Advanced Ransomware Detection and Mitigation System
By Zafri
Categories: Cybersecurity
About Course
- Tech Stack: Python (TensorFlow, Keras), OSSEC, Splunk, AWS (GuardDuty, S3), Docker, Kubernetes
- Objective: Develop a ransomware detection and mitigation platform using machine learning models to detect abnormal file encryption patterns. Integrate the system with OSSEC for endpoint protection and Splunk for threat analysis. Automatically isolate affected systems and back up data securely on AWS.
- Skills Needed: Ransomware detection, machine learning (anomaly detection, TensorFlow), endpoint security (OSSEC), automated mitigation strategies, cloud-based backups (AWS S3).
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