AIVSS10 - Agent Goal and Instruction Manipulation
Prompt injection and goal-hijacking that subverts the agent's core objective.
Intent & Description
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🎯 Intent
Prevent adversaries from redirecting an autonomous agent away from its intended objectives through prompt injection.
📋 Context
Agents operate with defined goals and autonomy. Attackers can inject instructions through various channels to override or subtly shift the agent’s primary objective, leading to unauthorized actions. This is the classic prompt injection vector adapted for agentic systems.
💡 Solution
Implement goal validation and integrity checks. Use immutable goal definitions. Apply input sanitization at all agent interfaces. Monitor for goal drift. Implement behavioral anomaly detection. Use goal-guarding frameworks. Separate goal definitions from execution logic.'
Real-world Use Case
Source
📌 TL;DR
Protect agent goals from hijacking. Validate objectives, sanitize inputs, detect behavioral drift, enforce goal immutability.
Advantages
- Maintains agent purpose integrity
- Prevents objective manipulation
- Enables goal compliance monitoring
- Supports safe autonomy
Disadvantages
- Goal drift detection can be subtle
- May limit agent flexibility
- Requires continuous behavioral monitoring