Alternatives and similar repositories for PAT:

Users that are interested in PAT are comparing it to the libraries listed below

• PKU-ML / PAT
  Code for NeurIPS 2024 Paper "Fight Back Against Jailbreaking via Prompt Adversarial Tuning"
  ☆11Updated 5 months ago
• huanranchen / VLMTransfer
  A package that achieves 95%+ transfer attack success rate against GPT-4
  ☆17Updated 5 months ago
• erfanshayegani / Jailbreak-In-Pieces
  [ICLR 2024 Spotlight 🔥 ] - [ Best Paper Award SoCal NLP 2023 🏆] - Jailbreak in pieces: Compositional Adversarial Attacks on Multi-Modal…
  ☆50Updated 10 months ago
• abc03570128 / Jailbreaking-Attack-against-Multimodal-Large-Language-Model
  ☆44Updated 8 months ago
• NY1024 / BAP-Jailbreak-Vision-Language-Models-via-Bi-Modal-Adversarial-Prompt
  ☆39Updated 10 months ago
• AI45Lab / CodeAttack
  [ACL 2024] CodeAttack: Revealing Safety Generalization Challenges of Large Language Models via Code Completion
  ☆38Updated 5 months ago
• thunxxx / MLLM-Jailbreak-evaluation-MMJ-Bench
  ☆36Updated 2 weeks ago
• Vinsonzyh / BlueSuffix
  [ICLR 2025] BlueSuffix: Reinforced Blue Teaming for Vision-Language Models Against Jailbreak Attacks
  ☆17Updated this week
• YitingQu / unsafe-diffusion
  ☆31Updated 9 months ago
• git-disl / Safety-Tax
  This is the official code for the paper "Safety Tax: Safety Alignment Makes Your Large Reasoning Models Less Reasonable".
  ☆14Updated last month
• yuplin2333 / representation-space-jailbreak
  Code repo of our paper Towards Understanding Jailbreak Attacks in LLMs: A Representation Space Analysis (https://arxiv.org/abs/2406.10794…
  ☆19Updated 8 months ago
• neelsjain / baseline-defenses
  Official Code for "Baseline Defenses for Adversarial Attacks Against Aligned Language Models"
  ☆24Updated last year
• zihao-ai / BoT
  🔥🔥🔥Breaking long thought processes of o1-like LLMs, such as DeepSeek-R1, QwQ
  ☆27Updated last month
• umd-huang-lab / VLM-Poisoning
  Code for Neurips 2024 paper "Shadowcast: Stealthy Data Poisoning Attacks Against Vision-Language Models"
  ☆44Updated 3 months ago
• thu-coai / JailbreakDefense_GoalPriority
  [ACL 2024] Defending Large Language Models Against Jailbreaking Attacks Through Goal Prioritization
  ☆22Updated 9 months ago
• jiawangbai / BadCLIP
  Implementation of BadCLIP https://arxiv.org/pdf/2311.16194.pdf
  ☆20Updated last year
• Unispac / shallow-vs-deep-alignment
  Official Repository for The Paper: Safety Alignment Should Be Made More Than Just a Few Tokens Deep
  ☆87Updated 9 months ago
• wonderNefelibata / Awesome-LRM-Safety
  Awesome Large Reasoning Model(LRM) Safety.This repository is used to collect security-related research on large reasoning models such as …
  ☆61Updated this week
• ThuCCSLab / MergeGuard
  [CCS-LAMPS'24] LLM IP Protection Against Model Merging
  ☆14Updated 6 months ago
• KuofengGao / Verbose_Images
  [ICLR 2024] Inducing High Energy-Latency of Large Vision-Language Models with Verbose Images
  ☆33Updated last year
• xirui-li / MOSSBench
  An implementation for MLLM oversensitivity evaluation
  ☆13Updated 5 months ago
• ASTRAL-Group / ASTRA
  Official implementation for "Steering Away from Harm: An Adaptive Approach to Defending Vision Language Model Against Jailbreaks"
  ☆13Updated 4 months ago
• itsvaibhav01 / Immune
  [CVPR2025] Official Repository for IMMUNE: Improving Safety Against Jailbreaks in Multi-modal LLMs via Inference-Time Alignment
  ☆12Updated last month
• RUCAIBox / HADES
  [ECCV'24 Oral] The official GitHub page for ''Images are Achilles' Heel of Alignment: Exploiting Visual Vulnerabilities for Jailbreaking …
  ☆19Updated 5 months ago
• facebookresearch / jailbreak-objectives
  Code and data to go with the Zhu et al. paper "An Objective for Nuanced LLM Jailbreaks"
  ☆28Updated 3 months ago
• IBM / SafeLoRA
  Github repo for NeurIPS 2024 paper "Safe LoRA: the Silver Lining of Reducing Safety Risks when Fine-tuning Large Language Models"
  ☆14Updated 6 months ago
• AISafety-HKUST / Backdoor_Safety_Tuning
  Backdoor Safety Tuning (NeurIPS 2023 & 2024 Spotlight)
  ☆25Updated 5 months ago
• swj0419 / muse_bench
  ☆21Updated last month
• ybwang119 / label_recovery
  [ICLR 2024] Towards Elminating Hard Label Constraints in Gradient Inverision Attacks
  ☆13Updated last year
• chiayi-hsu / Ring-A-Bell
  ☆29Updated 3 months ago