arXiv AI By Steven Lamp, Jason D. Hiser, Anh Nguyen-Tuong, Jack W. Davidson

PHASE: Passive Human Activity Simulation Evaluation

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arXiv:2507. 13505v2 Announce Type: replace-cross Abstract: Cybersecurity simulation environments, such as cyber ranges, honeypots, and sandboxes, require realistic human behavior to be effective, yet no quantitative method exists to assess the behavioral fidelity of synthetic user personas.

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arXiv AI
Aug 17

Interactive Analysis of Global Explanations using Aggregated Class Activation Maps for Network Data

arXiv:2608. 13575v1 Announce Type: cross Abstract: Recent machine learning (ML) advances have demonstrated that deep learning (DL) achieves impressive results in different application domains, including the classification of computer network traffic to corresponding applications.

By Igor Cherepanov, David Sessler, Alex Ulmer, Felix Wagner, Throsten May, J\"orn Kohlhammer