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Research-only AI watermark robustness toolkit: local reverse proxy strips C2PA/EXIF/XMP, Unicode, image/audio stego, OOXML/PDF metadata, and scans…

Research-only AI watermark robustness toolkit: local reverse proxy strips C2PA/EXIF/XMP, Unicode, image/audio stego, OOXML/PDF metadata, and scans…

Research demonstration of indirect prompt injection attacks to control autonomous LLM-based web agents, with tools for trigger optimization and…

Educational Python PoC for a QUIC address-validation bypass that triggers handshake amplification, including vulnerable server simulation and attack…

Demonstrates how a malicious Python package executes arbitrary commands during pip install via setup.py, highlighting PyPI supply chain and…

[ICCV 2025] Anti-Tamper Protection for Unauthorized Individual Image Generation

Fish Live In Trees

Cross-chain bridge PoC for CVE-2026-23003: demonstrates message forging via missing origin chain ID using vulnerable Solidity contract and Python…

Intentionally vulnerable machine learning model for hands-on security training. Explore common ML vulnerabilities, adversarial attacks, and defensive…

Code repository for CS5446 project exploring defenses against jailbreak attacks on large-language models it includes datasets, notebooks,…

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