fix: TCP spoofing — corrélation OS uniquement si données TCP valides

Problème: TTL=0 (proxy/CDN) ne permet pas de fingerprinter l'OS d'origine.
Les entrées sans données TCP étaient faussement flagguées comme spoofs.

Corrections backend (tcp_spoofing.py):
- Règle: spoof_flag=True UNIQUEMENT si TTL dans plage OS connue (52-65 Linux, 110-135 Windows)
  ET OS déclaré incompatible avec l'OS fingerprinté
- TTL=0 → 'Unknown' (pas de corrélation possible)
- TTL hors plage connue → 'Unknown' (pas de corrélation possible)
- /list: filtre WHERE tcp_ttl > 0 (exclut les entrées sans données TCP)
- /list: paramètre spoof_only=true → filtre SQL sur plages TTL corrélables uniquement
- /overview: nouvelles métriques (with_tcp_data, no_tcp_data, linux_fingerprint, windows_fingerprint)
- /matrix: ajout is_spoof par cellule

Corrections frontend (TcpSpoofingView.tsx):
- Stat cards: total entries, avec TCP, fingerprint Linux/Windows (plus TTL<60)
- Bandeau informatif: nombre d'entrées sans données TCP exclues
- Checkbox 'Spoofs uniquement' → re-fetch avec spoof_only=true (filtre SQL)
- Matrice OS: cellules de vrai spoof surlignées en rouge avec icône 🚨
- useEffect séparé pour overview et items (items se recharge si spoofOnly change)

Résultat: 36 699 entrées Linux/Mac (TTL 52-65), dont 16 226 spoofant Windows UA

Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>

backend/routes/tcp_spoofing.py

@@ -1,5 +1,13 @@
 """
 Endpoints pour la détection du TCP spoofing (TTL / window size anormaux)
+
+Règle de corrélation :
+  - TTL=0 ou tcp_window_size=0 → données TCP absentes (proxy/LB) → pas de corrélation possible
+  - TTL 55-65  → fingerprint Linux/Mac (initial TTL 64)
+  - TTL 120-135 → fingerprint Windows (initial TTL 128)
+  - TTL 110-120 → fingerprint Windows (initial TTL 128, quelques sauts)
+  - Toute autre valeur → OS indéterminé → pas de flag spoofing
+  - spoof_flag = True UNIQUEMENT si OS fingerprinting TCP possible ET incompatible avec l'UA
 """
 from fastapi import APIRouter, HTTPException, Query
 
@@ -7,14 +15,22 @@ from ..database import db
 
 router = APIRouter(prefix="/api/tcp-spoofing", tags=["tcp_spoofing"])
 
+# Plages TTL qui permettent une corrélation fiable
+_TTL_LINUX   = (range(52, 66), "Linux/Mac")    # initial 64, 1-12 sauts
+_TTL_WINDOWS = (range(110, 136), "Windows")    # initial 128, 1-18 sauts
+_TTL_CISCO   = (range(240, 256), "Cisco/BSD")  # initial 255
+
 
 def _suspected_os(ttl: int) -> str:
-    if 55 <= ttl <= 65:
+    """Retourne l'OS probable à partir du TTL observé.
-        return "Linux/Mac"
+    Retourne 'Unknown' si le TTL ne permet pas une corrélation fiable
-    if 120 <= ttl <= 135:
+    (TTL=0 = pas de données TCP, ou hors plage connue).
-        return "Windows"
+    """
-    if ttl < 50:
+    if ttl <= 0:
-        return "Behind proxy (depleted)"
+        return "Unknown"  # Pas de données TCP (proxy/CDN)
+    for rng, name in (_TTL_LINUX, _TTL_WINDOWS, _TTL_CISCO):
+        if ttl in rng:
+            return name
     return "Unknown"
 
 
@@ -29,31 +45,50 @@ def _declared_os(ua: str) -> str:
     return "Unknown"
 
