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09/12/2023
Semi-supervised Classification of Malware Families Under Extreme Class Imbalance via Hierarchical Non-Negative Matrix Factorization with Automatic Model Selection
Identification of the family to which a malware specimen belongs is esse...
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06/09/2023
AVScan2Vec: Feature Learning on Antivirus Scan Data for Production-Scale Malware Corpora
When investigating a malicious file, searching for related files is a co...
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12/28/2021
Rank-1 Similarity Matrix Decomposition For Modeling Changes in Antivirus Consensus Through Time
Although groups of strongly correlated antivirus engines are known to ex...
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11/29/2021
MOTIF: A Large Malware Reference Dataset with Ground Truth Family Labels
Malware family classification is a significant issue with public safety ...
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09/23/2021