Real-time detection and defense against malicious network activity and policy violations (exploits, port-scanners, advertising, telemetry, state surveillance, etc.)
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Updated
Jun 23, 2025 - Python
Real-time detection and defense against malicious network activity and policy violations (exploits, port-scanners, advertising, telemetry, state surveillance, etc.)
wolfSSL Intrusion Detection and Prevention System (IDPS)
Real-time detection and defense against malicious network activity and policy violations (exploits, port-scanners, advertising, telemetry, state surveillance, etc.)
IDPS-ESCAPE (Intrusion Detection and Prevention Systems for Evading Supply Chain Attacks and Post-compromise Effects), part of project CyFORT: open-source SOAR system powered by a deep learning-based anomaly detection toolbox (ADBox) and a risk-aware AD-based active response (RADAR) subsystem integrated with OSS such as Wazuh and Suricata.
This project addresses cybersecurity in aviation by developing a machine learning-enhanced intrusion detection and prevention system (IDPS) for aircraft networks. Combining YARA-based signature detection with behavior-based (ML) anomaly detection, the system mitigates cyber threats in real-time, protecting aircraft from sophisticated attacks.
Demonstrating Intrusion Detection and Prevention capabilities through Suricata IDPS.
A Linux based IDPS system configured with Snort Intrusion Detection System (IDS) and Syslog Next Generation for network monitoring, intrusion detection & prevention, as well as response in the form of real time alerts. For the purpose of this project, signature-based detection will be employed for the development of the system.
A Security Operations Center (SOC) created by open source tools
A comprehensive solution for deploying Suricata, monitoring its logs, and automating email notifications for real-time alerts.
Revealing Biological Insights for Imaging-Derived Phenotypes through Transcriptomic Enrichment
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