Maps agent threats to ECOA, EU AI Act, GDPR, and FINRA rules, reports four production patterns from KYC automation that handled four in five cases same-day, and notes three negative results including audit failures.
FinVault: Benchmarking financial agent safety in execution-grounded environments
2 Pith papers cite this work. Polarity classification is still indexing.
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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.
citing papers explorer
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Agent Security Meets Regulatory Reality -- A Practitioner Systematization of Autonomous-Agent Threats and Controls in Regulated Financial Systems
Maps agent threats to ECOA, EU AI Act, GDPR, and FINRA rules, reports four production patterns from KYC automation that handled four in five cases same-day, and notes three negative results including audit failures.
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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.