Can I read Detecting File-less Attacks with ML on EtoBox?
Detecting File-less Attacks with ML by Nguyễn Hoàng Nam is a document available to read on EtoBox.
What is Detecting File-less Attacks with ML about?
The document discusses the increasing prevalence of file-less attacks that evade traditional detection methods by using legitimate system tools. It presents a machine learning approach utilizing a modified Perceptron algorithm to analyze command line arguments and detect these attacks effectively. The study highlights the importance of feature extraction and the challenges posed by unbalanced datasets in improving detection rates while minimizing false positives.
- Author
- Nguyễn Hoàng Nam
- Language
- EN