98abbc80c7
feat(dashboard): page Listes de référence — visualisation CSV/dictionnaires
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Nouvelle page /reflists pour visualiser les 9 dictionnaires ClickHouse :
- bot_ip (3.5K entrées) : IP/CIDR de bots connus
- bot_ja4 (31) : fingerprints JA4 de bots
- browser_ja4 (1.2K) : fingerprints JA4 navigateurs → famille, lib TLS
- asn_reputation (82.5K) : ASN → réputation (isp, datacenter, cdn…)
- iplocate_asn (714K) : géolocalisation IP → ASN, pays, nom
- anubis_ua_rules, anubis_ip_rules, anubis_asn_rules, anubis_country_rules
Fonctionnalités :
- 9 onglets de navigation entre les listes
- Recherche textuelle avec filtrage côté ClickHouse
- Pagination (200 entrées/page)
- Tri par colonne (ASC/DESC)
- Graphique de répartition (ECharts) par catégorie
- KPIs dictionnaires en haut de page
- Infobulles de documentation
API : /api/dictionaries, /api/reflist/{name}, /api/reflist/{name}/stats
Helpers : esc() (HTML escape) ajouté à base.html
Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com >
2026-04-09 14:56:54 +02:00
039086a0b3
feat: nouvelles techniques de détection et page tactiques SOC
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SQL:
- Ajout 5 colonnes d'agrégation (count_xff, count_unusual_ct,
count_non_std_port, count_login_post, sec_ch_mobile_mismatch)
- Exposition de 5 features calculées dans view_ai_features_1h
- Migration ALTER TABLE pour déploiements existants
Bot-detector:
- 7 nouvelles features ML (has_xff, unusual_content_type_ratio,
non_standard_port_ratio, login_post_concentration,
sec_ch_mobile_mismatch, true_window_size, window_mss_ratio)
- Propagation campaign_id vers ml_all_scores (était toujours -1)
- Escalade campagne : HIGH→CRITICAL si cluster ≥5 membres
Dashboard:
- Page Tactiques SOC : brute-force, rotation JA4, récurrence,
alertes temps réel — 4 KPIs + 4 panneaux + infobulles doc
- Ajout fmtDate() helper global
- Navigation sidebar mise à jour
Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com >
2026-04-09 14:29:18 +02:00
702c0d5edb
feat(dashboard): add JA4 fingerprint and cluster investigation pages
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- /ja4/{fingerprint} page: 8 KPIs, timeline, threat pie, IP scores
table, ASN/geo charts, HTTP logs, AI features — full JA4 investigation
- /cluster/{cid} page: 8 KPIs, timeline, threat/JA4/ASN/host charts,
member table with bulk classify — full campaign investigation
- /api/ja4/{fingerprint} and /api/cluster/{cid} API endpoints
- fmtJA4 links now navigate to /ja4/ investigation page
- campaigns.html: 'Ouvrir' button links to /cluster/{cid} full page
- Fix: double-brace {{param}} in non-f-string queries → single {param}
(was causing HTTP 500 on all parameterized ClickHouse queries)
- 50 routes total, all tests pass, 0 JS console errors
Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com >
2026-04-09 14:05:52 +02:00
70188b508c
fix(dashboard): eliminate @apply CSS, fix status column, fix click propagation
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Playwright testing revealed 3 critical bugs:
1. Tailwind CDN @apply with custom brand-* colors produces empty CSS
rules, breaking ALL design components (kpi-card, data-table, badges,
filter-btn, section-card, nav-item). Fix: replace all @apply
directives with equivalent raw CSS values.
2. Traffic API and IP detail API reference non-existent 'status' column
in http_logs table → HTTP 500 on /traffic and /ip/{ip}. Fix: remove
status from SELECT, sort whitelist, filters, and templates.
3. Nested <a> links (fmtJA4, fmtASN, fmtCountry, fmtBotName) inside
clickable <tr onclick> capture clicks, preventing row navigation to
/ip/ detail. Fix: add event.stopPropagation() to all formatter links.
Verified with Playwright: 10 pages × 0 JS errors, all tooltips hidden
by default, sidebar toggle works, keyboard shortcuts (Alt+1-9, Alt+B),
classification form saves to DB, campaign detail panel opens on click.
Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com >
2026-04-09 13:54:38 +02:00
6babc55e3e
fix(dashboard): hover infobulles, full-width layout, UX polish
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- Fix doc tooltips: split CSS into <style type='text/tailwindcss'> for
@apply directives + raw CSS for reliable doc panel rendering
- Convert doc panels from click-toggle to hover-based infobulles with
arrow pointer, fade-in animation, and auto-dismiss on mobile
- Replace '?' icons with 'ⓘ' across all 11 templates (51 tooltips)
- Full-width layout: reduce padding on mobile (px-3), scale up on
desktop (lg:px-5, xl:px-6) for maximum screen utilization
- Auto-collapse sidebar on narrow screens (<1024px)
- Keyboard shortcuts: Alt+1–9 for page navigation, Alt+B toggle sidebar
- Add LEGITIMATE_BROWSER filter button to detections page
- Sticky header with stronger blur (backdrop-blur-md)
- All 46 routes pass tests
Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com >
2026-04-09 13:30:16 +02:00
63ba6d203c
feat(dashboard): complete SOC dashboard with full monitoring and workflows
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- models.html: Full rewrite — 6 KPIs, scoring volume timeline, anomaly rate
chart, threat breakdown per model, enhanced model cards with validation gate
- classify.html: SOC workflow — suggested unclassified IPs, quick-classify
buttons, classification stats pie, pre-fill from URL params
- traffic.html: Clickable rows → ip_detail, column sorting, status column,
search filter, doc tooltips on all chart sections
- scores.html: Search input, clickable rows → ip_detail, LEGITIMATE_BROWSER
filter button, doc tooltips on distribution + scatter charts
- ip_detail.html: Resource cascade section (headless browser detection),
status column in HTTP logs table
- detections.html: Doc tooltips on threat/reason/ASN chart sections
- features.html: Doc tooltips on radar/importance/scatter sections
- api.py: 4 new endpoints — /api/models/timeline, /api/models/threats,
/api/classify/stats, /api/classify/suggested. Traffic API: status + search.
