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G-Safeguard: A Topology-Guided Security Lens and Treatment on LLM-based Multi-agent Systems

G-Safeguard: A Topology-Guided Security Lens and Treatment on LLM-based Multi-agent Systems

Annual Meeting of the Association for Computational Linguistics (ACL), 2025
16 February 2025
Shilong Wang
Guibin Zhang
Miao Yu
Guancheng Wan
Fanci Meng
Chongye Guo
Kun Wang
Yang Wang
    LLMAG
ArXiv (abs)PDFHTML

Papers citing "G-Safeguard: A Topology-Guided Security Lens and Treatment on LLM-based Multi-agent Systems"

12 / 12 papers shown
Tipping the Dominos: Topology-Aware Multi-Hop Attacks on LLM-Based Multi-Agent Systems
Tipping the Dominos: Topology-Aware Multi-Hop Attacks on LLM-Based Multi-Agent Systems
Ruichao Liang
Le Yin
Jing Chen
Cong Wu
X. Zhang
Huangpeng Gu
Zijian Zhang
Yang Liu
AAML
165
0
0
03 Dec 2025
Monitoring LLM-based Multi-Agent Systems Against Corruptions via Node Evaluation
Monitoring LLM-based Multi-Agent Systems Against Corruptions via Node Evaluation
Chengcan Wu
Zhixin Zhang
Mingqian Xu
Zeming Wei
Meng Sun
LLMAG
200
2
0
22 Oct 2025
Metacognitive Self-Correction for Multi-Agent System via Prototype-Guided Next-Execution Reconstruction
Metacognitive Self-Correction for Multi-Agent System via Prototype-Guided Next-Execution Reconstruction
Xu Shen
Qi Zhang
Song Wang
Zhen Tan
Xinyu Zhao
...
Vaishnav Tadiparthi
Hossein Nourkhiz Mahjoub
Ehsan Moradi-Pari
Kwonjoon Lee
Tianlong Chen
230
1
0
16 Oct 2025
Deep Research with Open-Domain Evaluation and Multi-Stage Guardrails for Safety
Deep Research with Open-Domain Evaluation and Multi-Stage Guardrails for Safety
Wei-Chieh Huang
Henry Peng Zou
Y. Wu
Dongyuan Li
Yankai Chen
...
Liancheng Fang
Langzhou He
Renhe Jiang
Philip S. Yu
Philip S. Yu
171
2
0
13 Oct 2025
AdvEvo-MARL: Shaping Internalized Safety through Adversarial Co-Evolution in Multi-Agent Reinforcement Learning
AdvEvo-MARL: Shaping Internalized Safety through Adversarial Co-Evolution in Multi-Agent Reinforcement Learning
Zhenyu Pan
Y. Zhang
Zhuo Liu
Y. Tang
Zeliang Zhang
...
Haoyang Fang
Manling Li
Chenliang Xu
Philip S. Yu
Han Liu
AAML
200
0
0
02 Oct 2025
MAS$^2$: Self-Generative, Self-Configuring, Self-Rectifying Multi-Agent Systems
MAS2^22: Self-Generative, Self-Configuring, Self-Rectifying Multi-Agent Systems
Kun Wang
G. Zhang
ManKit Ye
Xinyu Deng
Dongxia Wang
Xiaobin Hu
Jinyang Guo
Yang Liu
Yufei Guo
LLMAG
132
0
0
29 Sep 2025
Aegis: Automated Error Generation and Attribution for Multi-Agent Systems
Aegis: Automated Error Generation and Attribution for Multi-Agent Systems
Fanqi Kong
Ruijie Zhang
Huaxiao Yin
Guibin Zhang
X. Zhang
Ziang Chen
Zhaowei Zhang
Xiaoyuan Zhang
Song-Chun Zhu
Xue Feng
AAML
328
0
0
17 Sep 2025
Evo-MARL: Co-Evolutionary Multi-Agent Reinforcement Learning for Internalized Safety
Evo-MARL: Co-Evolutionary Multi-Agent Reinforcement Learning for Internalized Safety
Zhenyu Pan
Xicheng Zhang
Y. Zhang
Jianshu Zhang
Haozheng Luo
...
Dennis Wu
Hong-Yu Chen
Philip S. Yu
Manling Li
Han Liu
AAML
222
3
0
05 Aug 2025
BlockA2A: Towards Secure and Verifiable Agent-to-Agent Interoperability
BlockA2A: Towards Secure and Verifiable Agent-to-Agent Interoperability
Zhenhua Zou
Zhuotao Liu
Lepeng Zhao
Qiuyang Zhan
LLMAG
297
3
0
02 Aug 2025
Who's the Mole? Modeling and Detecting Intention-Hiding Malicious Agents in LLM-Based Multi-Agent Systems
Who's the Mole? Modeling and Detecting Intention-Hiding Malicious Agents in LLM-Based Multi-Agent Systems
Yizhe Xie
Congcong Zhu
X. Zhang
Tianqing Zhu
Dayong Ye
Minghao Wang
Chi Liu
LLMAG
184
2
0
07 Jul 2025
AGENTSAFE: Benchmarking the Safety of Embodied Agents on Hazardous Instructions
AGENTSAFE: Benchmarking the Safety of Embodied Agents on Hazardous Instructions
Aishan Liu
Zonghao Ying
L. Wang
Junjie Mu
Jinyang Guo
Jinyang Guo
Yuqing Ma
Yaning Tan
Mingchuan Zhang
Xianglong Liu
390
11
0
17 Jun 2025
Pushing the Limits of Safety: A Technical Report on the ATLAS Challenge 2025
Pushing the Limits of Safety: A Technical Report on the ATLAS Challenge 2025
Zonghao Ying
Siyang Wu
Run Hao
Peng Ying
Shixuan Sun
...
Xianglong Liu
Dawn Song
Yaoyao Liu
Juil Sock
Dacheng Tao
281
10
0
14 Jun 2025
1
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