
Learning-to-Detect
Detects unknown jailbreak attacks in large vision-language models using hidden state analysis and autoencoders, with training and evaluation…

Detects unknown jailbreak attacks in large vision-language models using hidden state analysis and autoencoders, with training and evaluation…

Research code for detecting and detoxifying backdoors in text-to-image diffusion models, with pipelines for Stable Diffusion v1.4, v1.5, XL, and 3…

Research pipeline for detecting latent indirect prompt-injection exposure signals in agentic LLMs via hidden-state probing, including trace…

Research implementation for mitigating adaptive prompt injections via on-policy distillation, with training recipes and evaluators for SEP, PISmith,…

ML-driven threat detection and continuous monitoring platform built for federal zero trust architectures.

A Python pickling decompiler and static analyzer

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

An Evaluation Agent for Detecting Misinformation and Knowledge Poisoning in Retrieval-Augmented Generation Systems.

A list of covert channels and steganography/steganalysis resources (books, papers & tools)

An adversarial example library for constructing attacks, building defenses, and benchmarking both

A Python toolbox to create adversarial examples that fool neural networks in PyTorch, TensorFlow, and JAX

Protection against Model Serialization Attacks

Algorithms for outlier, adversarial and drift detection

Curated list of backdoor learning papers, surveys, and toolboxes, organizing poisoning-based attacks and defenses in deep learning for researchers…

List of tools & datasets for anomaly detection on time-series data.

A machine learning toolkit for log parsing [ICSE'19, DSN'16]

Standardized adversarial robustness benchmark with a public leaderboard and downloadable model zoo for evaluating ML models against Lp attacks and…

Automatic extraction of relevant features from time series: