ATR-2026-00119highAgent Manipulationexperimental
Social Engineering Attack via Agent Output
Detects agents being used as social engineering vectors against the human user. Attackers can poison agent context to generate urgency-based manipulation, authority impersonation, or emotional pressure tactics. Because users tend to trust agent output more than raw emails, social engineering delivered through an AI agent has higher success rates than traditional phishing.
Severity
high
Category
Agent Manipulation
Scan Target
mcp
Author
ATR Community
Response Actions
alertsnapshot
References
OWASP Agentic
ASI09:2026 - Human Trust Exploitation