BinShoo: Binary Code Similarity Detection using Optimized Function Embedding and Siamese Neural Network

RESEARCH CREW
22:20 06/11/2024
TIN LIÊN QUAN
Malware threatens cybersecurity by enabling data theft, unauthorized access, and extortion. Traditional malware detection systems (MDS) struggle with the increasing volume and complexity of malware. While machine learning (ML) and deep learning (DL) offer promising solutions, they remain vulnerable to adversarial attacks that evade detection. Recent research focuses on developing...