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"
  ☆21Updated 10 months ago
• YitingQu / unsafe-diffusion
  ☆40Updated last year
• LiangSiyuan21 / BadCLIP
  ☆28Updated last year
• NY1024 / BAP-Jailbreak-Vision-Language-Models-via-Bi-Modal-Adversarial-Prompt
  ☆53Updated last year
• Haochen-Luo / CroPA
  ☆54Updated 11 months ago
• huanranchen / VLMTransfer
  A package that achieves 95%+ transfer attack success rate against GPT-4
  ☆24Updated last year
• umd-huang-lab / VLM-Poisoning
  Code for Neurips 2024 paper "Shadowcast: Stealthy Data Poisoning Attacks Against Vision-Language Models"
  ☆56Updated 10 months ago
• grasses / PoisonPrompt
  Code for paper: PoisonPrompt: Backdoor Attack on Prompt-based Large Language Models, IEEE ICASSP 2024. Demo//124.220.228.133:11107
  ☆18Updated last year
• yxoh / prompt_leak_usenix2024
  ☆13Updated last year
• erfanshayegani / Jailbreak-In-Pieces
  [ICLR 2024 Spotlight 🔥 ] - [ Best Paper Award SoCal NLP 2023 🏆] - Jailbreak in pieces: Compositional Adversarial Attacks on Multi-Modal…
  ☆76Updated last year
• datar001 / Awesome-AD-on-T2IDM
  A collection of resources on attacks and defenses targeting text-to-image diffusion models
  ☆80Updated 8 months ago
• SaFoLab-WISC / Awesome-T2I-safety-Papers
  List of T2I safety papers, updated daily, welcome to discuss using Discussions
  ☆67Updated last year
• reds-lab / CLIP-MIA
  This is an official repository for Practical Membership Inference Attacks Against Large-Scale Multi-Modal Models: A Pilot Study (ICCV2023…
  ☆24Updated 2 years ago
• ASTRAL-Group / ASTRA
  [CVPR 2025] Official implementation for "Steering Away from Harm: An Adaptive Approach to Defending Vision Language Model Against Jailbre…
  ☆46Updated 4 months ago
• ericyinyzy / VLAttack
  This is an official repository of ``VLAttack: Multimodal Adversarial Attacks on Vision-Language Tasks via Pre-trained Models'' (NeurIPS 2…
  ☆63Updated 8 months ago
• yunqing-me / AttackVLM
  [NeurIPS-2023] Annual Conference on Neural Information Processing Systems
  ☆221Updated 11 months ago
• sail-sg / AnyDoor
  AnyDoor: Test-Time Backdoor Attacks on Multimodal Large Language Models
  ☆60Updated last year
• jiawangbai / BadCLIP
  Implementation of BadCLIP https://arxiv.org/pdf/2311.16194.pdf
  ☆23Updated last year
• ffhibnese / CPGC_VLP_Universal_Attacks
  [ICCV-2025] Universal Adversarial Attack, Multimodal Adversarial Attacks, VLP models, Contrastive Learning, Cross-modal Perturbation Gene…
  ☆31Updated 4 months ago
• shiningrain / JailGuard
  ☆24Updated 8 months ago
• abc03570128 / Jailbreaking-Attack-against-Multimodal-Large-Language-Model
  ☆52Updated last year
• liuxuannan / Awesome-Multimodal-Jailbreak
  A Survey on Jailbreak Attacks and Defenses against Multimodal Generative Models
  ☆272Updated this week
• grasses / PromptCARE
  Code for paper: "PromptCARE: Prompt Copyright Protection by Watermark Injection and Verification", IEEE S&P 2024.
  ☆33Updated last year
• KuofengGao / Verbose_Images
  [ICLR 2024] Inducing High Energy-Latency of Large Vision-Language Models with Verbose Images
  ☆41Updated last year
• T0hsakar1n / RAPID
  Source code and scripts for the paper "Is Difficulty Calibration All We Need? Towards More Practical Membership Inference Attacks"
  ☆20Updated 11 months ago
• thu-ml / Attack-Bard
  ☆107Updated last year
• OPTML-Group / QF-Attack
  [CVPR23W] "A Pilot Study of Query-Free Adversarial Attack against Stable Diffusion" by Haomin Zhuang, Yihua Zhang and Sijia Liu
  ☆26Updated last year
• ZhentingWang / LatentTracer
  ☆31Updated last year
• zhaisf / BadT2I
  [MM'23 Oral] "Text-to-image diffusion models can be easily backdoored through multimodal data poisoning"
  ☆32Updated 3 months ago
• WUSTL-CSPL / RIATIG
  ☆28Updated 2 years ago