Mal-Where? How We Boosted Malware Detection to XG-ceptional Levels
16 Mar 2025
This paper presents a malware detection system where exceptional accuracy is achieved, and class imbalance is effectively addressed using ADASYN.
Dumping Data & Dodging Danger: A Quirky Quest Against Obfuscated Malware
24 Feb 2025
This paper presents a methodology to detect and classify obfuscated malware from memory dumps using diverse machine learning models.
Malware Mayhem: Outsmarting the Digital Chameleon
24 Feb 2025
This paper looks into various malware detection techniques, including static, dynamic, and obfuscation countermeasures via machine learning.
Hide and Seek in Memory: Outsmarting Sneaky Malware with Data Magic
18 Feb 2025
The paper focuses on machine learning methods being applied to detect obfuscated malware in memory dumps with class imbalance addressed.