-secondary text-center border border-border bg-background-card">Total</th>
</tr>
</thead>
<tbody>
{suspectedOSes.map((sos) => {
const rowEntries = declaredOSes.map((dos) => {
const entry = matrix.find((e) => e.suspected_os === sos && e.declared_os === dos);
return entry?.count ?? 0;
});
const rowTotal = rowEntries.reduce((s, v) => s + v, 0);
return (
<tr key={sos}>
<td className="px-3 py-2 text-text-primary border border-border bg-background-card font-medium max-w-[120px]">
<span className="block truncate w-28" title={sos}>{sos}</span>
</td>
{rowEntries.map((count, ci) => (
<td
key={ci}
className={`px-3 py-2 text-center border border-border font-mono ${matrixCellColor(count)} ${count > 0 ? 'text-text-primary' : 'text-text-disabled'}`}
>
{count > 0 ? formatNumber(count) : ''}
</td>
))}
<td className="px-3 py-2 text-center border border-border font-semibold text-text-primary bg-background-card">
{formatNumber(rowTotal)}
</td>
</tr>
);
})}
<tr>
<td className="px-3 py-2 text-text-secondary border border-border bg-background-card font-semibold">Total</td>
{declaredOSes.map((dos) => {
const colTotal = matrix
.filter((e) => e.declared_os === dos)
.reduce((s, e) => s + e.count, 0);
return (
<td key={dos} className="px-3 py-2 text-center border border-border font-semibold text-text-primary bg-background-card">
{formatNumber(colTotal)}
</td>
);
})}
<td className="px-3 py-2 text-center border border-border font-semibold text-accent-primary bg-background-card">
{formatNumber(matrix.reduce((s, e) => s + e.count, 0))}
</td>
</tr>
</tbody>
</table>
</div>
)}
</div>
)}
</div>
);
}