Search Results for author: Lisa Oakley

Found 2 papers, 2 papers with code

Adversarial Robustness Verification and Attack Synthesis in Stochastic Systems

1 code implementation5 Oct 2021 Lisa Oakley, Alina Oprea, Stavros Tripakis

We outline a class of threat models under which adversaries can perturb system transitions, constrained by an $\varepsilon$ ball around the original transition probabilities.

Adversarial Robustness

QFlip: An Adaptive Reinforcement Learning Strategy for the FlipIt Security Game

2 code implementations27 Jun 2019 Lisa Oakley, Alina Oprea

FlipIt is a security game that models attacker-defender interactions in advanced scenarios such as APTs.

OpenAI Gym Q-Learning +2

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