Replication reveals data leakage from incorrect cut-off date in original ABLoTS, preventing reproduction of claimed results while TraceScore holds up on extended datasets.
Journal of the American statistical Association46(253), 68–78 (1951)
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Similarity-constrained adversarial perturbations reduce drift signals in malware classifiers while achieving evasion, with l2 regularization performing best.
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An Extensive Replication Study of the ABLoTS Approach for Bug Localization
Replication reveals data leakage from incorrect cut-off date in original ABLoTS, preventing reproduction of claimed results while TraceScore holds up on extended datasets.
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Adversarial Evasion in Non-Stationary Malware Detection: Minimizing Drift Signals through Similarity-Constrained Perturbations
Similarity-constrained adversarial perturbations reduce drift signals in malware classifiers while achieving evasion, with l2 regularization performing best.