Hien Cong Dinh

TFC-MAL: APPLICATION OF TRIPLET LOSS FOR MALWARE DETECTION BASED ON IMAGE REPRESENTATION

Detecting polymorphic and zero-day malware remains a significant challenge due to the high similarity in characteristics between malicious variants and benign files, which reduces the effectiveness of traditional Cross-Entropy-based approaches. This paper proposes the TFC-MAL (Triplet-based Feature Compactness for Malw...