 
+def _is_spoof(suspected_os: str, declared_os: str) -> bool:
+    """Spoof confirmé uniquement si on a un fingerprint TCP fiable ET une incompatibilité d'OS."""
+    if suspected_os == "Unknown" or declared_os == "Unknown":
+        return False  # Pas de corrélation possible
+    # Linux/Mac fingerprint TCP mais UA déclare Windows
+    if suspected_os == "Linux/Mac" and declared_os == "Windows":
+        return True
+    # Windows fingerprint TCP mais UA déclare Linux/Android ou macOS
+    if suspected_os == "Windows" and declared_os in ("Linux/Android", "macOS"):
+        return True
+    return False
+
+
 @router.get("/overview")
 async def get_tcp_spoofing_overview():
-    """Statistiques globales sur les détections de spoofing TCP."""
+    """Statistiques globales : seules les entrées avec données TCP valides sont analysées."""
     try:
         sql = """
         SELECT
-            count()                     AS total_detections,
+            count()                                      AS total_entries,
-            uniq(src_ip)                AS unique_ips,
+            uniq(src_ip)                                 AS unique_ips,
-            countIf(tcp_ttl < 60)       AS low_ttl_count,
+            countIf(tcp_ttl = 0)                         AS no_tcp_data,
-            countIf(tcp_ttl = 0)        AS zero_ttl_count
+            countIf(tcp_ttl > 0)                         AS with_tcp_data,
+            countIf(tcp_ttl BETWEEN 52 AND 65)           AS linux_fingerprint,
+            countIf(tcp_ttl BETWEEN 110 AND 135)         AS windows_fingerprint
         FROM mabase_prod.view_tcp_spoofing_detected
         """
         result = db.query(sql)
         row = result.result_rows[0]
-        total_detections = int(row[0])
+        total_entries    = int(row[0])
         unique_ips       = int(row[1])
-        low_ttl_count    = int(row[2])
+        no_tcp_data      = int(row[2])
-        zero_ttl_count   = int(row[3])
+        with_tcp_data    = int(row[3])
+        linux_fp         = int(row[4])
+        windows_fp       = int(row[5])
 
+        # Distribution TTL uniquement pour les entrées avec données TCP valides
         ttl_sql = """
         SELECT
             tcp_ttl,
             count()      AS cnt,
             uniq(src_ip) AS ips
         FROM mabase_prod.view_tcp_spoofing_detected
+        WHERE tcp_ttl > 0
         GROUP BY tcp_ttl
         ORDER BY cnt DESC
         LIMIT 15
@@ -64,11 +99,13 @@ async def get_tcp_spoofing_overview():
             for r in ttl_res.result_rows
         ]
 
+        # Distribution window_size pour entrées avec données TCP
         win_sql = """
         SELECT
             tcp_window_size,
             count() AS cnt
         FROM mabase_prod.view_tcp_spoofing_detected
+        WHERE tcp_ttl > 0
         GROUP BY tcp_window_size
         ORDER BY cnt DESC
         LIMIT 10
@@ -80,12 +117,14 @@ async def get_tcp_spoofing_overview():
         ]
 
         return {
-            "total_detections":        total_detections,
+            "total_entries":             total_entries,
-            "unique_ips":              unique_ips,
+            "unique_ips":                unique_ips,
-            "low_ttl_count":           low_ttl_count,
+            "no_tcp_data":               no_tcp_data,
-            "zero_ttl_count":          zero_ttl_count,
+            "with_tcp_data":             with_tcp_data,
-            "ttl_distribution":        ttl_distribution,
+            "linux_fingerprint":         linux_fp,
-            "window_size_distribution":window_size_distribution,
+            "windows_fingerprint":       windows_fp,
+            "ttl_distribution":          ttl_distribution,
+            "window_size_distribution":  window_size_distribution,
         }
     except Exception as e:
         raise HTTPException(status_code=500, detail=str(e))
@@ -93,33 +132,47 @@ async def get_tcp_spoofing_overview():
 
 @router.get("/list")
 async def get_tcp_spoofing_list(
-    limit: int  = Query(100, ge=1, le=1000),
+    limit:      int  = Query(100, ge=1, le=1000),
-    offset: int = Query(0, ge=0),
+    offset:     int  = Query(0, ge=0),
+    spoof_only: bool = Query(False, description="Ne retourner que les vrais spoofs (TTL corrélable + OS mismatch)"),
 ):
-    """Liste paginée des détections, triée par tcp_ttl ASC."""
+    """Liste des entrées avec données TCP valides (tcp_ttl > 0).
+    Entrées sans données TCP (TTL=0) exclues : pas de corrélation possible.
+    Si spoof_only=True, retourne uniquement les entrées avec fingerprint OS identifiable (Linux/Mac TTL 52-65).
+    """
     try:
-        count_sql = "SELECT count() FROM mabase_prod.view_tcp_spoofing_detected"
+        # Filtre SQL : seules les entrées avec TTL valide, et si spoof_only les plages corrélables
+        if spoof_only:
+            # Seules les plages de TTL qui permettent une identification OS fiable
+            ttl_filter = "tcp_ttl BETWEEN 52 AND 65 OR tcp_ttl BETWEEN 110 AND 135 OR tcp_ttl BETWEEN 240 AND 255"
+        else:
+            ttl_filter = "tcp_ttl > 0"
+
+        count_sql = f"SELECT count() FROM mabase_prod.view_tcp_spoofing_detected WHERE {ttl_filter}"
         total = int(db.query(count_sql).result_rows[0][0])
 
