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APort Vault: 79.4% of Level-4 attacks made AI agents pay out

Published

21 September 2026

Topic

technology

◆ Sectors

AI AgentsPaymentsCybersecurity

◆ Source

Read at aiweekly.co →

◆ Verified

Fusion42 · 21 September 2026 · Fusion42 review

APort Vault benchmark tested 4,371 human-authored attacks on 14 AI payment models, showing a 79.4% Level-4 attack success rate on models alone, which dropped to zero when a deterministic Open Agent Passport pre-action check was applied.

This Wire brief sits within Fusion42's coverage of AI Agents, Payments and Cybersecurity.

◆ ◆ The Wire takeaway

You must integrate a pre-action check like the Open Agent Passport to block fraudulent AI payment requests effectively. Payment AI founders face a clear technical barrier that this benchmark shows can be overcome now.

◆ Coverage

1 source · 21 Sep 2026

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◆ Topics

AI AgentsPaymentsCybersecurityai-agentspayment-securityadversarial-testingmodel-robustness