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2505.18572
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MASTER: Multi-Agent Security Through Exploration of Roles and Topological Structures -- A Comprehensive Framework
24 May 2025
Yifan Zhu
Chao Zhang
Xin Shi
Xueqiao Zhang
Yi Yang
Yawei Luo
LLMAG
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Papers citing
"MASTER: Multi-Agent Security Through Exploration of Roles and Topological Structures -- A Comprehensive Framework"
28 / 28 papers shown
EduPlanner: LLM-Based Multi-Agent Systems for Customized and Intelligent Instructional Design
IEEE Transactions on Learning Technologies (IEEE TLT), 2025
Xinsong Zhang
Chao Zhang
Jianwen Sun
Jun Xiao
Yi Yang
Yawei Luo
LLMAG
AI4Ed
211
18
0
07 Apr 2025
AgentSafe: Safeguarding Large Language Model-based Multi-agent Systems via Hierarchical Data Management
Junyuan Mao
Fanci Meng
Yifan Duan
Miao Yu
Xiaojun Jia
Cunchun Li
Yuxuan Liang
Kaidi Wang
Qingsong Wen
LLMAG
AAML
531
19
0
06 Mar 2025
Multi-Agent Security Tax: Trading Off Security and Collaboration Capabilities in Multi-Agent Systems
AAAI Conference on Artificial Intelligence (AAAI), 2025
Pierre Peigne-Lefebvre
Mikolaj Kniejski
Filip Sondej
Matthieu David
J. Hoelscher-Obermaier
Christian Schroeder de Witt
Esben Kran
387
17
0
26 Feb 2025
AI-Driven Virtual Teacher for Enhanced Educational Efficiency: Leveraging Large Pretrain Models for Autonomous Error Analysis and Correction
AAAI Conference on Artificial Intelligence (AAAI), 2024
Tianlong Xu
Yi-Fan Zhang
Zhendong Chu
Shen Wang
Qingsong Wen
170
15
0
14 Sep 2024
Simulating Classroom Education with LLM-Empowered Agents
Zheyuan Zhang
Daniel Zhang-Li
Jifan Yu
Linlu Gong
Jinchang Zhou
Zhiyuan Liu
Lei Hou
Juanzi Li
LLMAG
240
123
0
27 Jun 2024
MultiAgent Collaboration Attack: Investigating Adversarial Attacks in Large Language Model Collaborations via Debate
Alfonso Amayuelas
Xianjun Yang
Antonis Antoniades
Qingfeng Lan
Liangming Pan
William Wang
AAML
LLMAG
253
33
0
20 Jun 2024
Scaling Large Language Model-based Multi-Agent Collaboration
Chen Qian
Zihao Xie
YiFei Wang
Wei Liu
Yufan Dang
...
Zhuoyun Du
Weize Chen
Cheng Yang
Zhiyuan Liu
Maosong Sun
AI4CE
LLMAG
LM&Ro
472
128
0
11 Jun 2024
LLM Discussion: Enhancing the Creativity of Large Language Models via Discussion Framework and Role-Play
Li-Chun Lu
Shou-Jen Chen
Tsung-Min Pai
Chan-Hung Yu
Hung-yi Lee
Shao-Hua Sun
LLMAG
257
73
0
10 May 2024
Large Language Model for Participatory Urban Planning
Zhilun Zhou
Yuming Lin
Depeng Jin
Yong Li
LLMAG
273
47
0
27 Feb 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 Lin
LLMAG
LM&Ro
232
97
0
13 Feb 2024
PsySafe: A Comprehensive Framework for Psychological-based Attack, Defense, and Evaluation of Multi-agent System Safety
Annual Meeting of the Association for Computational Linguistics (ACL), 2024
Zaibin Zhang
Yongting Zhang
Lijun Li
Hongzhi Gao
Lijun Wang
Huchuan Lu
Feng Zhao
Yu Qiao
Jing Shao
LLMAG
359
73
0
22 Jan 2024
War and Peace (WarAgent): Large Language Model-based Multi-Agent Simulation of World Wars
Qingfeng Lan
Lizhou Fan
Jinkui Chi
Kai Mei
Jianchao Ji
Yingqiang Ge
Libby Hemphill
Zelong Li
LM&Ro
LLMAG
980
130
0
28 Nov 2023
Evil Geniuses: Delving into the Safety of LLM-based Agents
Yu Tian
Xiao Yang
Jingyuan Zhang
Yinpeng Dong
Hang Su
LLMAG
AAML
370
94
0
20 Nov 2023
DeepInception: Hypnotize Large Language Model to Be Jailbreaker
Xuan Li
Zhanke Zhou
Jianing Zhu
Jiangchao Yao
Tongliang Liu
Bo Han
385
286
0
06 Nov 2023
Exploring Collaboration Mechanisms for LLM Agents: A Social Psychology View
Jintian Zhang
Xin Xu
Ningyu Zhang
Ruibo Liu
Bryan Hooi
Shumin Deng
LLMAG
410
219
0
03 Oct 2023
Avalon's Game of Thoughts: Battle Against Deception through Recursive Contemplation
Shenzhi Wang
Chang Liu
Zilong Zheng
Siyuan Qi
Shuo Chen
Qisen Yang
Andrew Zhao
Chaofei Wang
Shiji Song
Gao Huang
LLMAG
521
87
0
02 Oct 2023
AutoAgents: A Framework for Automatic Agent Generation
International Joint Conference on Artificial Intelligence (IJCAI), 2023
Guangyao Chen
Siwei Dong
Yu Shu
Ge Zhang
Jaward Sesay
Börje F. Karlsson
Jie Fu
Yemin Shi
LLMAG
445
198
0
29 Sep 2023
The Rise and Potential of Large Language Model Based Agents: A Survey
Zhiheng Xi
Wenxiang Chen
Xin Guo
Wei He
Yiwen Ding
...
