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cs.CR2026
ToolGuardian: Declarative Security for AI Agent-Tool Interactions
Arun Ravindran, Saurabh Deochake
LLM agents increasingly rely on external tools, expanding capability while creating a new security boundary: third-party tools may appear benign at the interface level while embedd…
cs.CR2026
Heartbeat-Bound Hierarchical Credentials: Cryptographic Revocation for AI Agent Swarms
Saurabh Deochake
Autonomous AI agents that spawn sub-agent swarms create a safety gap: existing credential revocation mechanisms, OAuth~2.0 introspection, OCSP, and W3C Status Lists, require networ…
cs.CR2025
A Multi-Cloud Framework for Zero-Trust Workload Authentication
Saurabh Deochake, Ryan Murphy, Jeremiah Gearheart
Static, long-lived credentials for workload authentication create untenable security risks that violate Zero-Trust principles. This paper presents a multi-cloud framework using Wor…