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add data exfiltration detection rule
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50
idps/rules/TCP/Scan/dataExfiltration.py
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50
idps/rules/TCP/Scan/dataExfiltration.py
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from collections import defaultdict
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from scapy.all import IP
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import time
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data_transfer = defaultdict(lambda: {"current": 0, "daily": 0, "last_reset": time.time()})
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def rule(packet, _, db):
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"""Règle pour détecter une exfiltration de données importantes."""
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global data_transfer
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if IP in packet:
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src_ip = packet[IP].src
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dst_ip = packet[IP].dst
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payload_size = len(packet[IP].payload)
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# Mettre à jour le volume de données transférées
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current_time = time.time()
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if current_time - data_transfer[src_ip]["last_reset"] > rule.reset_time:
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data_transfer[src_ip]["daily"] = 0
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data_transfer[src_ip]["last_reset"] = current_time
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data_transfer[src_ip]["current"] += payload_size
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data_transfer[src_ip]["daily"] += payload_size
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# Déclencher une alerte si un seuil est atteint
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if data_transfer[src_ip]["current"] > rule.seuil_session:
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alert = {
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"type": "Exfiltration de données détectée (instantané)",
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"source_ip": src_ip,
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"destination_ip": dst_ip,
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"volume": data_transfer[src_ip]["current"] / (1024 ** 3),
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"threshold": rule.seuil_session / (1024 ** 3),
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"time": time.strftime("%Y-%m-%d %H:%M:%S", time.gmtime()),
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}
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db.save_alert(alert)
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data_transfer[src_ip]["current"] = 0 # Réinitialiser pour les prochaines sessions
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if data_transfer[src_ip]["daily"] > rule.seuil_journalier:
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alert = {
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"type": "Exfiltration de données détectée (journalière)",
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"source_ip": src_ip,
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"volume": data_transfer[src_ip]["daily"] / (1024 ** 3),
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"threshold": rule.seuil_journalier / (1024 ** 3),
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"time": time.strftime("%Y-%m-%d %H:%M:%S", time.gmtime()),
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}
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db.save_alert(alert)
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rule.reset_time = 24 * 3600 # 24 heures en secondes
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rule.seuil_session = 5 * 1024 * 1024 * 1024 # 5 Go en octets
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rule.seuil_journalier = 50 * 1024 * 1024 * 1024 # 50 Go en octets
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