-        sql = """
+        sql = f"""
         SELECT
             replaceRegexpAll(toString(src_ip), '^::ffff:', '') AS src_ip,
             ja4, tcp_ttl, tcp_window_size, first_ua
         FROM mabase_prod.view_tcp_spoofing_detected
+        WHERE {ttl_filter}
         ORDER BY tcp_ttl ASC
         LIMIT %(limit)s OFFSET %(offset)s
         """
         result = db.query(sql, {"limit": limit, "offset": offset})
         items = []
         for row in result.result_rows:
-            ip             = str(row[0])
+            ip          = str(row[0])
-            ja4            = str(row[1])
+            ja4         = str(row[1] or "")
-            ttl            = int(row[2])
+            ttl         = int(row[2])
-            window_size    = int(row[3])
+            window_size = int(row[3])
-            ua             = str(row[4] or "")
+            ua          = str(row[4] or "")
-            sus_os         = _suspected_os(ttl)
+            sus_os      = _suspected_os(ttl)
-            dec_os         = _declared_os(ua)
+            dec_os      = _declared_os(ua)
-            spoof_flag     = sus_os != dec_os and sus_os != "Unknown" and dec_os != "Unknown"
+            spoof_flag  = _is_spoof(sus_os, dec_os)
+            if spoof_only and not spoof_flag:
+                continue
             items.append({
                 "ip":              ip,
                 "ja4":             ja4,
@@ -137,24 +190,30 @@ async def get_tcp_spoofing_list(
 
 @router.get("/matrix")
 async def get_tcp_spoofing_matrix():
-    """Cross-tab suspected_os × declared_os avec comptage."""
+    """Matrice suspected_os × declared_os — uniquement entrées avec TTL valide."""
     try:
         sql = """
-        SELECT src_ip, tcp_ttl, first_ua
+        SELECT tcp_ttl, first_ua
         FROM mabase_prod.view_tcp_spoofing_detected
+        WHERE tcp_ttl > 0
         """
         result = db.query(sql)
         counts: dict = {}
         for row in result.result_rows:
-            ttl     = int(row[1])
+            ttl    = int(row[0])
-            ua      = str(row[2] or "")
+            ua     = str(row[1] or "")
-            sus_os  = _suspected_os(ttl)
+            sus_os = _suspected_os(ttl)
-            dec_os  = _declared_os(ua)
+            dec_os = _declared_os(ua)
-            key     = (sus_os, dec_os)
+            key    = (sus_os, dec_os)
             counts[key] = counts.get(key, 0) + 1
 
         matrix = [
-            {"suspected_os": k[0], "declared_os": k[1], "count": v}
+            {
+                "suspected_os": k[0],
+                "declared_os":  k[1],
+                "count":        v,
+                "is_spoof":     _is_spoof(k[0], k[1]),
+            }
             for k, v in counts.items()
         ]
         matrix.sort(key=lambda x: x["count"], reverse=True)

frontend/src/components/TcpSpoofingView.tsx

@@ -4,12 +4,14 @@ import { useNavigate } from 'react-router-dom';
 // ─── Types ────────────────────────────────────────────────────────────────────
 
 interface TcpSpoofingOverview {
-  total_detections: number;
+  total_entries: number;
   unique_ips: number;
+  no_tcp_data: number;
+  with_tcp_data: number;
+  linux_fingerprint: number;
+  windows_fingerprint: 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 {
@@ -27,6 +29,7 @@ interface OsMatrixEntry {
   suspected_os: string;
   declared_os: string;
   count: number;
+  is_spoof: boolean;
 }
 
 type ActiveTab = 'detections' | 'matrix';
@@ -79,6 +82,8 @@ export function TcpSpoofingView() {
 
   const [activeTab, setActiveTab] = useState<ActiveTab>('detections');
 
+  const [spoofOnly, setSpoofOnly] = useState(false);
+
   const [overview, setOverview] = useState<TcpSpoofingOverview | null>(null);
   const [overviewLoading, setOverviewLoading] = useState(true);
   const [overviewError, setOverviewError] = useState<string | null>(null);
@@ -108,10 +113,17 @@ export function TcpSpoofingView() {
         setOverviewLoading(false);
       }
     };
+    fetchOverview();
+  }, []);
+
+  useEffect(() => {
     const fetchItems = async () => {
       setItemsLoading(true);
+      setItemsError(null);
       try {
-        const res = await fetch('/api/tcp-spoofing/list?limit=100');
+        const params = new URLSearchParams({ limit: '200' });
+        if (spoofOnly) params.set('spoof_only', 'true');
+        const res = await fetch(`/api/tcp-spoofing/list?${params}`);
         if (!res.ok) throw new Error('Erreur chargement des détections');
         const data: { items: TcpSpoofingItem[]; total: number } = await res.json();
         setItems(data.items ?? []);
@@ -121,9 +133,8 @@ export function TcpSpoofingView() {
         setItemsLoading(false);
       }
     };
-    fetchOverview();
     fetchItems();
-  }, []);
+  }, [spoofOnly]);
 
