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08/21/2023
A Modular and Adaptive System for Business Email Compromise Detection
The growing sophistication of Business Email Compromise (BEC) and spear ...
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03/06/2023
Benchmark of Data Preprocessing Methods for Imbalanced Classification
Severe class imbalance is one of the main conditions that make machine l...
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11/10/2021
A framework for comprehensible multi-modal detection of cyber threats
Detection of malicious activities in corporate environments is a very co...
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07/25/2021
Decision-forest voting scheme for classification of rare classes in network intrusion detection
In this paper, Bayesian based aggregation of decision trees in an ensemb...
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06/23/2021
Learning Explainable Representations of Malware Behavior
We address the problems of identifying malware in network telemetry logs...
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01/15/2020
On Model Evaluation under Non-constant Class Imbalance
Many real-world classification problems are significantly class-imbalanc...
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12/04/2018