itsvaibhav01 / ImmuneLinks
[CVPR2025] Official Repository for IMMUNE: Improving Safety Against Jailbreaks in Multi-modal LLMs via Inference-Time Alignment
β25Updated 6 months ago
Alternatives and similar repositories for Immune
Users that are interested in Immune are comparing it to the libraries listed below
Sorting:
- [ICLR 2024 Spotlight π₯ ] - [ Best Paper Award SoCal NLP 2023 π] - Jailbreak in pieces: Compositional Adversarial Attacks on Multi-Modalβ¦β77Updated last year
- [ICML 2024] Safety Fine-Tuning at (Almost) No Cost: A Baseline for Vision Large Language Models.β81Updated 10 months ago
- Code for Neurips 2024 paper "Shadowcast: Stealthy Data Poisoning Attacks Against Vision-Language Models"β57Updated 10 months ago
- [ECCV'24 Oral] The official GitHub page for ''Images are Achilles' Heel of Alignment: Exploiting Visual Vulnerabilities for Jailbreaking β¦β36Updated last year
- Repository for the Paper: Refusing Safe Prompts for Multi-modal Large Language Modelsβ18Updated last year
- β52Updated last year
- [ECCV 2024] Official PyTorch Implementation of "How Many Unicorns Are in This Image? A Safety Evaluation Benchmark for Vision LLMs"β84Updated 2 years ago
- AnyDoor: Test-Time Backdoor Attacks on Multimodal Large Language Modelsβ60Updated last year
- [ECCV 2024] The official code for "AdaShield: Safeguarding Multimodal Large Language Models from Structure-based Attack via Adaptive Shiβ¦β67Updated last year
- ECSO (Make MLLM safe without neither training nor any external models!) (https://arxiv.org/abs/2403.09572)β34Updated last year
- [ECCV'24 Oral] The official GitHub page for ''Images are Achilles' Heel of Alignment: Exploiting Visual Vulnerabilities for Jailbreaking β¦β32Updated last year
- β16Updated 10 months ago
- The first toolkit for MLRM safety evaluation, providing unified interface for mainstream models, datasets, and jailbreaking methods!β14Updated 8 months ago
- β40Updated last year
- β54Updated last year
- A package that achieves 95%+ transfer attack success rate against GPT-4β25Updated last year
- [ICML 2025] X-Transfer Attacks: Towards Super Transferable Adversarial Attacks on CLIPβ32Updated 5 months ago
- [CVPR 2025] Official implementation for "Steering Away from Harm: An Adaptive Approach to Defending Vision Language Model Against Jailbreβ¦β45Updated 5 months ago
- β65Updated 8 months ago
- [CVPR 2025] Official implementation for JOOD "Playing the Fool: Jailbreaking LLMs and Multimodal LLMs with Out-of-Distribution Strategy"β18Updated 6 months ago
- β29Updated last year
- One Prompt Word is Enough to Boost Adversarial Robustness for Pre-trained Vision-Language Modelsβ56Updated 11 months ago
- An implementation for MLLM oversensitivity evaluationβ17Updated last year
- β43Updated 2 years ago
- β38Updated 10 months ago
- β52Updated last year
- [ICLR 2024] Inducing High Energy-Latency of Large Vision-Language Models with Verbose Imagesβ41Updated last year
- [ICML 2024] Unsupervised Adversarial Fine-Tuning of Vision Embeddings for Robust Large Vision-Language Modelsβ148Updated 6 months ago
- β37Updated 6 months ago
- β14Updated 2 years ago