gyhdog99 / ECSOView external linksLinks
ECSO (Make MLLM safe without neither training nor any external models!) (https://arxiv.org/abs/2403.09572)
☆36Nov 2, 2024Updated last year
Alternatives and similar repositories for ECSO
Users that are interested in ECSO are comparing it to the libraries listed below
Sorting:
- [ECCV 2024] The official code for "AdaShield: Safeguarding Multimodal Large Language Models from Structure-based Attack via Adaptive Shi…☆70Updated this week
- Accepted by ECCV 2024☆186Oct 15, 2024Updated last year
- [ICML 2024] Safety Fine-Tuning at (Almost) No Cost: A Baseline for Vision Large Language Models.☆84Jan 19, 2025Updated last year
- ☆38Oct 2, 2024Updated last year
- ☆21Oct 25, 2024Updated last year
- [ICLR 2025] Official implementation for "SafeWatch: An Efficient Safety-Policy Following Video Guardrail Model with Transparent Explanati…☆42Feb 11, 2025Updated last year
- The official repository for paper "MLLM-Protector: Ensuring MLLM’s Safety without Hurting Performance"☆44Apr 21, 2024Updated last year
- [ECCV'24 Oral] The official GitHub page for ''Images are Achilles' Heel of Alignment: Exploiting Visual Vulnerabilities for Jailbreaking …☆38Oct 17, 2024Updated last year
- ☆23Jun 13, 2024Updated last year
- [ICLR 2024 Spotlight 🔥 ] - [ Best Paper Award SoCal NLP 2023 🏆] - Jailbreak in pieces: Compositional Adversarial Attacks on Multi-Modal…☆79Jun 6, 2024Updated last year
- Official Repository for Can Language Models be Instructed to Protect Personal Information?☆13Oct 8, 2023Updated 2 years ago
- The reinforcement learning codes for dataset SPA-VL☆44Jun 24, 2024Updated last year
- ☆58Aug 11, 2024Updated last year
- ☆57Jun 5, 2024Updated last year
- Self-training LLaVA for medical☆16Nov 3, 2024Updated last year
- Code for CVPR 2023 Robust Generalization against Photon-Limited Corruptions via Worst-Case Sharpness Minimization☆13Mar 27, 2023Updated 2 years ago
- codes for paper "AttCAT: Explaining Transformers via Attentive Class Activation Tokens"☆12May 13, 2024Updated last year
- ☆71Mar 30, 2025Updated 10 months ago
- [COLM 2024] JailBreakV-28K: A comprehensive benchmark designed to evaluate the transferability of LLM jailbreak attacks to MLLMs, and fur…☆85May 9, 2025Updated 9 months ago
- ☆18Mar 30, 2025Updated 10 months ago
- [CVPR2025] Official Repository for IMMUNE: Improving Safety Against Jailbreaks in Multi-modal LLMs via Inference-Time Alignment☆27Jun 11, 2025Updated 8 months ago
- [ACL 2025 Findings] Official pytorch implementation of "Don't Miss the Forest for the Trees: Attentional Vision Calibration for Large Vis…☆24Jul 21, 2024Updated last year
- MoCLE (First MLLM with MoE for instruction customization and generalization!) (https://arxiv.org/abs/2312.12379)☆45Jul 1, 2025Updated 7 months ago
- [ECCV 2024] Official PyTorch Implementation of "How Many Unicorns Are in This Image? A Safety Evaluation Benchmark for Vision LLMs"☆86Nov 28, 2023Updated 2 years ago
- Github repo for NeurIPS 2024 paper "Safe LoRA: the Silver Lining of Reducing Safety Risks when Fine-tuning Large Language Models"☆25Dec 21, 2025Updated last month
- ☆22Sep 6, 2021Updated 4 years ago
- Official Code and data for ACL 2024 finding, "An Empirical Study on Parameter-Efficient Fine-Tuning for MultiModal Large Language Models"☆25Nov 10, 2024Updated last year
- [ICLR 2025] Official codebase for the ICLR 2025 paper "Multimodal Situational Safety"☆30Jun 23, 2025Updated 7 months ago
- [NeurIPS 2022] GAMA: Generative Adversarial Multi-Object Scene Attacks☆19Sep 5, 2023Updated 2 years ago
- Code repo of our paper Towards Understanding Jailbreak Attacks in LLMs: A Representation Space Analysis (https://arxiv.org/abs/2406.10794…☆23Jul 26, 2024Updated last year
- Hyperbolic Safety-Aware Vision-Language Models. CVPR 2025☆31Apr 8, 2025Updated 10 months ago
- [ICLR 2025] PyTorch Implementation of "ETA: Evaluating Then Aligning Safety of Vision Language Models at Inference Time"☆30Jul 20, 2025Updated 6 months ago
- [ICLR 2025] BlueSuffix: Reinforced Blue Teaming for Vision-Language Models Against Jailbreak Attacks☆30Nov 2, 2025Updated 3 months ago
- AdvDiffuser: Natural Adversarial Example Synthesis with Diffusion Models (ICCV 2023)☆19Jul 22, 2023Updated 2 years ago
- A Task of Fictitious Unlearning for VLMs☆28Apr 6, 2025Updated 10 months ago
- mPLUG-HalOwl: Multimodal Hallucination Evaluation and Mitigating☆97Jan 29, 2024Updated 2 years ago
- A toolbox for benchmarking trustworthiness of multimodal large language models (MultiTrust, NeurIPS 2024 Track Datasets and Benchmarks)☆174Jun 27, 2025Updated 7 months ago
- Code for our paper "Defending ChatGPT against Jailbreak Attack via Self-Reminder" in NMI.☆56Nov 13, 2023Updated 2 years ago
- Code for ICLR 2025 Failures to Find Transferable Image Jailbreaks Between Vision-Language Models☆37Jun 1, 2025Updated 8 months ago