Demonstrations of Integrity Attacks in Multi-Agent Systems

Measuring massive multitask language understanding

Original

Dan Hendrycks, Collin Burns, Steven Basart, Andy Zou, Mantas Mazeika, Dawn Song, and Jacob Steinhardt. 2021 · 2009

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Evaluating large language models trained on code

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Mark Chen, Jerry Tworek, Heewoo Jun, Qiming Yuan, Henrique Pondé, Jared Kaplan, Harrison Edwards, Yura Burda, Nicholas Joseph, Greg Brockman, Alex Ray, Raul Puri, Gretchen Krueger, Michael Petrov, Heidy Khlaaf, Girish Sastry, Pamela Mishkin, Brooke Chan, Scott Gray, and 34 others. 2021 · 2021

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React: Synergizing reasoning and acting in language models

Original

Shunyu Yao, Jeffrey Zhao, Dian Yu, Nan Du, Izhak Shafran, Karthik Narasimhan, and Yuan Cao. 2022 · 2022

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Chateval: Towards better llm-based evaluators through multi-agent debate

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Chi-Min Chan, Weize Chen, Yusheng Su, Jianxuan Yu, Wei Xue, Shanghang Zhang, Jie Fu, and Zhiyuan Liu. 2023 · 2023

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Agentverse: Facilitating multi-agent collaboration and exploring emergent behaviors

Weize Chen, Yusheng Su, Jingwei Zuo, Cheng Yang, Chenfei Yuan, Chi-Min Chan, Heyang Yu, Ya-Ting Lu, Yi-Hsin Hung, Cheng Qian, Yujia Qin, Xin Cong, Ruobing Xie, Zhiyuan Liu, Maosong Sun, and Jie Zhou. 2023 · 2023

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Self-collaboration code generation via chatgpt

Yihong Dong, Xue Jiang, Zhi Jin, and Ge Li. 2023 · 2023

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Metagpt: Meta programming for multi-agent collaborative framework

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Sirui Hong, Xiawu Zheng, Jonathan Chen, Yuheng Cheng, Jinlin Wang, Ceyao Zhang, Zili Wang, Steven Ka Shing Yau, Zijuan Lin, Liyang Zhou, and 1 others. 2023 · 2023

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Encouraging divergent thinking in large language models through multi-agent debate

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Tian Liang, Zhiwei He, Wenxiang Jiao, Xing Wang, Yan Wang, Rui Wang, Yujiu Yang, Zhaopeng Tu, and Shuming Shi. 2023 · 2023

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Gpt-4 technical report

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OpenAI. 2023 · 2023

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Autogen: Enabling next-gen llm applications via multi-agent conversation

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Qingyun Wu, Gagan Bansal, Jieyu Zhang, Yiran Wu, Beibin Li, Erkang Zhu, Li Jiang, Xiaoyun Zhang, Shaokun Zhang, Jiale Liu, and 1 others. 2023 · 2023

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Multiagent collaboration attack: Investigating adversarial attacks in large language model collaborations via debate

Original

Alfonso Amayuelas, Xianjun Yang, Antonis Antoniades, Wenyue Hua, Liangming Pan, and William Wang. 2024 · 2024

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Agentmonitor: A plug-and-play framework for predictive and secure multi-agent systems

Original

Chi-Min Chan, Jianxuan Yu, Weize Chen, Chunyang Jiang, Xinyu Liu, Weijie Shi, Zhiyuan Liu, Wei Xue, and Yike Guo. 2024 · 2024

Cited alongside, same era.

Jailjudge: A comprehensive jailbreak judge benchmark with multi-agent enhanced explanation evaluation framework

Original

Fan Liu, Yue Feng, Zhao Xu, Lixin Su, Xinyu Ma, Dawei Yin, and Hao Liu. 2024 · 2024

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Autodefense: Multi-agent llm defense against jailbreak attacks

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Yifan Zeng, Yiran Wu, Xiao Zhang, Huazheng Wang, and Qingyun Wu. 2024 · 2024

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Psysafe: A comprehensive framework for psychological-based attack, defense, and evaluation of multi-agent system safety

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Zaibin Zhang, Yongting Zhang, Lijun Li, Hongzhi Gao, Lijun Wang, Huchuan Lu, Feng Zhao, Yu Qiao, and Jing Shao. 2024 · 2024

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Language agents as optimizable graphs

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Mingchen Zhuge, Wenyi Wang, Louis Kirsch, Francesco Faccio, Dmitrii Khizbullin, and Jürgen Schmidhuber. 2024 · 2024

Later among the works it cites.