A Survey on Jailbreak Attacks and Defenses against Multimodal Generative Models
β335Jan 11, 2026Updated 8 months ago
Alternatives and similar repositories for Awesome-Multimodal-Jailbreak
Users that are interested in Awesome-Multimodal-Jailbreak are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- β84Mar 30, 2025Updated last year
- π up-to-date & curated list of awesome Attacks on Large-Vision-Language-Models papers, methods & resources.β579Updated this week
- β62Jun 5, 2024Updated 2 years ago
- [AAAI'25 (Oral)] Jailbreaking Large Vision-language Models via Typographic Visual Promptsβ217Jun 26, 2025Updated last year
- [ICLR 2024 Spotlight π₯ ] - [ Best Paper Award SoCal NLP 2023 π] - Jailbreak in pieces: Compositional Adversarial Attacks on Multi-Modalβ¦β96Jun 6, 2024Updated 2 years ago
- Managed Database hosting by DigitalOcean β’ AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- [CVPR 2025] Official implementation for JOOD "Playing the Fool: Jailbreaking LLMs and Multimodal LLMs with Out-of-Distribution Strategy"β22Jun 11, 2025Updated last year
- A collection of resources on attacks and defenses targeting text-to-image diffusion modelsβ103Dec 20, 2025Updated 9 months ago
- A reading list for large models safety, security, and privacy (including Awesome LLM Security, Safety, etc.).β2,082Sep 2, 2026Updated 3 weeks ago
- A curated list of resources dedicated to the safety of Large Vision-Language Models. This repository aligns with our survey titled A Survβ¦β220Sep 12, 2026Updated 2 weeks ago
- Code for the paper "Jailbreak Large Vision-Language Models Through Multi-Modal Linkage"β35Dec 6, 2024Updated last year
- Accepted by ECCV 2024β222Oct 15, 2024Updated last year
- Awesome-Jailbreak-on-LLMs is a collection of state-of-the-art, novel, exciting jailbreak methods on LLMs. It contains papers, codes, dataβ¦β1,655Updated this week
- Accept by CVPR 2025 (highlight)β26Jun 8, 2025Updated last year
- [CVPR 2025] Official implementation for "Steering Away from Harm: An Adaptive Approach to Defending Vision Language Model Against Jailbreβ¦β63Jul 5, 2025Updated last year
- AI Agents on DigitalOcean Gradient AI Platform β’ AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- β15Jul 24, 2024Updated 2 years ago
- β23Sep 5, 2025Updated last year
- Official implementation of the ICCV2023 paper: Enhancing Generalization of Universal Adversarial Perturbation through Gradient Aggregatioβ¦β29Aug 17, 2023Updated 3 years ago
- Code repository for the paper "Heuristic Induced Multimodal Risk Distribution Jailbreak Attack for Multimodal Large Language Models"β20Aug 7, 2025Updated last year
- Awesome Jailbreak, red teaming arxiv papers (Automatically Update Every 12th hours)β123Updated this week
- Official repository for the paper "Gradient-based Jailbreak Images for Multimodal Fusion Models" (https//arxiv.org/abs/2410.03489)β20Oct 22, 2024Updated last year
- [MM'25] JPS: Jailbreak Multimodal Large Language Models with Collaborative Visual Perturbation and Textual Steeringβ24Dec 23, 2025Updated 9 months ago
- β64Aug 11, 2024Updated 2 years ago
- β29Nov 4, 2024Updated last year
- Proton VPN Special Offer - Get 70% off β’ AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- β198Oct 31, 2025Updated 10 months ago
- [ICML 2024] Prompting4Debugging: Red-Teaming Text-to-Image Diffusion Models by Finding Problematic Prompts (Official Pytorch Implementatiβ¦β52Jan 11, 2026Updated 8 months ago
- Code for ICLR 2025 Failures to Find Transferable Image Jailbreaks Between Vision-Language Modelsβ37Jun 1, 2025Updated last year
- A list of recent papers about adversarial learningβ378Aug 7, 2026Updated last month
- β40May 17, 2025Updated last year
- Safety at Scale: A Comprehensive Survey of Large Model and Agent Safetyβ293Apr 12, 2026Updated 5 months ago
- β34Mar 16, 2025Updated last year
- [ACL 2025] Data and Code for Paper VLSBench: Unveiling Visual Leakage in Multimodal Safetyβ62Jul 21, 2025Updated last year
- Accepted by IJCAI-24 Survey Trackβ234Aug 25, 2024Updated 2 years 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.
- [ECCV'24 Oral] The official GitHub page for ''Images are Achilles' Heel of Alignment: Exploiting Visual Vulnerabilities for Jailbreaking β¦β38Oct 23, 2024Updated last year
- β205Apr 7, 2025Updated last year
- [ICLR 2025] Dissecting adversarial robustness of multimodal language model agentsβ144Feb 19, 2025Updated last year
- [ICLR 2025] MMFakeBench: A Mixed-Source Multimodal Misinformation Detection Benchmark for LVLMsβ56Mar 25, 2025Updated last year
- β14Jan 14, 2026Updated 8 months ago
- Code for ACM MM2024 paper: White-box Multimodal Jailbreaks Against Large Vision-Language Modelsβ34Dec 30, 2024Updated last year
- This is the official repository for Cross-modality Information Check for Detecting Jailbreaking in Multimodal Large Language Models.β17Jan 16, 2025Updated last year