Analysis of national cyber situational awareness practicesBahsi, HayretdinStrategic cyber defense : a multidisciplinary perspective2017 / p. 31-41 https://doi.org/10.3233/978-1-61499-771-9-31

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 Journal metrics at Scopus Article at Scopus Journal metrics at WOS Article at WOS

Capability detection and evaluation metrics for cyber security lab exercisesCaliskan, Emin; Tatar, Unal; Bahsi, Hayretdin; Ottis, Rain; Vaarandi, RistoProceedings of the 12th International Conference on Cyber Warfare and Security, ICCWS 20172017 / p. 407-414 : ill https://www.scopus.com/record/display.uri?eid=2-s2.0-85018944652&origin=inward&txGid=dad813d957372581ca0932bf6e4fb5d8

A case study about the use and evaluation of cyber deceptive methods against highly targeted attacksFarar, Alexandria Elaine; Bahsi, Hayretdin; Blumbergs, Bernhards2017 International Conference On Cyber Incident Response, Coordination, Containment and Control, Cyber Incident 2017 : London, United Kingdom, 19 June 2017 through 20 June 20172017 / [7] p. : ill https://doi.org/10.1109/CYBERINCIDENT.2017.8054640

A comparative framework for cyber threat modelling : case of healthcare and industrial control systemsBalogun, Mobolarinwa; Bahsi, Hayretdin; Keskin, Omer F.; Tatar, UnalInternational Journal of Critical Infrastructures2021 / 1 p https://doi.org/10.1504/IJCIS.2024.10046187

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 Journal metrics at Scopus Article at Scopus Journal metrics at WOS Article at WOS

A conceptual nationwide cyber situational awareness framework for critical infrastructuresBahsi, Hayretdin; Maennel, Olaf ManuelSecure IT systems : 20th Nordic Conference, NordSec 2015, Stockholm, Sweden, October 19-21, 2015 : proceedings2015 / p. 3-10 : ill https://doi.org/10.1007/978-3-319-26502-5_1

A cyber attack taxonomy for microgrid systemsBahsi, Hayretdin; Dola, Henry Ochieng; Khalil, Shaymaa Mamdouh; Korõtko, Tarmo2022 17th Annual System of Systems Engineering Conference (SOSE)2022 / p. 324-331 https://doi.org/10.1109/SOSE55472.2022.9812642

Cyber incident management in low-income countriesHountomey, Jean-Robert; Bahsi, Hayretdin; Tatar, Unal; Hashem, Sherif; Dubois, Elisabeth2022 https://cybilportal.org/wp-content/uploads/2022/01/CSIRTs-In-Low-Income-Countries-Final-Report-part-1-v16.pdf https://thegfce.org/working-groups/working-group-b/

Cyber incident management in low-income countriesHountomey, Jean-Robert; Bahsi, Hayretdin; Tatar, Unal; Hashem, Sherif; Dubois, Elisabeth2022 https://cybilportal.org/wp-content/uploads/2022/01/CSIRTs-In-Low-Income-Countries-Final-Report-part-2-v16.pdf https://thegfce.org/working-groups/working-group-b/

The cyber-insurance market in NorwayBahsi, Hayretdin; Franke, Ulrik; Langfeldt Friberg, EvenInformation and computer security2020 / p. 54−67 https://doi.org/10.1108/ICS-01-2019-0012 Journal metrics at Scopud Article at Scopus Journal metrics at WOS Article at WOS

Cybersecurity knowledge requirements for strategic level decision makersGarcia-Granados, F.; Bahsi, HayretdinProceedings of the 15th International Conference on Cyber Warfare and Security (ICCWS) : Old Dominion University (ODU), Norfolk, Virginia, USA, 12-13 March 20202020 / p. 559-568 https://doi.org/

Deep learning-based detection of cyberattacks in software-defined networksMirsadeghi, Seyed Mohammad Hadi; Bahsi, Hayretdin; Inbouli, WissemDigital forensics and cyber crime : 13th EAI international conference, ICDF2C 2022, Boston, MA, November 16-18, 2022 : proceedings2023 / p. 341-354 https://doi.org/10.1007/978-3-031-36574-4_20

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

Digital forensic analysis of mobile automotive maintenance applicationsSumaila, Faisal; Bahsi, HayretdinForensic Science International : Digital Investigation2022 / art. 301440 https://doi.org/10.1016/j.fsidi.2022.301440 Journal metrics at Scopus Article at Scopus Journal metrics at WOS Article at WOS

Dimensionality reduction for machine learning based IoT botnet detectionBahsi, Hayretdin; Nõmm, Sven15th International Conference on Control, Automation, Robotics and Vision (ICARCV 2018) : Singapore, November 18-21, 20182018 / p. 1857-1862 : ill https://doi.org/10.1109/ICARCV.2018.8581205

Elutähtsate teenuste ristsõltuvuse analüüsLaud, Peeter; Bahsi, Hayretdin; Lenin, Aleksandr; Mändmaa, Kalev; Priisalu, Jaan; Tuuling, ReedikSõjateadlane2020 / lk. 207-237 https://www.ester.ee/record=b4555087*est

Expert knowledge elicitation for skill level categorization of attack pathsMezešova, Terezia; Bahsi, Hayretdin2019 International Conference on Cyber Security and Protection of Digital Services (Cyber Security)2019 / 8 p. : tab https://doi.org/10.1109/CyberSecPODS.2019.8885192

Expert knowledge elicitation for skill level categorization of attack pathsMezešova, Terezia; Bahsi, HayretdinCyber science 2018 : conference programme2018 / p. 29 https://www.c-mric.com/wp-content/uploads/2018/04/20180611-Cyber-Science-2018-Event-Brochure-DRAFT-v0.6.pdf