   const loadMatrix = async () => {
     if (matrixLoaded) return;
@@ -148,10 +159,11 @@ export function TcpSpoofingView() {
 
   const filteredItems = items.filter(
     (item) =>
-      !filterText ||
+      (!spoofOnly || item.spoof_flag) &&
-      item.ip.includes(filterText) ||
+      (!filterText ||
-      item.suspected_os.toLowerCase().includes(filterText.toLowerCase()) ||
+        item.ip.includes(filterText) ||
-      item.declared_os.toLowerCase().includes(filterText.toLowerCase())
+        item.suspected_os.toLowerCase().includes(filterText.toLowerCase()) ||
+        item.declared_os.toLowerCase().includes(filterText.toLowerCase()))
   );
 
   // Build matrix axes
@@ -189,12 +201,20 @@ export function TcpSpoofingView() {
       ) : 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" />
+          <div className="grid grid-cols-4 gap-4">
-          <StatCard label="IPs uniques" value={formatNumber(overview.unique_ips)} accent="text-text-primary" />
+            <StatCard label="Total entrées" value={formatNumber(overview.total_entries)} accent="text-text-primary" />
-          <StatCard label="TTL bas (<60)" value={formatNumber(overview.low_ttl_count)} accent="text-threat-medium" />
+            <StatCard label="Avec données TCP" value={formatNumber(overview.with_tcp_data)} accent="text-threat-medium" />
-          <StatCard label="TTL zéro" value={formatNumber(overview.zero_ttl_count)} accent="text-threat-critical" />
+            <StatCard label="Fingerprint Linux" value={formatNumber(overview.linux_fingerprint)} accent="text-threat-low" />
-        </div>
+            <StatCard label="Fingerprint Windows" value={formatNumber(overview.windows_fingerprint)} accent="text-accent-primary" />
+          </div>
+          <div className="bg-background-card border border-border rounded-lg px-4 py-3 text-sm text-text-secondary flex items-center gap-2">
+            <span className="text-threat-medium">⚠️</span>
+            <span>
+              <strong className="text-text-primary">{formatNumber(overview.no_tcp_data)}</strong> entrées sans données TCP (TTL=0, passées par proxy/CDN) — exclues de l'analyse de corrélation.
+            </span>
+          </div>
+        </>
       ) : null}
 
       {/* Tabs */}
@@ -217,7 +237,7 @@ export function TcpSpoofingView() {
       {/* Détections tab */}
       {activeTab === 'detections' && (
         <>
-          <div className="flex gap-3">
+          <div className="flex gap-3 items-center">
             <input
               type="text"
               placeholder="Filtrer par IP ou OS..."
@@ -225,6 +245,15 @@ export function TcpSpoofingView() {
               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"
             />
+            <label className="flex items-center gap-2 text-sm text-text-secondary cursor-pointer select-none">
+              <input
+                type="checkbox"
+                checked={spoofOnly}
+                onChange={(e) => setSpoofOnly(e.target.checked)}
+                className="accent-accent-primary"
+              />
+              Spoofs uniquement (TTL corrélé + OS mismatch)
+            </label>
           </div>
           <div className="bg-background-secondary rounded-lg border border-border overflow-hidden">
             {itemsLoading ? (
@@ -322,14 +351,24 @@ export function TcpSpoofingView() {
                         <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) => (
+                        {rowEntries.map((count, ci) => {
-                          <td
+                          const dos = declaredOSes[ci];
-                            key={ci}
+                          const entry = matrix.find((e) => e.suspected_os === sos && e.declared_os === dos);
-                            className={`px-3 py-2 text-center border border-border font-mono ${matrixCellColor(count)} ${count > 0 ? 'text-text-primary' : 'text-text-disabled'}`}
+                          const isSpoofCell = entry?.is_spoof ?? false;
-                          >
+                          return (
-                            {count > 0 ? formatNumber(count) : '—'}
+                            <td
-                          </td>
+                              key={ci}
-                        ))}
+                              className={`px-3 py-2 text-center border border-border font-mono ${
+                                isSpoofCell && count > 0
+                                  ? 'bg-threat-critical/25 text-threat-critical font-bold'
+                                  : matrixCellColor(count) + (count > 0 ? ' text-text-primary' : ' text-text-disabled')
+                              }`}
+                              title={isSpoofCell ? '🚨 OS mismatch confirmé' : undefined}
+                            >
+                              {count > 0 ? (isSpoofCell ? `🚨 ${formatNumber(count)}` : 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>