
DIAL
Event-driven AWS security misconfiguration detection framework that monitors multiple accounts in real-time, triggering alerts via Lambda for IAM,…

Event-driven AWS security misconfiguration detection framework that monitors multiple accounts in real-time, triggering alerts via Lambda for IAM,…

Serverless AWS security automation framework that ingests threat intelligence, applies ML-based anomaly detection (RCF, IP Insights), and enriches…



A Jupyter notebook to assist with the analysis of the output generated from Volatility memory extraction framework.

A framework and taxonomy for identifying, classifying, and reasoning about detection logic bugs in SIEM, EDR, and XDR rules, with concrete examples…

LLM-first deception framework: "The honeypot that talks back!™"

Open-source framework for embedding realistic decoy routes and honey fields into APIs to detect attackers probing business logic, converting…

Berry Sentinel v5.0 — Advanced behavioral C2 and reverse shell detector for Linux/Windows/Unix systems. Features real-time connection analysis,…

🦅 ZeroScout: The Autonomous Local & Cloud Threat Hunter. Visualize attacks in a live War Room, identify APT groups via Genetic Analysis, and…

Detection of Manjusaka C2 framework

Kernel-runtime defense framework for AF_ALG vulnerabilities, featuring eBPF socket tracing, Ansible hardening, and a crypto auditor for drift…

Multi-layer security framework for AI agent ecosystems. Provides pre-installation skill auditing, file integrity monitoring, runtime protection, and…

Digital Forensics Intelligence Framework

Host-based detection rules for the RCE vulnerability in the React JavaScript framework.

Detection framework for CVE-2025-32463 sudo privilege escalation vulnerability. Provides real-time monitoring, forensic analysis, and SIEM…

An advanced memory forensics framework