ArXiv TLDR

Hung Dang

2 papers · Latest:

Cryptography & Security

Enforcing Benign Trajectories: A Behavioral Firewall for Structured-Workflow AI Agents

This paper introduces \codename, a behavioral firewall using pDFAs to secure LLM agents by enforcing benign tool-call trajectories with low latency.

2604.26274
Cryptography & Security

CHRONOS: A Hardware-Assisted Phase-Decoupled Framework for Secure Federated Learning in IoT

CHRONOS is a hardware-assisted framework that decouples cryptographic setup from federated learning training for secure and efficient gradient aggregation in IoT.

2604.19053

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