Coordinated multi-client attacks bypass single-client defenses like PRADA in model extraction, demonstrated via the new CerberusAI simulation framework, requiring stateful identity-independent defenses.
Design and evaluation of an Autonomous Cyber Defence agent using DRL and an augmented LLM,
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AI Model Extraction Attacks: Bypassing Single-Client Assumptions in Defenses
Coordinated multi-client attacks bypass single-client defenses like PRADA in model extraction, demonstrated via the new CerberusAI simulation framework, requiring stateful identity-independent defenses.