TIF applies temporal invariant learning to Android malware detectors, improving F1 by up to 8 points in the first year after deployment across multiple feature spaces.
Exploiting code symmetries for learning program semantics,
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TIF: Learning Temporal Invariance in Android Malware Detectors
TIF applies temporal invariant learning to Android malware detectors, improving F1 by up to 8 points in the first year after deployment across multiple feature spaces.