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08/22/2022
SoK: Explainable Machine Learning for Computer Security Applications
Explainable Artificial Intelligence (XAI) is a promising solution to imp...
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06/24/2022
SECLEDS: Sequence Clustering in Evolving Data Streams via Multiple Medoids and Medoid Voting
Sequence clustering in a streaming environment is challenging because it...
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06/15/2022
Robust Attack Graph Generation
We present a method to learn automaton models that are more robust to in...
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07/06/2021
SAGE: Intrusion Alert-driven Attack Graph Extractor
Attack graphs (AG) are used to assess pathways availed by cyber adversar...
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07/18/2019
Laptop Theft in a University Setting can be Avoided with Warnings
Laptops have become an indispensable asset in today's digital age. They ...
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04/02/2019
