Popular GitHub Repositories for Attack

Master Federated Learning in 2 Hours—Run It on Your PC!

A certifiable defense against adversarial examples by training neural networks to be provably robust

Create adversarial attacks against machine learning Windows malware detectors

Official TensorFlow Implementation of Adversarial Training for Free! which trains robust models at no extra cost compared to natural training.

A survey on harmful fine-tuning attack for large language model

This repository contains the implementation of three adversarial example attack methods FGSM, IFGSM, MI-FGSM and one Distillation as defense against all attacks using MNIST dataset.

Flash-IDS is an open-source system developed by the DART Laboratory for advanced intrusion detection using provenance graph representation learning. It implements the techniques presented in our IEEE S&P 2024 paper, "FLASH: A Comprehensive Approach to Intrusion Detection via Provenance Graph Representation Learning.

Official implementation of paper: DrAttack: Prompt Decomposition and Reconstruction Makes Powerful LLM Jailbreakers

?? Forta bot that detects deployment of smart contracts containing exploits

This is the official code for the paper "Virus: Harmful Fine-tuning Attack for Large Language Models Bypassing Guardrail Moderation"

Code repo for the paper: Attacking Vision-Language Computer Agents via Pop-ups

[EMNLP 2020] "T3: Tree-Autoencoder Constrained Adversarial Text Generation for Targeted Attack" by Boxin Wang, Hengzhi Pei, Boyuan Pan, Qian Chen, Shuohang Wang, Bo Li

Prompt Injection Attacks against GPT-4, Gemini, Azure, Azure with Jailbreak

MALCOM: Generating Malicious Comments to Attack Neural Fake News Detection Models 20th IEEE International Conference on Data Mining (ICDM)

Augmented Classifier Attack