From the 1 of 3 linked papers with an AI index.
3 papers
cs.AI2026
COVENANT: Natural-Language Workflow Compilation for Aligned Agent Execution
Jincheng Wang, Min Zheng, Tao Wei
COVENANT introduces a compiler‑and‑interpreter system that translates natural‑language workflow instructions into an abstract syntax tree and control‑flow graph, enabling large lan…
cs.CR2026
AdapTools: Adaptive Tool-based Indirect Prompt Injection Attacks on Agentic LLMs
Che Wang, Jiaming Zhang, Ziqi Zhang +6
The integration of external data services (e.g., Model Context Protocol, MCP) has made large language model-based agents increasingly powerful for complex task execution. However,…
cs.CR2025
TraceAegis: Securing LLM-Based Agents via Hierarchical and Behavioral Anomaly Detection
Jiahao Liu, Bonan Ruan, Xianglin Yang +5
LLM-based agents have demonstrated promising adaptability in real-world applications. However, these agents remain vulnerable to a wide range of attacks, such as tool poisoning and…