46 routes total. All tests pass (dashboard + bot-detector 36/36).
Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com >
2026-04-09 01:25:01 +02:00
396baa90d2
feat(dashboard): visualisation clusters HDBSCAN
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- Page /campaigns dédiée avec 4 vues graphiques :
· Scatter plot (score vs vélocité, bulles colorées par campagne)
· Graphe réseau force-directed (IPs liées par JA4 partagé)
· Grille de cartes campagne (KPIs, ASN, pays, JA4)
· Panneau détail (radar comportemental, timeline horaire, table membres)
- 4 nouveaux endpoints API :
· GET /api/campaigns (fix: campaign_id >= 0 au lieu de != '')
· GET /api/campaigns/graph (nœuds + arêtes)
· GET /api/campaigns/scatter (score/vélocité par IP)
· GET /api/campaigns/{cid} (détail + profil + timeline)
- Sidebar: lien Campagnes ajouté dans Surveillance
- Overview: campagnes clickables → lien vers /campaigns
Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com >
2026-04-09 01:11:16 +02:00
2d04288e95
feat(dashboard): SOC workflow overhaul — sidebar nav, doc tooltips, full-width layout
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- base.html: collapsible sidebar navigation, doc tooltip system, JS helpers
(fmtNum, fmtPct, fmtDuration, ecGrid, buildTable, docHTML)
- overview.html: SOC command center with stacked timeline, live alerts,
campaigns panel, browser donut, 6 KPIs
- detections.html: threat color dots, raw score column, click-to-navigate rows
- network.html: JA4 rotation, brute-force, persistent threats tables, 6 KPIs
- ip_detail.html: ASN/country KPIs, AE/XGB/campaign columns, enriched features
- scores/traffic/features/models/classify: page_title blocks + doc tooltips
- api.py: 9 new endpoints (campaigns, brute-force, ja4-rotation, recurrence,
cascade, alerts, timeline-detail, ua-rotation)
Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com >
2026-04-09 00:29:34 +02:00
db306fb9da
fix: P0 audit bugs — bot-detector + dashboard + SQL
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Bot-detector:
- B1.1: campaign_id and raw_anomaly_score now inserted into ml_detected_anomalies
- B1.4/B1.5: log_decision argument order fixed (cycle_id, name)
- B1.7: AE broadcast error — model now returns features list, scoring
uses model's features instead of current cycle's (prevents dim mismatch)
- B1.8: Anubis ALLOW bots now get bot_name from anubis_bot_name
Dashboard:
- C1.1: XSS in ip_detail.html — {{ ip | tojson }} instead of raw string
- C1.2: Stored XSS via innerHTML — added escapeHtml() helper, all user-facing
formatters (fmtIP, fmtASN, fmtCountry, fmtJA4, fmtBotName, fmtLabel) sanitized
- C2.1: status filter now correctly filters http_version column
- C2.2: heatmap toDayOfWeek() - 1 for 0-indexed JS days
SQL:
- B1.3: view_ip_recurrence worst_score uses max() not min() (0=normal, 1=anomal)
- B1.6: view_resource_cascade_1h joined into view_thesis_features_1h (§5.4)
Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com >
2026-04-08 23:33:00 +02:00
c6ca352db9
feat(dashboard): add clickable drill-down to all data elements
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Add navigation helpers (fmtASN, fmtCountry, fmtJA4, fmtBotName,
fmtThreatLink, fmtLabel) to base.html for SOC analyst drill-down.
Update all templates:
- overview.html: clickable table cells + ECharts click handlers for
ASN, country, JA4, bot, and threat charts
- detections.html: URL param pre-filters, active filter bar with
clear buttons, clickable ASN/country/JA4/threat in table
- scores.html: URL param pre-filters, clickable threat/JA4/country
- traffic.html: clickable JA4 and country columns
- ip_detail.html: clickable threat/JA4 in detections, clickable
asn_org/country_code/asn_label in AI features grid
- network.html: click handlers on ASN treemap and country sunburst,
fmtJA4Full/fmtLabel/fmtBotName/fmtASN in tables
- features.html: scatter plot click navigates to /ip/{ip}
Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com >
2026-04-08 14:58:48 +02:00
b735bab5a5
feat(dashboard): rebuild SOC dashboard + fix ClickHouse SQL
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Complete rewrite of the SOC dashboard using FastAPI + Jinja2 + htmx + Chart.js + Tailwind CSS.
Replaces the old React/Vite frontend with server-rendered templates.
Dashboard pages:
- Overview: KPIs, timeline chart, threat distribution, top IPs
- Detections: paginated/filterable anomaly table
- Scores: ml_all_scores with AE error & XGB prob columns
- Traffic: HTTP logs with method/host filters
- IP Investigation: full deep-dive (scores, features, HTTP logs, classify)
- Classification: SOC feedback form + history
- Features: AI + thesis feature stats
- Models: scoring stats + model metadata
API: 9 JSON endpoints with parameterized queries, sort whitelists
SQL fixes:
- 05_aggregation_tables: add deduplicate_merge_projection_mode
- 11_views: fix nested aggregate (argMax inside sum)
- 12_thesis_features: remove invalid 'let' bindings, fix groupArrayIf type
Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com >
2026-04-08 03:21:05 +02:00