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Jigsaw Puzzle: Selective Backdoor Attack to Subvert Malware Classifiers.

L. Yang, Z. Chen, J. Cortellazzi, F. Pendlebury, K. Tu, F. Pierazzi, L. Cavallaro, and G. Wang. CoRR, (2022)

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Lessons Learned on Machine Learning for Computer Security.D. Arp, E. Quiring, F. Pendlebury, A. Warnecke, F. Pierazzi, C. Wressnegger, L. Cavallaro, and K. Rieck. IEEE Secur. Priv., 21 (5): 72-77 (September 2023)TESSERACT: Eliminating Experimental Bias in Malware Classification across Space and Time (Extended Version).Z. Kan, S. McFadden, D. Arp, F. Pendlebury, R. Jordaney, J. Kinder, F. Pierazzi, and L. Cavallaro. CoRR, (2024)INSOMNIA: Towards Concept-Drift Robustness in Network Intrusion Detection.G. Andresini, F. Pendlebury, F. Pierazzi, C. Loglisci, A. Appice, and L. Cavallaro. AISec@CCS, page 111-122. ACM, (2021)Is It Overkill? Analyzing Feature-Space Concept Drift in Malware Detectors.Z. Chen, Z. Zhang, Z. Kan, L. Yang, J. Cortellazzi, F. Pendlebury, F. Pierazzi, L. Cavallaro, and G. Wang. SP (Workshops), page 21-28. IEEE, (2023)Dos and Don'ts of Machine Learning in Computer Security.D. Arp, E. Quiring, F. Pendlebury, A. Warnecke, F. Pierazzi, C. Wressnegger, L. Cavallaro, and K. Rieck. CoRR, (2020)TESSERACT: Eliminating Experimental Bias in Malware Classification across Space and Time.F. Pendlebury, F. Pierazzi, R. Jordaney, J. Kinder, and L. Cavallaro. USENIX Security Symposium, page 729-746. USENIX Association, (2019)Dos and Don'ts of Machine Learning in Computer Security.D. Arp, E. Quiring, F. Pendlebury, A. Warnecke, F. Pierazzi, C. Wressnegger, L. Cavallaro, and K. Rieck. USENIX Security Symposium, page 3971-3988. USENIX Association, (2022)Enabling Fair ML Evaluations for Security.F. Pendlebury, F. Pierazzi, R. Jordaney, J. Kinder, and L. Cavallaro. ACM Conference on Computer and Communications Security, page 2264-2266. ACM, (2018)Intriguing Properties of Adversarial ML Attacks in the Problem Space.F. Pierazzi, F. Pendlebury, J. Cortellazzi, and L. Cavallaro. CoRR, (2019)Are Machine Learning Models for Malware Detection Ready for Prime Time?L. Cavallaro, J. Kinder, F. Pendlebury, and F. Pierazzi. IEEE Secur. Priv., 21 (2): 53-56 (March 2023)

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Jigsaw Puzzle: Selective Backdoor Attack to Subvert Malware Classifiers.

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copydeleteadd this publication to your clipboardcommunity posthistory of this postURLDOIBibTeXEndNoteAPAChicagoDIN 1505HarvardMSOffice XML Jigsaw Puzzle: Selective Backdoor Attack to Subvert Malware Classifiers.

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Jigsaw Puzzle: Selective Backdoor Attack to Subvert Malware Classifiers.