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ASENA-ANALYSIS: A hybrid Intrusion Detection System (IDS) that combines rule-based logic with Machine Learning (Isolation Forest) for real-time SQL Injection detection. Features KVKK/GDPR-compliant PII masking, Streamlit dashboard, and instant WhatsApp/Telegram alerts. 🛡️💻
Investigated suspicious Microsoft 365 sign in activity using portal triage, containment actions like session revocation and stronger authentication, then validated remediation and practiced structured KQL hunting patterns with Azure Monitor Logs demo data.
Artefact conçu pour déplacer la surface d'action vers la représentation opérationnelle d'un système défensif. Pas d'exploitation, pas de persistance. L'espace cognitif comme terrain. Ce qui cesse d'être observé pendant la qualification est l'espace dans lequel il opère.