• Active learning-based mobile malware detection utilizing auto-labeling and data drift detectionDeng, Zhe; Hubert, Arthur; Ben Yahia, Sadok; Bahsi, HayretdinProceedings of the 2024 IEEE International Conference on Cyber Security and Resilience, CSR 20242024 / p. 146 - 151 https://doi.org/10.1109/CSR61664.2024.10679343 https://www.scopus.com/record/display.uri?eid=2-s2.0-85206173340&origin=resultslist&sort=plf-f&src=s&sot=b&sdt=b&s=DOI%2810.1109%2FCSR61664.2024.10679343%29&sessionSearchId=e1befdb1cf15a568da5cda41fe0f6fd4&relpos=0 https://www.webofscience.com/wos/woscc/full-record/WOS:001327167900023
• Android malware concept drift using system calls : detection, characterization and challengesGuerra Manzanares, Alejandro; Luckner, Marcin; Bahsi, HayretdinExpert systems with applications2022 / art. 117200, 19 p. : ill https://doi.org/10.1016/j.eswa.2022.117200 https://www.scopus.com/sourceid/24201 https://www.scopus.com/record/display.uri?eid=2-s2.0-85133644580&origin=inward&txGid=184e98a80ff85f3a127453d215dd745b https://jcr.clarivate.com/jcr-jp/journal-profile?journal=EXPERT%20SYST%20APPL&year=2022 https://www.webofscience.com/wos/woscc/full-record/WOS:000835136700007
• Experts still needed : boosting long-term android malware detection with active learningGuerra-Manzanares, Alejandro; Bahsi, HayretdinJournal of Computer Virology and Hacking Techniques2024 / p. 901 - 918 https://doi.org/10.1007/s11416-024-00536-y https://www.scopus.com/sourceid/21100405702 https://www.scopus.com/record/display.uri?eid=2-s2.0-85205572445&origin=resultslist&sort=plf-f&src=s&sot=b&sdt=b&s=DOI%2810.1007%2Fs11416-024-00536-y%29&sessionSearchId=45c919fe8ff54496e2ffa842f2ed2798&relpos=0 https://jcr.clarivate.com/jcr-jp/journal-profile?journal=J%20COMPUT%20VIROL%20HACKI&year=2023 https://www.webofscience.com/wos/woscc/full-record/WOS:001325766300001
• In-depth feature selection and ranking for automated detection of mobile malwareGuerra Manzanares, Alejandro; Nõmm, Sven; Bahsi, HayretdinProceedings of the 5th International Conference on Information Systems Security and Privacy : ICISSP 2019 : February 23-25, 2019, Prague, Czech Republic. Vol. 12019 / p. 274-283 : ill https://doi.org/10.5220/0007349602740283
• KronoDroid : time-based hybrid-featured dataset for effective android malware detection and characterizationGuerra Manzanares, Alejandro; Bahsi, Hayretdin; Nõmm, SvenComputers & Security2021 / art. 102399, 32 p https://doi.org/10.1016/j.cose.2021.102399 https://www.scopus.com/sourceid/28898 https://www.scopus.com/record/display.uri?eid=2-s2.0-85111254062&origin=inward&txGid=32d36b027df97a47921b257fee257cba https://jcr.clarivate.com/jcr-jp/journal-profile?journal=COMPUT%20SECUR&year=2022 https://www.webofscience.com/wos/woscc/full-record/WOS:000703432300003
• On the application of active learning to handle data evolution in Android malware detectionGuerra Manzanares, Alejandro; Bahsi, HayretdinDigital forensics and cyber crime : 13th EAI international conference, ICDF2C 2022, Boston, MA, November 16-18, 2022 : proceedings2023 / p. 256-273 https://doi.org/10.1007/978-3-031-36574-4_15
• Time-frame analysis of system calls behavior in machine learning-based mobile malware detectionGuerra Manzanares, Alejandro; Nõmm, Sven; Bahsi, Hayretdin2019 International Conference on Cyber Security for Emerging Technologies : CSET 2019, Doha, Qatar, 27 October 2019 through 29 October 20192019 / art. 89049088 ; 8 p. : ill https://doi.org/10.1109/CSET.2019.8904908