😎 up-to-date & curated list of awesome Attacks on Large-Vision-Language-Models papers, methods & resources.
☆505Feb 17, 2026Updated 3 weeks ago
Alternatives and similar repositories for Awesome-LVLM-Attack
Users that are interested in Awesome-LVLM-Attack are comparing it to the libraries listed below
Sorting:
- Accepted by IJCAI-24 Survey Track☆231Aug 25, 2024Updated last year
- ☆55Dec 7, 2024Updated last year
- ☆73Mar 30, 2025Updated 11 months ago
- This is an official repository of ``VLAttack: Multimodal Adversarial Attacks on Vision-Language Tasks via Pre-trained Models'' (NeurIPS 2…☆66Mar 22, 2025Updated 11 months ago
- ☆59Jun 5, 2024Updated last year
- Repository for the Paper (AAAI 2024, Oral) --- Visual Adversarial Examples Jailbreak Large Language Models☆266May 13, 2024Updated last year
- A reading list for large models safety, security, and privacy (including Awesome LLM Security, Safety, etc.).☆1,879Updated this week
- A Survey on Jailbreak Attacks and Defenses against Multimodal Generative Models☆308Jan 11, 2026Updated last month
- CVPR 2025 - Anyattack: Towards Large-scale Self-supervised Adversarial Attacks on Vision-language Models☆66Aug 7, 2025Updated 7 months ago
- Code for ACM MM2024 paper: White-box Multimodal Jailbreaks Against Large Vision-Language Models☆31Dec 30, 2024Updated last year
- Code for ICLR 2025 Failures to Find Transferable Image Jailbreaks Between Vision-Language Models☆37Jun 1, 2025Updated 9 months ago
- [ICLR 2024 Spotlight 🔥 ] - [ Best Paper Award SoCal NLP 2023 🏆] - Jailbreak in pieces: Compositional Adversarial Attacks on Multi-Modal…☆80Jun 6, 2024Updated last year
- [NeurIPS-2023] Annual Conference on Neural Information Processing Systems☆228Dec 22, 2024Updated last year
- Adversarial Attacks against Closed-Source MLLMs via Feature Optimal Alignment (NeurIPS 2025)☆50Nov 5, 2025Updated 4 months ago
- [ICML 2024] Unsupervised Adversarial Fine-Tuning of Vision Embeddings for Robust Large Vision-Language Models☆157Feb 19, 2026Updated 2 weeks ago
- Accepted by ECCV 2024☆192Oct 15, 2024Updated last year
- Code for paper "Membership Inference Attacks Against Vision-Language Models"☆26Jan 25, 2025Updated last year
- A curated list of safety-related papers, articles, and resources focused on Large Language Models (LLMs). This repository aims to provide…☆1,789Updated this week
- ☆164Sep 2, 2024Updated last year
- A curated list of resources dedicated to the safety of Large Vision-Language Models. This repository aligns with our survey titled A Surv…☆197Feb 6, 2026Updated last month
- [ICLR 2024] Inducing High Energy-Latency of Large Vision-Language Models with Verbose Images☆43Jan 25, 2024Updated 2 years ago
- [ECCV 2024] The official code for "AdaShield: Safeguarding Multimodal Large Language Models from Structure-based Attack via Adaptive Shi…☆72Feb 9, 2026Updated last month
- Safety at Scale: A Comprehensive Survey of Large Model Safety☆228Feb 3, 2026Updated last month
- [ICLR 2025] Dissecting adversarial robustness of multimodal language model agents☆130Feb 19, 2025Updated last year
- [NeurIPS25 & ICML25 Workshop on Reliable and Responsible Foundation Models] A Simple Baseline Achieving Over 90% Success Rate Against the…☆90Feb 3, 2026Updated last month
- TransferAttack is a pytorch framework to boost the adversarial transferability for image classification.☆461Feb 27, 2026Updated last week
- ☆25Mar 16, 2025Updated 11 months ago
- AnyDoor: Test-Time Backdoor Attacks on Multimodal Large Language Models☆60Apr 8, 2024Updated last year
- ☆20Jan 15, 2024Updated 2 years ago
- [AAAI'25 (Oral)] Jailbreaking Large Vision-language Models via Typographic Visual Prompts☆192Jun 26, 2025Updated 8 months ago
- [ECCV'24 Oral] The official GitHub page for ''Images are Achilles' Heel of Alignment: Exploiting Visual Vulnerabilities for Jailbreaking …☆38Oct 17, 2024Updated last year
- [ICML 2024] Safety Fine-Tuning at (Almost) No Cost: A Baseline for Vision Large Language Models.☆85Jan 19, 2025Updated last year
- ☆59Aug 11, 2024Updated last year
- Code&Data for the paper "Watch Out for Your Agents! Investigating Backdoor Threats to LLM-Based Agents" [NeurIPS 2024]☆109Sep 27, 2024Updated last year
- ☆26Jun 5, 2024Updated last year
- [CVPR 2025] Official implementation for "Steering Away from Harm: An Adaptive Approach to Defending Vision Language Model Against Jailbre…☆53Jul 5, 2025Updated 8 months ago
- A toolbox for benchmarking trustworthiness of multimodal large language models (MultiTrust, NeurIPS 2024 Track Datasets and Benchmarks)☆174Jun 27, 2025Updated 8 months ago
- official PyTorch implement of Towards Adversarial Attack on Vision-Language Pre-training Models☆65Mar 20, 2023Updated 2 years ago
- ☆80Jul 23, 2024Updated last year