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05/29/2022
Radial Spike and Slab Bayesian Neural Networks for Sparse Data in Ransomware Attacks
Ransomware attacks are increasing at an alarming rate, leading to large ...
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11/30/2021
Living-Off-The-Land Command Detection Using Active Learning
In recent years, enterprises have been targeted by advanced adversaries ...
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06/09/2021
URLTran: Improving Phishing URL Detection Using Transformers
Browsers often include security features to detect phishing web pages. I...
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05/20/2021
Preventing Machine Learning Poisoning Attacks Using Authentication and Provenance
Recent research has successfully demonstrated new types of data poisonin...
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10/01/2020
Designing Indicators to Combat Fake Media
The growth of misinformation technology necessitates the need to identif...
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01/22/2020
AMP: Authentication of Media via Provenance
Advances in graphics and machine learning have led to the general availa...
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04/01/2019
ScriptNet: Neural Static Analysis for Malicious JavaScript Detection
Malicious scripts are an important computer infection threat vector in t...
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06/28/2018
Robust Neural Malware Detection Models for Emulation Sequence Learning
Malicious software, or malware, presents a continuously evolving challen...
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05/15/2018
Neural Classification of Malicious Scripts: A study with JavaScript and VBScript
Malicious scripts are an important computer infection threat vector. Our...
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12/16/2017