
Crowdstrike
eXpose Neural Network for Malicious URL Detection
Pages
18
Time to read
35 mins
Publication
Language
English

Pages
18
Time to read
35 mins
Publication
Language
English
This research article presents eXpose, a character-level convolutional neural network designed to detect malicious URLs, file paths, and registry keys. By automating feature extraction and classification, eXpose outperforms traditional manual feature extraction methods, achieving a 5%-10% higher detection rate at low false positive rates. The study highlights the potential of deep learning in enhancing cybersecurity detection capabilities.