Loss is More! Improving Malware Detectors by Learning Additional Tasks
Malware detection is perhaps the most common use case of machine learning for information security (ML-Sec/AI-Sec). ML-Sec malware detectors consist […]
Malware detection is perhaps the most common use case of machine learning for information security (ML-Sec/AI-Sec). ML-Sec malware detectors consist […]
https://www.youtube.com/watch?v=XfT0Ju4vhvI&t=1254 A data science team is now table stakes for most security operations, however data science for security poses unique […]
In practical applications of binary classification, knowing the uncertainty of the prediction can be almost as important as knowing the […]
Security is a constant cat-and-mouse game between those trying to keep abreast of and detect novel malware, and the authors […]
Machine learning is the science of developing programs that can automatically learn from data. First, this talk will give some […]
As processing power and deep learning techniques have improved, deep learning has become a powerful tool to detect and classify […]
Deep learning has emerged as a powerful tool for classifying malicious software artifacts, however the generic black-box nature of these […]