• 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
• Concept drift and cross-device behavior : challenges and implications for effective android malware detectionGuerra Manzanares, Alejandro; Luckner, Marcin; Bahsi, HayretdinComputers & Security2022 / art. 102757, 20 p. : ill https://doi.org/10.1016/j.cose.2022.102757 https://www.scopus.com/sourceid/28898 https://www.scopus.com/record/display.uri?eid=2-s2.0-85132230850&origin=inward&txGid=1ffe16fd88f47c070431db0876a2f30a https://jcr.clarivate.com/jcr-jp/journal-profile?journal=COMPUT%20SECUR&year=2022 https://www.webofscience.com/wos/woscc/full-record/WOS:000833415400002
• 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
• Leveraging the first line of defense : a study on the evolution and usage of android security permissions for enhanced android malware detectionGuerra Manzanares, Alejandro; Luckner, Marcin; Bahsi, HayretdinJournal of Computer Virology and Hacking Techniques2022 / 32 p. : ill https://doi.org/10.1007/s11416-022-00432-3 https://www.scopus.com/sourceid/21100405702 https://www.scopus.com/record/display.uri?eid=2-s2.0-85137067746&origin=inward&txGid=dce53c753da08106f391fcf8c3742817 https://jcr.clarivate.com/jcr-jp/journal-profile?journal=J%20COMPUT%20VIROL%20HACKI&year=2023 https://www.webofscience.com/wos/woscc/full-record/WOS:000844927200001
• 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
• On the relativity of time : implications and challenges of data drift on long-term effective android malware detectionGuerra Manzanares, Alejandro; Bahsi, HayretdinComputers & Security2022 / art. 102835, 15 p. : ill https://doi.org/10.1016/j.cose.2022.102835 https://www.scopus.com/sourceid/28898 https://www.scopus.com/record/display.uri?eid=2-s2.0-85136455830&origin=inward&txGid=cb7c37c4a6f35440a96df9b98b2877f3 https://jcr.clarivate.com/jcr-jp/journal-profile?journal=COMPUT%20SECUR&year=2022 https://www.webofscience.com/wos/woscc/full-record/WOS:000877949400001