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12/21/2021
ANUBIS: A Provenance Graph-Based Framework for Advanced Persistent Threat Detection
We present ANUBIS, a highly effective machine learning-based APT detecti...
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09/28/2021
Federated Learning Algorithms for Generalized Mixed-effects Model (GLMM) on Horizontally Partitioned Data from Distributed Sources
Objectives: This paper develops two algorithms to achieve federated gene...
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08/18/2021
De-identification of Unstructured Clinical Texts from Sequence to Sequence Perspective
In this work, we propose a novel problem formulation for de-identificati...
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03/04/2021
Analyzing the Usefulness of the DARPA OpTC Dataset in Cyber Threat Detection Research
Maintaining security and privacy in real-world enterprise networks is be...
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12/18/2020
