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07/24/2023
Cyber Deception against Zero-day Attacks: A Game Theoretic Approach
Reconnaissance activities precedent other attack steps in the cyber kill...
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09/06/2022
Avast-CTU Public CAPE Dataset
There is a limited amount of publicly available data to support research...
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08/04/2022
Explaining Classifiers Trained on Raw Hierarchical Multiple-Instance Data
Learning from raw data input, thus limiting the need for feature enginee...
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11/03/2021
Computing Stackelberg Equilibrium with Memory in Sequential Games
Stackelberg equilibrium is a solution concept that describes optimal str...
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10/22/2021
Improving Robustness of Malware Classifiers using Adversarial Strings Generated from Perturbed Latent Representations
In malware behavioral analysis, the list of accessed and created files v...
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10/21/2020
Solving Zero-Sum One-Sided Partially Observable Stochastic Games
Many security and other real-world situations are dynamic in nature and ...
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04/22/2020
Discovering Imperfectly Observable Adversarial Actions using Anomaly Detection
Anomaly detection is a method for discovering unusual and suspicious beh...
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03/13/2019
Compact Representation of Value Function in Partially Observable Stochastic Games
Value methods for solving stochastic games with partial observability mo...
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03/14/2018
Constructing Imperfect Recall Abstractions to Solve Large Extensive-Form Games
Extensive-form games are an important model of finite sequential interac...
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07/28/2015