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12/17/2020
Classifying Sequences of Extreme Length with Constant Memory Applied to Malware Detection
Recent works within machine learning have been tackling inputs of ever-i...
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10/22/2020
Getting Passive Aggressive About False Positives: Patching Deployed Malware Detectors
False positives (FPs) have been an issue of extreme importance for anti-...
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09/06/2020
Automatic Yara Rule Generation Using Biclustering
Yara rules are a ubiquitous tool among cybersecurity practitioners and a...
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08/11/2020
ProblemChild: Discovering Anomalous Patterns based on Parent-Child Process Relationships
It is becoming more common that adversary attacks consist of more than a...
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02/20/2018
The Malicious Use of Artificial Intelligence: Forecasting, Prevention, and Mitigation
This report surveys the landscape of potential security threats from mal...
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01/26/2018
Learning to Evade Static PE Machine Learning Malware Models via Reinforcement Learning
Machine learning is a popular approach to signatureless malware detectio...
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10/06/2016