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2506.12104
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DRIFT: Dynamic Rule-Based Defense with Injection Isolation for Securing LLM Agents
13 June 2025
Hao Li
Xiaogeng Liu
Hung-Chun Chiu
Dianqi Li
Ning Zhang
Chaowei Xiao
AAML
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Papers citing
"DRIFT: Dynamic Rule-Based Defense with Injection Isolation for Securing LLM Agents"
5 / 5 papers shown
Taxonomy, Evaluation and Exploitation of IPI-Centric LLM Agent Defense Frameworks
Zimo Ji
Xunguang Wang
Zongjie Li
Pingchuan Ma
Yudong Gao
Daoyuan Wu
Xincheng Yan
Tian Tian
Shuai Wang
LLMAG
AAML
319
0
0
19 Nov 2025
Breaking and Fixing Defenses Against Control-Flow Hijacking in Multi-Agent Systems
Rishi Jha
Harold Triedman
Justin Wagle
Vitaly Shmatikov
AAML
154
1
0
20 Oct 2025
The Attacker Moves Second: Stronger Adaptive Attacks Bypass Defenses Against Llm Jailbreaks and Prompt Injections
Milad Nasr
Nicholas Carlini
Chawin Sitawarin
Sander Schulhoff
Jamie Hayes
...
Ilia Shumailov
Abhradeep Thakurta
Kai Yuanqing Xiao
Seth Neel
F. Tramèr
AAML
ELM
179
15
0
10 Oct 2025
AgentArmor: Enforcing Program Analysis on Agent Runtime Trace to Defend Against Prompt Injection
P. Wang
Yang Liu
Yunfei Lu
Y. Cai
Hongbo Chen
Qingyou Yang
Jie Zhang
Jue Hong
Y. Wu
LLMAG
274
6
0
02 Aug 2025
A Survey of LLM-Driven AI Agent Communication: Protocols, Security Risks, and Defense Countermeasures
Dezhang Kong
Shi Lin
Zhenhua Xu
Z. J. Wang
Minghao Li
...
Ningyu Zhang
Chaochao Chen
Chunming Wu
Muhammad Khurram Khan
Meng Han
LLMAG
341
27
0
24 Jun 2025
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