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ATR-2026-00141criticalContext Exfiltrationexperimental

API Key Leakage via Example Format

Detects attempts to leak API keys by providing example formats with real key prefixes, hoping the agent fills in actual values. Crystallized from 31 adversarial samples (0% prior detection).

Severity
critical
Category
Context Exfiltration
Scan Target
mcp
Author
ATR Threat Cloud Crystallization

Response Actions

alertblock outputsnapshot

References

OWASP Agentic
ASI08 - Data Leakage
OWASP LLM
LLM02:2025 - Sensitive Information Disclosure