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.
β220Sep 12, 2026Updated last week
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-tuningβ20Oct 13, 2025Updated 11 months ago
- π up-to-date & curated list of awesome Attacks on Large-Vision-Language-Models papers, methods & resources.β578Sep 1, 2026Updated 2 weeks ago
- [CVPR 2025] Official implementation for "Steering Away from Harm: An Adaptive Approach to Defending Vision Language Model Against Jailbreβ¦β63Jul 5, 2025Updated last year
- [CVPR'25 Oral & TPAMI'26] LoRASculpt: Sculpting LoRA for Harmonizing General and Specialized Knowledge in Multimodal Large Language Modelβ¦β58Aug 28, 2025Updated last year
- Multimodal Large Language Model (MLLM) Tuning Survey: Keeping Yourself is Important in Downstream Tuning Multimodal Large Language Modelβ103Aug 5, 2025Updated last year
- Managed Kubernetes at scale on DigitalOcean β’ AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- [CVPR 2026] Code for Evolving Contextual Safety in Multi-Modal Large Language Models via Inference-Time Self-Reflective Memoryβ17Jul 30, 2026Updated last month
- [ICLR 2025] PyTorch Implementation of "ETA: Evaluating Then Aligning Safety of Vision Language Models at Inference Time"β34Jul 20, 2025Updated last year
- A Survey on Jailbreak Attacks and Defenses against Multimodal Generative Modelsβ335Jan 11, 2026Updated 8 months ago
- [CVPR2025] Official Repository for IMMUNE: Improving Safety Against Jailbreaks in Multi-modal LLMs via Inference-Time Alignmentβ29Jun 11, 2025Updated last year
- Safety at Scale: A Comprehensive Survey of Large Model and Agent Safetyβ292Apr 12, 2026Updated 5 months ago
- TPAMI 2024 - Federated Learning for Generalization, Robustness, Fairness: A Survey and Benchmarkβ116Mar 16, 2026Updated 6 months ago
- MAPO: MIXED ADVANTAGE POLICY OPTIMIZATIONβ37Sep 24, 2025Updated 11 months ago
- [CVPR'26] SafeGRPO: Self-Rewarded Multimodal Safety Alignment via Rule-Governed Policy Optimizationβ23Feb 19, 2026Updated 7 months ago
- A list of recent papers about adversarial learningβ376Aug 7, 2026Updated last month
- Deploy on Railway without the complexity - Free Credits Offer β’ AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- CVPR 2025 - Anyattack: Towards Large-scale Self-supervised Adversarial Attacks on Vision-language Modelsβ74Aug 7, 2025Updated last year
- [ICLR 2025] Official codebase for the ICLR 2025 paper "Multimodal Situational Safety"β37Jun 23, 2025Updated last year
- Accepted by IJCAI-24 Survey Trackβ234Aug 25, 2024Updated 2 years ago
- Accepted by ECCV 2024β221Oct 15, 2024Updated last year
- [CVPR'25] EMOE: Modality-Specific Enhanced Dynamic Emotion Expertsβ126Jul 12, 2025Updated last year
- β13Jun 17, 2024Updated 2 years ago
- [AAAI'25 (Oral)] Jailbreaking Large Vision-language Models via Typographic Visual Promptsβ216Jun 26, 2025Updated last year
- [COLM 2025] JailDAM: Jailbreak Detection with Adaptive Memory for Vision-Language Modelβ26Nov 25, 2025Updated 9 months ago
- A reading list for large models safety, security, and privacy (including Awesome LLM Security, Safety, etc.).β2,078Sep 2, 2026Updated 2 weeks ago
- 1-Click AI Models by DigitalOcean Gradient β’ AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- [CVPR Findings 2026] HoliSafe: Holistic Safety Benchmarking and Modeling for Vision-Language Modelβ17Mar 8, 2026Updated 6 months ago
- Adversarial Attacks against Closed-Source MLLMs via Feature Optimal Alignment (NeurIPS 2025)β69Nov 5, 2025Updated 10 months ago
- ACL 2025 (Main) HiddenDetect: Detecting Jailbreak Attacks against Multimodal Large Language Models via Monitoring Hidden Statesβ167Jun 8, 2025Updated last year
- [NAACL 2025] SIUO: Cross-Modality Safety Alignmentβ125Jan 31, 2025Updated last year
- [CVPR'25]Chain of Attack: On the Robustness of Vision-Language Models Against Transfer-Based Adversarial Attacksβ33Jun 12, 2025Updated last year
- β19Dec 23, 2025Updated 8 months ago
- [ACL 2025] Data and Code for Paper VLSBench: Unveiling Visual Leakage in Multimodal Safetyβ62Jul 21, 2025Updated last year
- β83Mar 30, 2025Updated last year
- Self-Teaching Notes on Gradient Leakage Attacks against GPT-2 models.β14Mar 18, 2024Updated 2 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer β’ AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- [CVPR2026] V-Attack: Targeting Disentangled Value Features for Controllable Adversarial Attacks on LVLMsβ21Dec 8, 2025Updated 9 months ago
- Code for Neurips 2024 paper "Shadowcast: Stealthy Data Poisoning Attacks Against Vision-Language Models"β64Jan 15, 2025Updated last year
- β43Jul 3, 2026Updated 2 months ago
- β22Oct 25, 2024Updated last year
- TPAMI2023 & CVPR2022 - Generalizable Heterogeneous Federated Cross-Correlation and Instance Similarity Learning & Learn From Others and Bβ¦β109Oct 24, 2023Updated 2 years ago
- Official codebase for "STAIR: Improving Safety Alignment with Introspective Reasoning"β89Feb 26, 2025Updated last year
- [ICML 2024] Unsupervised Adversarial Fine-Tuning of Vision Embeddings for Robust Large Vision-Language Modelsβ161Feb 19, 2026Updated 7 months ago