mlsanityData to 14 Oct 2026

Beyond the Mandate: A Systematic Security Analysis of the Agent Payments Protocol (AP2)

arXiv 2608.23858 ↗First posted 24 Aug 2026cs.CR cs.AIcited by 0

On the map: LLM agents and tool use → Agent threats, guardrails and governance

Abstract (arXiv)

The Agent Payments Protocol (AP2), introduced by Google, enables large language model (LLM)-driven shopping agents to authorize and execute payments on behalf of users. Its signed Checkout and Payment Mandates protect the integrity of transaction data after signing. Agent interactions and external inputs that shape a transaction before authorization remain outside that protection, including Agent-to-Agent Protocol (A2A) messages and Model Context Protocol (MCP) tool calls. Prior work identified replay and prompt-injection attacks in AP2 v0.1. AP2 v0.2 addresses some of these issues but adds capabilities and deployment assumptions that require renewed analysis. We present a systematic security analysis of AP2 v0.2 based on its roles, transaction lifecycle, deployment architectures, and trust boundaries. We divide the lifecycle into five phases and identify five deployment architectures. Using MAESTRO (Multi-Agent Environment, Security, Threat, Risk, Outcome), we model four threat actors, eleven attack surfaces, eighteen adversary capabilities, and six attacker goals. The resulting catalog contains 48 threats spanning five attack families. We score these threats with the Artificial Intelligence Vulnerability Scoring System (AIVSS), identifying eight that reach the High band in at least one architecture. Because no complete public AP2 deployment was available, we build a testbed spanning all five architectures and develop five proof-of-concept demonstrations covering all eight High-risk threats and their mitigations. We also develop a deployment-aware scanner that maps applicable threats to static, cross-role consistency, and adversarial checks. Our analysis shows that valid mandate signatures alone do not ensure that an agent-mediated transaction reflects the user's intent when its pre-authorization context is manipulated.

Key facts. No citing papers in the map yet (data through 14 Oct 2026). Placed in Agent threats, guardrails and governance, one of 16 directions in LLM agents and tool use. Builds on 8 of its 28 references that are in the map. First posted on arXiv 24 Aug 2026.

Builds on

8 of 28 references.

Closest ancestors · 5

Same direction, newest first

  1. 2026SoK: Security of Autonomous LLM Agents in Agentic Commerce15 Apr
  2. 2026Zero-Trust Runtime Verification for Agentic Payment Protocols: Mitigating Replay and Context-Binding Failures in AP26 Feb
  3. 2026Breaking the Protocol: Security Analysis of the Model Context Protocol Specification and Prompt Injection Vulnerabilities in Tool-Integrated LLM Agents24 Jan
  4. 2025Semantic Attacks on Tool-Augmented LLMs: Securing the Model Context Protocol Against Descriptor-Level Manipulation6 Dec
  5. 2025Securing Agentic AI: A Comprehensive Threat Model and Mitigation Framework for Generative AI Agents28 Apr

Other references · 3

  1. 2026Model Context Protocol Threat Modeling and Analyzing Vulnerabilities to Prompt Injection with Tool Poisoningcited by 10
  2. 2025Secure Autonomous Agent Payments: Verifying Authenticity and Intent in a Trustless Environmentcited by 3
  3. 2026STRIDE-AI: A Threat Modeling Framework for Generative AI Security Assessmentcited by 1

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Not cited yet.

Similar, not cited

Close in wording, no citation either way

  1. 2026Whispers of Wealth: Red-Teaming Google's Agent Payments Protocol via Prompt Injection
  2. 2026Protocol-Level Attacks on Agentic Commerce Platforms: A Cross-Platform Taxonomy, AIP-Bench, and Unified Defense
  3. 2026Hardening x402: PII-Safe Agentic Payments via Pre-Execution Metadata Filtering
  4. 2026Free-Riding the Agentic Web: A Systematic Security Analysis of x402 Payments
  5. 2025Improving Google A2A Protocol: Protecting Sensitive Data and Mitigating Unintended Harms in Multi-Agent Systems
  6. 2026A2ABreak: Systematic Security Analysis of the A2A Protocol ↗
  7. 2026Five Attacks on x402 Agentic Payment Protocol
  8. 2025BlockA2A: Towards Secure and Verifiable Agent-to-Agent Interoperability