A curated list of resources dedicated to the safety of Large Vision-Language Models. This repository aligns with our survey titled A Survey of Safety on Large Vision-Language Models: Attacks, Defenses, and Evaluations.
☆223Sep 29, 2026Updated last month
Alternatives and similar repositories for Awesome-LVLM-Safety
Users that are interested in Awesome-LVLM-Safety are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- [NeurIPS'25] Backdoor Cleaning without External Guidance in MLLM Fine-tuning☆20Oct 13, 2025Updated last year
- 😎 up-to-date & curated list of awesome Attacks on Large-Vision-Language-Models papers, methods & resources.☆581Updated this week
- [ICLR 2026] Data and Code for Paper Rethinking Bottlenecks in Safety Fine-Tuning of Vision Language Models☆14Feb 2, 2026Updated 8 months ago
- [CVPR'25 Oral & TPAMI'26] LoRASculpt: Sculpting LoRA for Harmonizing General and Specialized Knowledge in Multimodal Large Language Model…☆56Aug 28, 2025Updated last year
- [CVPR 2025] Official implementation for "Steering Away from Harm: An Adaptive Approach to Defending Vision Language Model Against Jailbre…☆65Jul 5, 2025Updated last year
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Multimodal Large Language Model (MLLM) Tuning Survey: Keeping Yourself is Important in Downstream Tuning Multimodal Large Language Model☆102Oct 19, 2026Updated last week
- [ICLR 2025] PyTorch Implementation of "ETA: Evaluating Then Aligning Safety of Vision Language Models at Inference Time"☆34Jul 20, 2025Updated last year
- A Survey on Jailbreak Attacks and Defenses against Multimodal Generative Models☆336Jan 11, 2026Updated 9 months ago
- [CVPR 2026] Code for Evolving Contextual Safety in Multi-Modal Large Language Models via Inference-Time Self-Reflective Memory☆18Jul 30, 2026Updated 3 months ago
- TPAMI 2024 - Federated Learning for Generalization, Robustness, Fairness: A Survey and Benchmark☆115Mar 16, 2026Updated 7 months ago
- [CVPR2025] Official Repository for IMMUNE: Improving Safety Against Jailbreaks in Multi-modal LLMs via Inference-Time Alignment☆29Jun 11, 2025Updated last year
- MAPO: MIXED ADVANTAGE POLICY OPTIMIZATION☆37Sep 24, 2025Updated last year
- Safety at Scale: A Comprehensive Survey of Large Model and Agent Safety☆296Apr 12, 2026Updated 6 months ago
- [CVPR'26] SafeGRPO: Self-Rewarded Multimodal Safety Alignment via Rule-Governed Policy Optimization☆23Feb 19, 2026Updated 8 months ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- A list of recent papers about adversarial learning☆378Updated this week
- Accepted by IJCAI-24 Survey Track☆235Aug 25, 2024Updated 2 years ago
- CVPR 2025 - Anyattack: Towards Large-scale Self-supervised Adversarial Attacks on Vision-language Models☆76Aug 7, 2025Updated last year
- [ICLR 2025] Official codebase for the ICLR 2025 paper "Multimodal Situational Safety"☆37Jun 23, 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
- Adversarial Attacks against Closed-Source MLLMs via Feature Optimal Alignment (NeurIPS 2025)☆73Nov 5, 2025Updated 11 months ago
- Accepted by ECCV 2024☆221Oct 15, 2024Updated 2 years ago
- [CVPR'25] EMOE: Modality-Specific Enhanced Dynamic Emotion Experts☆136Jul 12, 2025Updated last year
- ☆13Jun 17, 2024Updated 2 years ago
- 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.
- ☆12Oct 30, 2024Updated 2 years ago
- [AAAI'25 (Oral)] Jailbreaking Large Vision-language Models via Typographic Visual Prompts☆216Jun 26, 2025Updated last year
- Code for Neurips 2024 paper "Shadowcast: Stealthy Data Poisoning Attacks Against Vision-Language Models"☆66Jan 15, 2025Updated last year
- [COLM 2025] JailDAM: Jailbreak Detection with Adaptive Memory for Vision-Language Model☆26Nov 25, 2025Updated 11 months ago
- [ICML 2024] Safety Fine-Tuning at (Almost) No Cost: A Baseline for Vision Large Language Models.☆91Jan 19, 2025Updated last year
- [CVPR Findings 2026] HoliSafe: Holistic Safety Benchmarking and Modeling for Vision-Language Model☆17Mar 8, 2026Updated 7 months ago
- [ICML 2024] Unsupervised Adversarial Fine-Tuning of Vision Embeddings for Robust Large Vision-Language Models☆165Feb 19, 2026Updated 8 months ago
- ACL 2025 (Main) HiddenDetect: Detecting Jailbreak Attacks against Multimodal Large Language Models via Monitoring Hidden States☆167Jun 8, 2025Updated last year
- [NAACL 2025] SIUO: Cross-Modality Safety Alignment☆125Jan 31, 2025Updated last year
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- ☆19Dec 23, 2025Updated 10 months ago
- [CVPR'25]Chain of Attack: On the Robustness of Vision-Language Models Against Transfer-Based Adversarial Attacks☆35Jun 12, 2025Updated last year
- [ACL 2025] Data and Code for Paper VLSBench: Unveiling Visual Leakage in Multimodal Safety☆62Jul 21, 2025Updated last year
- A curated list of safety-related papers, articles, and resources focused on Large Language Models (LLMs). This repository aims to provide…☆1,917Jul 12, 2026Updated 3 months ago
- Official implementation of paper: Pushing the Frontier of Black-Box LVLM Attacks via Fine-Grained Detail Targeting☆15Feb 20, 2026Updated 8 months ago
- BackdoorVLM: A Benchmark for Backdoor Attacks on Vision-Language Models☆16Updated this week
- Repository for the Paper (AAAI 2024, Oral) --- Visual Adversarial Examples Jailbreak Large Language Models☆286May 13, 2024Updated 2 years ago