Mitigating Catastrophic Forgetting in Android Malware Classification via Incremental Knowledge Distillation and Adaptive Memory Replay

Kun Wang, Jinfu Chen, Saihua Cai, Bingbing Yin, Zhancheng Ye. Mitigating Catastrophic Forgetting in Android Malware Classification via Incremental Knowledge Distillation and Adaptive Memory Replay. In Hossain Shahriar, Kazi Shafiul Alam, Hiroyuki Ohsaki, Stelvio Cimato, Miriam Capretz, Shamem Ahmed, Sheikh Iqbal Ahamed, Akm Jahangir Alam Majumder, Munirul Haque, Tomoki Yoshihisa, Alfredo Cuzzocrea, Michiharu Takemoto, Nazmus Sakib, Marwa Elsayed, editors, 50th IEEE Annual Computers, Software, and Applications Conference, COMPSAC 2026, Madrid, Spain, July 7-10, 2026. pages 3234-3237, IEEE, 2026. [doi]

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