8 citations · 10 across the 3 of their papers we have counts for
3 papers
cs.LG2026★ 8 cited
Generating Synthetic Malware Samples Using Generative AI
Tiffany Bao, Kylie Trousil, Quang Duy Tran +2
Malware attacks have a significant negative impact on organizations of varied scales in the field of cybersecurity. Recently, malware researchers have increasingly turned to machin…
cs.CR2021★ 2 cited
Malware Classification Using Long Short-Term Memory Models
Dennis Dang, Fabio Di Troia, Mark Stamp
Signature and anomaly based techniques are the quintessential approaches to malware detection. However, these techniques have become increasingly ineffective as malware has become…
cs.CR2021
Malware Classification with Word Embedding Features
Aparna Sunil Kale, Fabio Di Troia, Mark Stamp
Malware classification is an important and challenging problem in information security. Modern malware classification techniques rely on machine learning models that can be trained…