Security Analysis of Agentic AI Communication Protocols: A Comparative Evaluation
On the map: LLM agents and tool use → Agent threats, guardrails and governance
Abstract (arXiv)
Multi-agent systems (MAS) powered by artificial intelligence (AI) are increasingly foundational to complex, distributed workflows. Yet, the security of their underlying communication protocols remains critically under-examined. This paper presents the first empirical, comparative security analysis of the official CORAL implementation and a high-fidelity, SDK-based ACP implementation, benchmarked against a literature-based evaluation of A2A. Using a 14 point vulnerability taxonomy, we systematically assess their defenses across authentication, authorization, integrity, confidentiality, and availability. Our results reveal a pronounced security dichotomy: CORAL exhibits a robust architectural design, particularly in its transport-layer message validation and session isolation, but suffers from critical implementation-level vulnerabilities, including authentication and authorization failures at its SSE gateway. Conversely, ACP's architectural flexibility, most notably its optional JWS enforcement, translates into high-impact integrity and confidentiality flaws. We contextualize these findings within current industry trends, highlighting that existing protocols remain insufficiently secure. As a path forward, we recommend a hybrid approach that combines CORAL's integrated architecture with ACP's mandatory per-message integrity guarantees, laying the groundwork for resilient, next-generation agent communications.
Key facts. Cited by 9 papers in the map (data through 14 Oct 2026). Placed in Agent threats, guardrails and governance, one of 16 directions in LLM agents and tool use. Builds on 23 of its 60 references that are in the map. First posted on arXiv 5 Nov 2025.
Builds on
23 of 60 references.
Closest ancestors · 13
Same direction, newest first
- 2025The Trust Paradox in LLM-Based Multi-Agent Systems: When Collaboration Becomes a Security Vulnerability21 Oct
- 2025A Vision for Access Control in LLM-based Agent Systems13 Oct
- 2025A2AS: Agentic AI Runtime Security and Self-Defense8 Oct
- 2025Web Fraud Attacks Against LLM-Driven Multi-Agent Systems1 Sep
- 2025BlockA2A: Towards Secure and Verifiable Agent-to-Agent Interoperability2 Aug
- 2025From Prompt Injections to Protocol Exploits: Threats in LLM-Powered AI Agents Workflows29 Jun
- 2025A Survey of LLM-Driven AI Agent Communication: Protocols, Security Risks, and Defense Countermeasures24 Jun
- 2025MPMA: Preference Manipulation Attack Against Model Context Protocol16 May
- 2025Maris: A Formally Verifiable Privacy Policy Enforcement Paradigm for Multi-Agent Collaboration Systems7 May
- 2025A survey of agent interoperability protocols: Model Context Protocol (MCP), Agent Communication Protocol (ACP), Agent-to-Agent Protocol (A2A), and Agent Network Protocol (ANP)4 May
- 2025Red-Teaming LLM Multi-Agent Systems via Communication Attacks20 Feb
- 2024Prompt Infection: LLM-to-LLM Prompt Injection within Multi-Agent Systems9 Oct
1 more
Other references · 10
- 2023Universal and Transferable Adversarial Attacks on Aligned Language Modelscited by 3,104
- 2023Prompt Injection attack against LLM-integrated Applicationscited by 605
- 2025Open Challenges in Multi-Agent Security: Towards Secure Systems of Interacting AI Agentscited by 71
- 2025Authenticated Delegation and Authorized AI Agentscited by 65
- 2025Agent Name Service (ANS): A Universal Directory for Secure AI Agent Discovery and Interoperabilitycited by 23
- 2025Securing GenAI Multi-Agent Systems Against Tool Squatting: A Zero Trust Registry-Based Approachcited by 18
- 2025Improving Google A2A Protocol: Protecting Sensitive Data and Mitigating Unintended Harms in Multi-Agent Systemscited by 10
- 2025Coral Protocol: Open Infrastructure Connecting The Internet of Agentscited by 9
- 2025Agent Communications toward Agentic AI at Edge -- A Case Study of the Agent2Agent Protocolcited by 5
- 2025SoK: Security and Privacy of AI Agents for Blockchaincited by 4
Built on by
Citing papers per year: 2026: 9.
9 papers.
- 2026Securing LLM-Agent Long-Term Memory Against Poisoning: Non-Malleable, Origin-Bound Authority with Machine-Checked Guaranteescited by 18
- 2026Security Threat Modeling for Emerging AI-Agent Protocols: A Comparative Analysis of MCP, A2A, Agora, and ANPcited by 15
- 2026SoK: Security of Autonomous LLM Agents in Agentic Commercecited by 8
- 2026From Logic Monopoly to Social Contract: Separation of Power and the Institutional Foundations for Autonomous Agent Economiescited by 3
- 2026Protocol-Level Attacks on Agentic Commerce Platforms: A Cross-Platform Taxonomy, AIP-Bench, and Unified Defensecited by 2
- 2026From Privacy to Workflow Integrity: Communication-Graph Metadata in Autonomous Agent Interoperabilitycited by 1
- 2026Governance by Design: A Parsonian Institutional Architecture for Internet-Wide Agent Societiescited by 0
- 2026Beyond Predictable Paths: Redefining AI Security Incident Reporting for Agentscited by 0
- 2026Agent-Canary-Mas: End-to-End Evaluation of Protocol Risk in Long-Horizon Multi-Agent Systemscited by 0
- 2026Agent-Canary-Mas: End-to-End Evaluation of Protocol Risk in Long-Horizon Multi-Agent Systems11 Oct 2026
- 2026Beyond Predictable Paths: Redefining AI Security Incident Reporting for Agents21 Sep 2026
- 2026Protocol-Level Attacks on Agentic Commerce Platforms: A Cross-Platform Taxonomy, AIP-Bench, and Unified Defense23 Jul 2026
- 2026Securing LLM-Agent Long-Term Memory Against Poisoning: Non-Malleable, Origin-Bound Authority with Machine-Checked Guarantees23 Jun 2026
- 2026From Privacy to Workflow Integrity: Communication-Graph Metadata in Autonomous Agent Interoperability5 Jun 2026
- 2026SoK: Security of Autonomous LLM Agents in Agentic Commerce15 Apr 2026
- 2026Governance by Design: A Parsonian Institutional Architecture for Internet-Wide Agent Societies13 Apr 2026
- 2026From Logic Monopoly to Social Contract: Separation of Power and the Institutional Foundations for Autonomous Agent Economies26 Mar 2026
- 2026Security Threat Modeling for Emerging AI-Agent Protocols: A Comparative Analysis of MCP, A2A, Agora, and ANP11 Feb 2026
Similar, not cited
Close in wording, no citation either way
- 2026A2ABreak: Systematic Security Analysis of the A2A Protocol ↗
- 2026Beyond Context Sharing: A Unified Agent Communication Protocol (ACP) for Secure, Federated, and Autonomous Agent-to-Agent (A2A) Orchestration
- 2026AgentRFC: Security Design Principles and Conformance Testing for Agent Protocols
- 2025Building A Secure Agentic AI Application Leveraging A2A Protocol
- 2025From Glue-Code to Protocols: A Critical Analysis of A2A and MCP Integration for Scalable Agent Systems
- 2026A Formal Security Framework for MCP-Based AI Agents: Threat Taxonomy, Verification Models, and Defense Mechanisms
- 2025SAGA: A Security Architecture for Governing AI Agentic Systems
- 2026InterSAGE: The Secure and Verifiable Interoperability Protocol for An Internet of Agents