😎 up-to-date & curated list of awesome Attacks on Large-Vision-Language-Models papers, methods & resources.
☆581Oct 28, 2026Updated this week
Alternatives and similar repositories for Awesome-LVLM-Attack
Users that are interested in Awesome-LVLM-Attack are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- A curated list of resources dedicated to the safety of Large Vision-Language Models. This repository aligns with our survey titled A Surv…☆223Sep 29, 2026Updated last month
- Accepted by IJCAI-24 Survey Track☆235Aug 25, 2024Updated 2 years ago
- A Survey on Jailbreak Attacks and Defenses against Multimodal Generative Models☆336Jan 11, 2026Updated 9 months ago
- ☆56Dec 7, 2024Updated last year
- CVPR 2025 - Anyattack: Towards Large-scale Self-supervised Adversarial Attacks on Vision-language Models☆76Aug 7, 2025Updated last year
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- Adversarial Attacks against Closed-Source MLLMs via Feature Optimal Alignment (NeurIPS 2025)☆73Nov 5, 2025Updated 11 months ago
- ☆85Mar 30, 2025Updated last year
- Repository for the Paper (AAAI 2024, Oral) --- Visual Adversarial Examples Jailbreak Large Language Models☆286May 13, 2024Updated 2 years ago
- [ICLR 2024 Spotlight 🔥 ] - [ Best Paper Award SoCal NLP 2023 🏆] - Jailbreak in pieces: Compositional Adversarial Attacks on Multi-Modal…☆95Jun 6, 2024Updated 2 years ago
- This is an official repository of ``VLAttack: Multimodal Adversarial Attacks on Vision-Language Tasks via Pre-trained Models'' (NeurIPS 2…☆70Mar 22, 2025Updated last year
- A reading list for large models safety, security, and privacy (including Awesome LLM Security, Safety, etc.).☆2,095Sep 2, 2026Updated last month
- [NeurIPS, 500+ Citations!] Alignment & Safety for multimodal foundation models☆232Oct 20, 2026Updated last week
- ☆62Jun 5, 2024Updated 2 years ago
- This is the official repository for Cross-modality Information Check for Detecting Jailbreaking in Multimodal Large Language Models.☆17Jan 16, 2025Updated last year
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- [NeurIPS25 & ICML25 Workshop on Reliable and Responsible Foundation Models] A Simple Baseline Achieving Over 90% Success Rate Against the…☆103Feb 3, 2026Updated 8 months ago
- Safety at Scale: A Comprehensive Survey of Large Model and Agent Safety☆296Apr 12, 2026Updated 6 months ago
- Code for ACM MM2024 paper: White-box Multimodal Jailbreaks Against Large Vision-Language Models☆36Dec 30, 2024Updated last year
- A curated list of safety-related papers, articles, and resources focused on Large Language Models (LLMs). This repository aims to provide…☆1,917Jul 12, 2026Updated 3 months ago
- Accepted by ECCV 2024☆221Oct 15, 2024Updated 2 years ago
- [ICML 2024] Unsupervised Adversarial Fine-Tuning of Vision Embeddings for Robust Large Vision-Language Models☆165Feb 19, 2026Updated 8 months ago
- [CVPR2026] V-Attack: Targeting Disentangled Value Features for Controllable Adversarial Attacks on LVLMs☆22Dec 8, 2025Updated 10 months ago
- [CVPR 2025] Official implementation for "Steering Away from Harm: An Adaptive Approach to Defending Vision Language Model Against Jailbre…☆65Jul 5, 2025Updated last year
- Code for ICLR 2025 Failures to Find Transferable Image Jailbreaks Between Vision-Language Models☆37Jun 1, 2025Updated last year
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- [ICLR 2025] Dissecting adversarial robustness of multimodal language model agents☆146Feb 19, 2025Updated last year
- Code for ICCV2025 paper——IDEATOR: Jailbreaking and Benchmarking Large Vision-Language Models Using Themselves☆18Jul 11, 2025Updated last year
- [AAAI'25 (Oral)] Jailbreaking Large Vision-language Models via Typographic Visual Prompts☆216Jun 26, 2025Updated last year
- A list of recent papers about adversarial learning☆378Updated this week
- ☆66Aug 11, 2024Updated 2 years ago
- TransferAttack is a pytorch framework to boost the adversarial transferability for image classification.☆494Oct 7, 2026Updated 3 weeks ago
- [COLM 2025] JailDAM: Jailbreak Detection with Adaptive Memory for Vision-Language Model☆26Nov 25, 2025Updated 11 months ago
- [CVPR'25]Chain of Attack: On the Robustness of Vision-Language Models Against Transfer-Based Adversarial Attacks☆35Jun 12, 2025Updated last year
- ☆34Mar 16, 2025Updated last year
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- ☆173Sep 2, 2024Updated 2 years ago
- ☆21Jan 15, 2024Updated 2 years ago
- [ICML 2024] Safety Fine-Tuning at (Almost) No Cost: A Baseline for Vision Large Language Models.☆91Jan 19, 2025Updated last year
- [ECCV 2024] The official code for "AdaShield: Safeguarding Multimodal Large Language Models from Structure-based Attack via Adaptive Shi…☆72Feb 9, 2026Updated 8 months ago
- [COLM 2024] JailBreakV-28K: A comprehensive benchmark designed to evaluate the transferability of LLM jailbreak attacks to MLLMs, and fur…☆103May 9, 2025Updated last year
- [ICLR 2024] Inducing High Energy-Latency of Large Vision-Language Models with Verbose Images☆43Jan 25, 2024Updated 2 years ago
- [ECCV2024] Boosting Transferability in Vision-Language Attacks via Diversification along the Intersection Region of Adversarial Trajector…☆32Nov 15, 2025Updated 11 months ago