Forensics analysis of an on-line game over Steam PlatformTabuyo-Benito, Raquel; Bahsi, Hayretdin; Peris-Lopez, PedroDigital Forensics and Cyber Crime : 10th International EAI Conference, ICDF2C 2018, New Orleans, LA, USA, September 10–12, 2018, Proceedings2019 / p. 106-127 https://doi.org/10.1007/978-3-030-05487-8_6 Conference proceeding at Scopus Article at Scopus

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

Impact assessment of cyber actions on missions or business processes : a systematic literature reviewBahsi, Hayretdin; Udokwu, Chibuzor; Tatar, Unal; Norta, AlexanderProceedings of the 13th International Conference on Cyber Warfare and Security, ICCWS 2018 : National Defence University, Washington DC, USA, 6-9 March 20182018 / p. 11-20 : ill http://toc.proceedings.com/38822webtoc.pdf

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

In-depth feature selection for the statistical machine learning-based botnet detection in IoT networksKalakoti, Rajesh; Nõmm, Sven; Bahsi, HayretdinIEEE Access2022 / p. 94518-94535 https://doi.org/10.1109/ACCESS.2022.3204001 Journal metrics at Scopus Article at Scopus Journal metrics at WOS Article at WOS

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 Journal metrics at Scopus Article at Scopus Journal metrics at WOS Article at WOS

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

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

A machine learning-based forensic tool for image classification - a design science approachDel Mar-Raave, Joanna Rose; Bahsi, Hayretdin; Mrsic, Leo; Hausknecht, KresimirForensic Science International : Digital Investigation2021 / art. 301265, 13 p https://doi.org/10.1016/j.fsidi.2021.301265 Journal metrics at Scopus Article at Scopus Journal metrics at WOS Article at WOS

Mapping the information flows for the architecture of a nationwide situation awareness system : (Poster)Bahsi, Hayretdin; Dieves, Veiko; Kangilaski, Taivo; Laud, Peeter; Mõtus, Leo; Murumets, Jaan; Ploom, Illimar; Priisalu, Jaan; Seeba, Mari; Täks, Ermo; Tammel, Kaide; Tammpuu, Piia; Taveter, Kuldar; Trumm, Avo; Truusa, Tiia-Triin; Vihalemm, TriinProceedings 2019 IEEE International Conference on Cognitive and Computational Aspects of Situation Management (CogSIMA) : Las Vegas, NV, USA, 8-11 April 20192019 / p. 152–157 https://doi.org/10.1109/COGSIMA.2019.8724167

Maritime cyber-insurance : The Norwegian case : [abstract]Franke, Ulrik; Langfeldt Friberg, Even; Bahsi, HayretdinInternational Journal of Critical Infrastructures2022 / 1 p https://doi.org/10.1504/IJCIS.2022.10046729 https://doi.org/10.1504/IJCIS.2022.10046164

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

Model-based analysis of secure and patient-dependent pacemaker monitoring systemTsiopoulos, Leonidas; Kuusik, Alar; Vain, Jüri; Bahsi, HayretdinBody Area Networks. Smart IoT and Big Data for Intelligent Health : 15th EAI International Conference, BODYNETS 2020, Tallinn, Estonia, October 21, 2020 : proceedings2020 / p. 77-91 https://doi.org/10.1007/978-3-030-64991-3_6 Journal metrics at scopus Article at Scopus

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

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 Journal metrics at Scopus Article at Scopus Journal metrics at WOS Article at WOS

An ontology engineering case study for advanced digital forensic analysisChikul, Pavel; Bahsi, Hayretdin; Maennel, Olaf ManuelModel and Data Engineering : 10th International Conference, MEDI 2021, Tallinn, Estonia, June 21–23, 2021 : proceedings2021 / p. 67–74 https://doi.org/10.1007/978-3-030-78428-7_6 Conference Proceedings at Scopus Article at Scopus

Preliminary analysis of cyberterrorism threats to internet of things (IoT) applicationsBalogun, Mobolarinwa; Bahsi, Hayretdin; Karabacak, BilgeTerrorists' use of the Internet2017 / p. 49-58 http://doi.org/10.3233/978-1-61499-765-8-49

Preliminary analysis of cyberterrorism threats to internet of things (IoT) applications [Online resource]Bahsi, HayretdinAdvanced Research Workshop supported by the NATO Science for Peace and Security Programme, Terrorists’ Use of the Internet : assessment and response2016 / p. 8 http://www.cyberterrorism-project.org/wp-content/uploads/2016/11/Terrorists%E2%80%99-Use-of-the-Internet-Assessment-and-Response.pdf

The invisible front : a cyber resilience perspectiveBahsi, HayretdinThe geopolitics of power grids : political and security aspects of Baltic electricity synchronization : March 20182018 / p. 53–68 : ill https://www.ester.ee/record=b5053315*est

Threat modeling of cyber-physical systems - a case study of a microgrid systemKhalil, Shaymaa Mamdouh; Bahsi, Hayretdin; Dola, Henry Ochieng; Korõtko, Tarmo; McLaughlin, Kieran; Kotkas, VahurComputers & Security2023 / art. 102950, 16 p. : ill https://doi.org/10.1016/j.cose.2022.102950

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

Unsupervised anomaly based botnet detection in IoT networksNõmm, Sven; Bahsi, Hayretdin17th IEEE International Conference on Machine Learning and Applications : ICMLA 2018, 17–20 December 2018, Orlando, Florida, USA : proceedings2018 / p. 1048-1053 https://doi.org/10.1109/ICMLA.2018.00171

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 Conference proceedings at Scopus Article at Scopus Article at WOS