On the Limitations of Continual Learning for Malware Classification

13 August 2022

Papers citing "On the Limitations of Continual Learning for Malware Classification"

6 / 6 papers shown

Title
MADAR: Efficient Continual Learning for Malware Analysis with Diversity-Aware Replay Mohammad Saidur Rahman Scott E. Coull Qi Yu M. Wright AAML 51 0 0 09 Feb 2025
MalCL: Leveraging GAN-Based Generative Replay to Combat Catastrophic Forgetting in Malware Classification Jimin Park AHyun Ji Minji Park Mohammad Saidur Rahman Se Eun Oh 37 1 0 03 Jan 2025
Revisiting Static Feature-Based Android Malware Detection Md Tanvirul Alam Dipkamal Bhusal Nidhi Rastogi AAML 25 0 0 11 Sep 2024
MORPH: Towards Automated Concept Drift Adaptation for Malware Detection Md Tanvirul Alam Romy Fieblinger Ashim Mahara Nidhi Rastogi 8 0 0 23 Jan 2024
Continuous Learning for Android Malware Detection Yizheng Chen Zhoujie Ding David A. Wagner 29 32 0 08 Feb 2023
A Framework for Cluster and Classifier Evaluation in the Absence of Reference Labels R. Joyce Edward Raff Charles K. Nicholas 33 16 0 23 Sep 2021