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agent security
agent security
8 papers
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Co-occurring keywords
prompt injection
(101)
llm agent
(162)
large language model
(13587)
autonomous agent
(168)
performance degradation
(28)
agent system
(324)
defense mechanism
(36)
security vulnerability
(33)
security benchmark
(4)
vision-and-language navigation
(62)
Papers
VIGIL: Defending LLM Agents Against Tool-Stream Injection via Verify-Before-Commit
ACL 2026
MAPS: A Multilingual Benchmark for Agent Performance and Security
EACL 2026
MCPTox: A Benchmark for Tool Poisoning on Real-World MCP Servers
AAAI 2026
Towards Capable and Secure Autonomous Computer-Use Agents (Student Abstract)
AAAI 2026
Breaking Agents: Compromising Autonomous LLM Agents Through Malfunction Amplification
EMNLP 2025
The Task Shield: Enforcing Task Alignment to Defend Against Indirect Prompt Injection in LLM Agents
ACL 2025
IPIGuard: A Novel Tool Dependency Graph-Based Defense Against Indirect Prompt Injection in LLM Agents
EMNLP 2025
Everyday Object Meets Vision-and-Language Navigation Agent via Backdoor
NIPS 2024
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