Wolfpack Adversarial Attack for Multi-Agent Reinforcement Learning
Date: 2025-02
Affected: Cooperative multi-agent reinforcement learning systems
Attack vector: adversarial-input
Category: research
Severity: Medium

Lee et al. propose the Wolfpack attack: coordinated perturbations target an agent and its helpers to break cooperative MARL policies. Companion WALL defense framework introduced. ICML 2025.


Mitigations:

Architectural layers (MAESTRO):