Wenjuan Qin
Yongyan Zheng
Xipeng Qiu
Xuanjing Huan
Tao Gui
LM&MA
LM&Ro
3DV
AI4CE
631
1,359
0
14 Sep 2023
Efficient Memory Management for Large Language Model Serving with PagedAttention
Symposium on Operating Systems Principles (SOSP), 2023
Woosuk Kwon
Zhuohan Li
Siyuan Zhuang
Ying Sheng
Lianmin Zheng
Cody Hao Yu
Joseph E. Gonzalez
Haotong Zhang
Ion Stoica
VLM
1.6K
4,229
0
12 Sep 2023
Exploring Large Language Models for Communication Games: An Empirical Study on Werewolf
Yuzhuang Xu
Shuo Wang
Peng Li
Ziyue Wang
Xiaolong Wang
Weidong Liu
Yang Liu
LLMAG
303
266
0
09 Sep 2023
A Survey on Large Language Model based Autonomous Agents
Lei Wang
Chengbang Ma
Xueyang Feng
Zeyu Zhang
Hao-ran Yang
...
Xu Chen
Yankai Lin
Wayne Xin Zhao
Zhewei Wei
Ji-Rong Wen
LLMAG
AI4CE
LM&Ro
661
2,098
0
22 Aug 2023
ToolLLM: Facilitating Large Language Models to Master 16000+ Real-world APIs
International Conference on Learning Representations (ICLR), 2023
Yujia Qin
Shi Liang
Yining Ye
Kunlun Zhu
Lan Yan
...
Jie Zhou
Mark B. Gerstein
Dahai Li
Zhiyuan Liu
Maosong Sun
CLL
ALM
LLMAG
ELM
LM&MA
593
1,109
0
31 Jul 2023
Multi-Agent Collaboration: Harnessing the Power of Intelligent LLM Agents
Yashar Talebirad
Amirhossein Nadiri
LLMAG
322
354
0
05 Jun 2023
Encouraging Divergent Thinking in Large Language Models through Multi-Agent Debate
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2023
Tian Liang
Zhiwei He
Wenxiang Jiao
Xing Wang
Rui Wang
Yujiu Yang
Zhaopeng Tu
Shuming Shi
LLMAG
LRM
364
803
0
30 May 2023
Improving Factuality and Reasoning in Language Models through Multiagent Debate
International Conference on Machine Learning (ICML), 2023
Yilun Du
Shuang Li
Antonio Torralba
J. Tenenbaum
Igor Mordatch
LLMAG
LRM
351
1,182
0
23 May 2023
CAMEL: Communicative Agents for "Mind" Exploration of Large Language Model Society
Neural Information Processing Systems (NeurIPS), 2023
Ge Li
Hasan Hammoud
Hani Itani
Dmitrii Khizbullin
Guohao Li
SyDa
ALM
573
954
0
31 Mar 2023
ViperGPT: Visual Inference via Python Execution for Reasoning
IEEE International Conference on Computer Vision (ICCV), 2023
Dídac Surís
Sachit Menon
Carl Vondrick
MLLM
LRM
ReLM
322
619
0
14 Mar 2023
Using Large Language Models to Simulate Multiple Humans and Replicate Human Subject Studies
International Conference on Machine Learning (ICML), 2022
Gati Aher
RosaI. Arriaga
Adam Tauman Kalai
628
547
0
18 Aug 2022
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