Alternatives and similar repositories for VL-MIA

Users that are interested in VL-MIA are comparing it to the libraries listed below

• YukeHu / vlm_mia
  Code for paper "Membership Inference Attacks Against Vision-Language Models"
  ☆25Updated last year
• umd-huang-lab / VLM-Poisoning
  Code for Neurips 2024 paper "Shadowcast: Stealthy Data Poisoning Attacks Against Vision-Language Models"
  ☆58Updated last year
• sail-sg / AnyDoor
  AnyDoor: Test-Time Backdoor Attacks on Multimodal Large Language Models
  ☆60Updated last year
• YitingQu / unsafe-diffusion
  ☆43Updated last year
• shiningrain / JailGuard
  ☆25Updated 10 months ago
• LiangSiyuan21 / BadCLIP
  ☆30Updated last year
• Haochen-Luo / CroPA
  ☆54Updated last year
• huanranchen / VLMTransfer
  A package that achieves 95%+ transfer attack success rate against GPT-4
  ☆26Updated last year
• NY1024 / BAP-Jailbreak-Vision-Language-Models-via-Bi-Modal-Adversarial-Prompt
  ☆56Updated last year
• erfanshayegani / Jailbreak-In-Pieces
  [ICLR 2024 Spotlight 🔥 ] - [ Best Paper Award SoCal NLP 2023 🏆] - Jailbreak in pieces: Compositional Adversarial Attacks on Multi-Modal…
  ☆78Updated last year
• jiawangbai / BadCLIP
  Implementation of BadCLIP https://arxiv.org/pdf/2311.16194.pdf
  ☆23Updated last year
• thunxxx / MLLM-Jailbreak-evaluation-MMJ-Bench
  ☆70Updated 10 months ago
• AI-secure / AdvAgent
  ☆22Updated 8 months ago
• ericyinyzy / VLAttack
  This is an official repository of ``VLAttack: Multimodal Adversarial Attacks on Vision-Language Tasks via Pre-trained Models'' (NeurIPS 2…
  ☆66Updated 10 months ago
• datar001 / Awesome-AD-on-T2IDM
  A collection of resources on attacks and defenses targeting text-to-image diffusion models
  ☆91Updated last month
• SaFo-Lab / Awesome-T2I-safety-Papers
  List of T2I safety papers, updated daily, welcome to discuss using Discussions
  ☆67Updated last year
• grasses / PromptCARE
  Code for paper: "PromptCARE: Prompt Copyright Protection by Watermark Injection and Verification", IEEE S&P 2024.
  ☆34Updated last year
• abc03570128 / Jailbreaking-Attack-against-Multimodal-Large-Language-Model
  ☆58Updated last year
• ASTRAL-Group / ASTRA
  [CVPR 2025] Official implementation for "Steering Away from Harm: An Adaptive Approach to Defending Vision Language Model Against Jailbre…
  ☆48Updated 6 months ago
• THU-BPM / unforgeable_watermark
  Source code of paper "An Unforgeable Publicly Verifiable Watermark for Large Language Models" accepted by ICLR 2024
  ☆34Updated last year
• isXinLiu / MM-SafetyBench
  Accepted by ECCV 2024
  ☆184Updated last year
• grasses / PoisonPrompt
  Code for paper: PoisonPrompt: Backdoor Attack on Prompt-based Large Language Models, IEEE ICASSP 2024. Demo//124.220.228.133:11107
  ☆19Updated last year
• KuofengGao / Verbose_Images
  [ICLR 2024] Inducing High Energy-Latency of Large Vision-Language Models with Verbose Images
  ☆42Updated 2 years ago
• zhipeng-wei / EmojiAttack
  Emoji Attack [ICML 2025]
  ☆41Updated 6 months ago
• yunqing-me / AttackVLM
  [NeurIPS-2023] Annual Conference on Neural Information Processing Systems
  ☆224Updated last year
• liuxuannan / Awesome-Multimodal-Jailbreak
  A Survey on Jailbreak Attacks and Defenses against Multimodal Generative Models
  ☆301Updated 2 weeks ago
• ffhibnese / CPGC_VLP_Universal_Attacks
  [ICCV-2025] Universal Adversarial Attack, Multimodal Adversarial Attacks, VLP models, Contrastive Learning, Cross-modal Perturbation Gene…
  ☆34Updated 6 months ago
• multimodalpragmatic / multimodalpragmatic
  ☆13Updated 2 weeks ago
• ZhentingWang / DIAGNOSIS
  ☆23Updated last year
• rain152 / PAT
  [NeurIPS 2024] Fight Back Against Jailbreaking via Prompt Adversarial Tuning
  ☆10Updated last year