


Programmable guardrails for LLM chat apps: enforce input/output rails, block jailbreaks and prompt injections, detect hallucination, and mask…

ESPectre - Motion detection system based on Wi-Fi spectre analysis (CSI), with Home Assistant integration.

Linux system-call monitor using ptrace to trace file, process, network, and memory activity, with namespace isolation and machine learning…

Open source entropy based invalid traffic detection and pre-bid filtering.

A machine learning tool that ranks strings based on their relevance for malware analysis.

A package for capturing and analyzing network flow data and intraflow data, for network research, forensics, and security monitoring.

An Open-Source Package for Textual Adversarial Attack.

Causal context attribution and rule-based monitor LLM defense against indirect prompt injection in LLM agents, achieving state-of-art performance on…

N-gram-based type recovery tool for binaries, recovering structures and function signatures from decompiled code with high throughput and actionable…

Open framework for RL-based prompt injection red teaming, with a shared trainer, curriculum learning, and benchmarks like AgentDojo, InjecAgent, and…

Dynamic and static analysis with Real Time Malware Analysis with Antivirus for Windows, including open-source XDR (3 EDR projects), ClamAV, YARA-X,…

Automatic extraction of relevant features from time series:

Interpretability and explainability of data and machine learning models

A LSTM based framework for handling multiclass imbalance in DGA botnet detection

Reverse Shell Detection with Machine Learning

Streamlit-based insider threat detection prototype using XGBoost and Isolation Forest to analyze employee activity data, generate risk summaries, and…

A Semantics-Enhanced Learnable Vulnerability Detector