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12/14/2020
SOREL-20M: A Large Scale Benchmark Dataset for Malicious PE Detection
In this paper we describe the SOREL-20M (Sophos/ReversingLabs-20 Million...
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10/07/2020
CATBERT: Context-Aware Tiny BERT for Detecting Social Engineering Emails
Targeted phishing emails are on the rise and facilitate the theft of bil...
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03/13/2019
ALOHA: Auxiliary Loss Optimization for Hypothesis Augmentation
Malware detection is a popular application of Machine Learning for Infor...
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10/29/2018
Principled Uncertainty Estimation for Deep Neural Networks
When the cost of misclassifying a sample is high, it is useful to have a...
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04/22/2018
MEADE: Towards a Malicious Email Attachment Detection Engine
Malicious email attachments are a growing delivery vector for malware. W...
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04/13/2018
A Deep Learning Approach to Fast, Format-Agnostic Detection of Malicious Web Content
Malicious web content is a serious problem on the Internet today. In thi...
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04/28/2016