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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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03/11/2019
Learning Edge Properties in Graphs from Path Aggregations
Graph edges, along with their labels, can represent information of funda...
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02/10/2019
Identifying Fake News from Twitter Sharing Data: A Large-Scale Study
Social networks offer a ready channel for fake and misleading news to sp...
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02/01/2019
A New Family of Neural Networks Provably Resistant to Adversarial Attacks
Adversarial attacks add perturbations to the input features with the int...
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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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12/04/2017
Learning User Intent from Action Sequences on Interactive Systems
Interactive systems have taken over the web and mobile space with increa...
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11/21/2016