Communication-graph metadata in A2A protocols allows label-blind classifiers to recover task classes at 6x chance from passive observation including workflow openings, with only full privacy properties reducing recovery to chance.
Security analysis of agentic AI communica- tion protocols: A comparative evaluation, 2025
5 Pith papers cite this work. Polarity classification is still indexing.
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The first systematization of blockchain-based agent-to-agent payments organizes designs into discovery, authorization, execution, and accounting stages while identifying trust and security gaps.
The paper systematizes security for LLM agents in agentic commerce into five threat dimensions, identifies 12 cross-layer attack vectors, and proposes a layered defense architecture.
Parsons' AGIL framework yields a 16-cell governance architecture that current agent platforms cover at most 19% of, with zero functional inter-pillar pathways.
The paper identifies twelve protocol-level security risks across MCP, A2A, Agora, and ANP and quantifies wrong-provider tool execution risk in MCP via a measurement-driven case study on multi-server composition.
citing papers explorer
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From Privacy to Workflow Integrity: Communication-Graph Metadata in Autonomous Agent Interoperability
Communication-graph metadata in A2A protocols allows label-blind classifiers to recover task classes at 6x chance from passive observation including workflow openings, with only full privacy properties reducing recovery to chance.
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SoK: Blockchain Agent-to-Agent Payments
The first systematization of blockchain-based agent-to-agent payments organizes designs into discovery, authorization, execution, and accounting stages while identifying trust and security gaps.
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SoK: Security of Autonomous LLM Agents in Agentic Commerce
The paper systematizes security for LLM agents in agentic commerce into five threat dimensions, identifies 12 cross-layer attack vectors, and proposes a layered defense architecture.
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Governance by Design: A Parsonian Institutional Architecture for Internet-Wide Agent Societies
Parsons' AGIL framework yields a 16-cell governance architecture that current agent platforms cover at most 19% of, with zero functional inter-pillar pathways.
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Security Threat Modeling for Emerging AI-Agent Protocols: A Comparative Analysis of MCP, A2A, Agora, and ANP
The paper identifies twelve protocol-level security risks across MCP, A2A, Agora, and ANP and quantifies wrong-provider tool execution risk in MCP via a measurement-driven case study on multi-server composition.