Haeseung Jeon
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126
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2026
FreeMOCA: Memory-Free Continual Learning for Malicious Code Analysis
FreeMOCA is a memory- and compute-efficient continual learning framework that uses adaptive layer-wise interpolation in parameter space to prevent catastrophic forgetting when analyzing evolving malware samples.
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Papers
cs.CRcs.LGRecentMay 10, 2026
FreeMOCA: Memory-Free Continual Learning for Malicious Code Analysis
Zahra Asadi, Haeseung Jeon, Sohyun Han, Md Mahmuduzzaman Kamol +2 more
FreeMOCA is a memory- and compute-efficient continual learning framework that uses adaptive layer-wise interpolation in parameter space to prevent catastrophic forgetting when analyzing evolving malwa…
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