[ICLR'24] Mitigating Hallucination in Large Multi-Modal Models via Robust Instruction Tuning

[CVPR'24] HallusionBench: You See What You Think? Or You Think What You See? An Image-Context Reasoning Benchmark Challenging for GPT-4V(ision), LLaVA-1.5, and Other Multi-modality Models

An LLM-free Multi-dimensional Benchmark for Multi-modal Hallucination Evaluation

✨✨Latest Advances on Multimodal Large Language Models

up-to-date curated list of state-of-the-art Large vision language models hallucinations research work, papers & resources

📖 A curated list of resources dedicated to hallucination of multimodal large language models (MLLM).

A toolbox for benchmarking trustworthiness of multimodal large language models (MultiTrust, NeurIPS 2024 Track Datasets and Benchmarks)

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, Defen…

A reading list for large models safety, security, and privacy (including Awesome LLM Security, Safety, etc.).

🚀 LeetCode From Zero To One & 题单整理 & 题解分享 & 算法模板 & 刷题路线，持续更新中...

Code for paper "Membership Inference Attacks Against Vision-Language Models"

AnyDoor: Test-Time Backdoor Attacks on Multimodal Large Language Models

[NeurIPS'25] VLMs Can Aggregate Scattered Training Patches

Code for paper "The Philosopher’s Stone: Trojaning Plugins of Large Language Models"

[NeurIPS'22] EHRSQL: A Practical Text-to-SQL Benchmark for Electronic Health Records

This repository provides a benchmark for prompt injection attacks and defenses in LLMs

[USENIX Security'25] THEMIS: Towards Practical Intellectual Property Protection for Post-Deployment On-Device Deep Learning Models

A List of On-device AI Resources

This Github repository summarizes a list of research papers on AI security from the four top academic conferences.

Code and data for the paper: On the Resilience of LLM-Based Multi-Agent Collaboration with Faulty Agents

S-Eval: Towards Automated and Comprehensive Safety Evaluation for Large Language Models

Code and data for "ImgTrojan: Jailbreaking Vision-Language Models with ONE Image"

[CVPR 2023] "TrojViT: Trojan Insertion in Vision Transformers" by Mengxin Zheng, Qian Lou, Lei Jiang

2025秋招信息

Official implementation repository for the paper Towards General Conceptual Model Editing via Adversarial Representation Engineering.

LAVIS - A One-stop Library for Language-Vision Intelligence

Official codebase for Image Hijacks: Adversarial Images can Control Generative Models at Runtime

An open-source implementaion for fine-tuning Qwen-VL series by Alibaba Cloud.