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How to Train your Antivirus: RL-based Hardening through the Problem-Space
It also makes possible to provide theoretical guarantees on the robustness of the model against a particular set of adversarial capabilities.
Adversarial Markov Games: On Adaptive Decision-Based Attacks and Defenses
To reliably measure robustness, it is important to evaluate against realistic and worst-case attacks.
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