The Wolf Within: Covert Injection of Malice into MLLM Societies via an
MLLM Operative

The Wolf Within: Covert Injection of Malice into MLLM Societies via an MLLM Operative

20 February 2024

Chengshuai Zhao

Huan Liu

Papers citing "The Wolf Within: Covert Injection of Malice into MLLM Societies via an MLLM Operative"

16 / 16 papers shown

Title
CyberBOT: Towards Reliable Cybersecurity Education via Ontology-Grounded Retrieval Augmented Generation Chengshuai Zhao Riccardo De Maria Tharindu Kumarage Kumar Satvik Chaudhary Garima Agrawal Yiwen Li Jongchan Park Yuli Deng Yiran Chen Huan Liu 38 0 0 01 Apr 2025
$$\textit{Agents Under Siege}$: Breaking Pragmatic Multi-Agent LLM Systems with Optimized Prompt Attacks$ $\textit{Agents Under Siege}$ : Breaking Pragmatic Multi-Agent LLM Systems with Optimized Prompt Attacks Rana Muhammad Shahroz Khan Zhen Tan Sukwon Yun Charles Flemming Tianlong Chen AAML LLMAG Presented at ResearchTrend Connect \| LLMAG on 23 Apr 2025 96 3 0 31 Mar 2025
AgentSafe: Safeguarding Large Language Model-based Multi-agent Systems via Hierarchical Data Management Junyuan Mao Fanci Meng Yifan Duan Miao Yu Xiaojun Jia Fan Zhang Yuxuan Liang Kaidi Wang Qingsong Wen LLMAG AAML 53 1 0 06 Mar 2025
Visual Large Language Models for Generalized and Specialized Applications Yifan Li Zhixin Lai Wentao Bao Zhen Tan Anh Dao Kewei Sui Jiayi Shen Dong Liu Huan Liu Yu Kong VLM 88 11 0 06 Jan 2025
SoK: Unifying Cybersecurity and Cybersafety of Multimodal Foundation Models with an Information Theory Approach Ruoxi Sun Jiamin Chang Hammond Pearce Chaowei Xiao B. Li Qi Wu Surya Nepal Minhui Xue 35 0 0 17 Nov 2024
NetSafe: Exploring the Topological Safety of Multi-agent Networks Miao Yu Shilong Wang Guibin Zhang Junyuan Mao Chenlong Yin Qijiong Liu Qingsong Wen Kun Wang Yang Wang 35 5 0 21 Oct 2024
Towards Resilient and Efficient LLMs: A Comparative Study of Efficiency, Performance, and Adversarial Robustness Xiaojing Fan Chunliang Tao AAML 39 28 0 08 Aug 2024
The Synergy between Data and Multi-Modal Large Language Models: A Survey from Co-Development Perspective Zhen Qin Daoyuan Chen Wenhao Zhang Liuyi Yao Yilun Huang Bolin Ding Yaliang Li Shuiguang Deng 57 5 0 11 Jul 2024
A Survey of Attacks on Large Vision-Language Models: Resources, Advances, and Future Trends Daizong Liu Mingyu Yang Xiaoye Qu Pan Zhou Yu Cheng Wei Hu ELM AAML 30 25 0 10 Jul 2024
"Glue pizza and eat rocks" -- Exploiting Vulnerabilities in Retrieval-Augmented Generative Models Zhen Tan Chengshuai Zhao Raha Moraffah Yifan Li Song Wang Jundong Li Tianlong Chen Huan Liu SILM 54 16 0 26 Jun 2024
Unbridled Icarus: A Survey of the Potential Perils of Image Inputs in Multimodal Large Language Model Security Yihe Fan Yuxin Cao Ziyu Zhao Ziyao Liu Shaofeng Li 30 12 0 08 Apr 2024
Agent Smith: A Single Image Can Jailbreak One Million Multimodal LLM Agents Exponentially Fast Xiangming Gu Xiaosen Zheng Tianyu Pang Chao Du Qian Liu Ye Wang Jing Jiang Min-Bin Lin LLMAG LM&Ro 37 48 0 13 Feb 2024
Deception Detection from Linguistic and Physiological Data Streams Using Bimodal Convolutional Neural Networks Panfeng Li M. Abouelenien Rada Mihalcea Zhicheng Ding Qikai Yang Yiming Zhou 26 73 0 18 Nov 2023
Poisoning Language Models During Instruction Tuning Alexander Wan Eric Wallace Sheng Shen Dan Klein SILM 92 124 0 01 May 2023
Generative Agents: Interactive Simulacra of Human Behavior J. Park Joseph C. O'Brien Carrie J. Cai Meredith Ringel Morris Percy Liang Michael S. Bernstein LM&Ro AI4CE 232 1,742 0 07 Apr 2023
Gradient-based Adversarial Attacks against Text Transformers Chuan Guo Alexandre Sablayrolles Hervé Jégou Douwe Kiela SILM 100 227 0 15 Apr 2021