Agentic Peer-to-Peer Networks: From Content Distribution to Capability and Action Sharing

Researchers propose a new framework for Agentic Peer-to-Peer Networks where AI agents on edge devices can collaborate by sharing capabilities and actions rather than static files. The system introduces tiered verification methods to ensure security and reliability when AI agents delegate tasks to untrusted peers in decentralized networks.

• →AI models are shifting from centralized cloud APIs to local edge devices, enabling Client-Side Autonomous Agents that can collaborate directly.
• →Unlike traditional P2P file sharing, agentic networks exchange dynamic capabilities and actions that pose unique security challenges.
• →The proposed architecture uses a three-tier verification system ranging from reputation signals to cryptographic evidence packages.
• →Simulation results show tiered verification improves workflow success while maintaining low latency and overhead.
• →The framework addresses adversarial scenarios including Sybil attacks and capability drift in decentralized agent networks.