mlsec

OWASP Machine Learning Security Top 10 Project

An online multiplayer version of the threat modeling card games: Elevation of Privilege (EoP), OWASP Cornucopia, OWASP Cumulus, and Elevation of MLsec.

A curated list of awesome AML attacks and defences frameworks and resources.

This repository contains comprehensive documentation for implementing and optimizing the A-MEM (Associative Memory) system utilizing both vector and graph storage for dynamic memory organization.

🛡️ The CrowdStrike for AI Agents — Runtime protection, threat detection & security monitoring for LLM agents. Supports LangChain, CrewAI, AutoGen, OpenAI. Python • JS • Rust • Go • Ruby • .NET

A curated list of awesome resources for AI system security.

Reference implementation of Zero-Trust Data Pipelines for AI Systems — checksum validation, YAML policy enforcement, trust scoring, lineage tracking, and append-only audit logs. Companion code for Mudusu & Gentyala (2026), DOI: 10.70589/JRTCSE.2026.14.2.2.

Cryptographic provenance verification and binary inspection for ML model artifacts (Safetensors, GGUF, PyTorch) in CI/CD pipelines. Companion toolkit to the Help Net Security column Weaponized Weights.

A competition report for the 3rd edition of the Machine Learning Security Evasion Competition (MLSEC-2021)

Solution for the Trojan Detection Challenge (TDC2022 - https://trojandetection.ai) as part of NeurIPS 2022

Machine Learning for Cyber Security

paper: rethinking adversarial examples

Talk presented during 3rd SeComp from UTFPR, Brazil, Apucarana. This repository contains all codes, slides, and supplementary material.