• 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
• Cross-device behavioral consistency : benchmarking and implications for effective android malware detectionGuerra Manzanares, Alejandro; Välbe, MartinMachine Learning with Applications2022 / art. 100357, 15 p. : ill https://doi.org/10.1016/j.mlwa.2022.100357
• Differences in Android behavior between real device and emulator : a malware detection perspectiveGuerra Manzanares, Alejandro; Bahsi, Hayretdin; Nõmm, Sven6th International Conference on Internet of Things: Systems, Management and Security (IOTSMS), Granada, Spain, October 22-25, 20192019 / art. 8939268, p. 399-404 https://doi.org/10.1109/IOTSMS48152.2019.8939268
• Effectiveness and feasibility of cardiovascular disease personalized prevention on high polygenic risk score subjects : a randomized controlled pilot studyGuerra Manzanares, Alejandro; Viigimaa, Margus; Jürisson, Mikk; Pisarev, Heti; Kalda, Ruth; Alavere, Helene; Irs, Alar; Saar, Aet; Fischer, Krista; Läll, Kristi; Kruuv-Käo, Krista; Mars, Nina; Widen, Elisabeth; Ripatti, Samuli; Metspalu, AndresEuropean Heart Journal Open2022 / Art. oeac079 https://doi.org/10.1093/ehjopen/oeac079 https://www.scopus.com/record/display.uri?eid=2-s2.0-85154045971&origin=resultslist&sort=plf-f&src=s&sid=de91c20ae4aba03588cc8b0e4d3de083&sot=b&sdt=b&s=AUTHOR-NAME%28viigimaa%29&sl=21&sessionSearchId=de91c20ae4aba03588cc8b0e4d3de083 https://www.scopus.com/sourceid/21101144895
• Hybrid feature selection models for machine learning based botnet detection in IoT networksGuerra Manzanares, Alejandro; Bahsi, Hayretdin; Nõmm, Sven2019 International Conference on Cyberworlds : CW 2019 : 2-4 October 2019, Kyoto, Japan : proceedings2019 / p. 324-327 : ill https://doi.org/10.1109/CW.2019.00059
• 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
• 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
• Machine learning-based detection and characterization of evolving threats in mobile and IoT Systems = Masinõppepõhine arenevate ohtude tuvastamine ning kirjeldamine mobiilseadmete ja värkvõrkude jaoksGuerra Manzanares, Alejandro2022 https://doi.org/10.23658/taltech.54/2022 https://digikogu.taltech.ee/et/Item/f56ae778-e5a5-4147-a8e4-4833e08fa789 https://www.ester.ee/record=b5511898*est
• MedBIoT : generation of an IoT Botnet Dataset in a medium-sized IoT networkGuerra Manzanares, Alejandro; Medina-Galindo, Jorge; Bahsi, Hayretdin; Nõmm, SvenProceedings of the 6th International Conference on Information Systems Security and Privacy, ICISSP : February 25-27, 2020, La Valletta, Malta. Vol. 12020 / p. 207-218 : ill https://doi.org/10.5220/0009187802070218
• On the application of active learning for efficient and effective Iot botnet detectionGuerra Manzanares, Alejandro; Bahsi, HayretdinFuture Generation Computer Systems2023 / p. 40-53 : ill https://doi.org/10.1016/j.future.2022.10.024 https://www.scopus.com/sourceid/12264 https://www.scopus.com/record/display.uri?eid=2-s2.0-85142760129&origin=inward&txGid=e2c5f990349b9ecea3f869ee19f276f3 https://jcr.clarivate.com/jcr-jp/journal-profile?journal=FUTURE%20GENER%20COMP%20SY&year=2023 https://www.webofscience.com/wos/woscc/full-record/WOS:000926842400004
• 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
• Stream clustering guided supervised learning for classifying NIDS alertsVaarandi, Risto; Guerra Manzanares, AlejandroFuture generation computer systems2024 / p. 231-244 : ill https://doi.org/10.1016/j.future.2024.01.032 https://www.scopus.com/sourceid/12264 https://www.scopus.com/record/display.uri?eid=2-s2.0-85185711530&origin=resultslist&sort=plf-f&src=s&sot=b&sdt=b&s=ALL%28%22Stream+clustering+guided+supervised+learning+for+classifying+NIDS+alerts%22%29&sessionSearchId=fd90d0e9983d9a88c6a21e7c6aafecbb&relpos=0 https://jcr.clarivate.com/jcr-jp/journal-profile?journal=FUTURE%20GENER%20COMP%20SY&year=2023 https://www.webofscience.com/wos/woscc/full-record/WOS:001188873700001
• 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
• Towards the integration of a post-hoc interpretation step into the machine learning workflow for IoT botnet detectionGuerra Manzanares, Alejandro; Nõmm, Sven; Bahsi, Hayretdin18th IEEE International Conference on Machine Learning and Applications : ICMLA 2019, 16–19 December 2019, Boca Raton, Florida, USA : proceedings2019 / p. 1162-1169 : ill https://doi.org/10.1109/ICMLA.2019.00193
• Using MedBIoT dataset to build effective machine learning-based IoT botnet detection systemsGuerra Manzanares, Alejandro; Medina-Galindo, Jorge; Bahsi, Hayretdin; Nõmm, SvenInformation Systems Security and Privacy : 6th International Conference, ICISSP 2020, Valletta, Malta, February 25–27, 2020 : revised selected papers2022 / p. 222–243 https://doi.org/10.1007/978-3-030-94900-6_11 https://www.scopus.com/sourceid/17700155007 https://www.scopus.com/record/display.uri?eid=2-s2.0-85123979591&origin=inward&txGid=1c5a5f68e5a5a56afc9a3d3464c71358 https://www.webofscience.com/wos/woscc/full-record/WOS:000765271900011