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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

book article

Related publications 1

Machine learning-based detection and characterization of evolving threats in mobile and IoT Systems = Masinõppepõhine arenevate ohtude tuvastamine ning kirjeldamine mobiilseadmete ja värkvõrkude jaoks

52

book article EST / book article ENG

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

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53

journal article EST / journal article ENG

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

journal article EST / journal article ENG

Related publications 1

Machine learning-based detection and characterization of evolving threats in mobile and IoT Systems = Masinõppepõhine arenevate ohtude tuvastamine ning kirjeldamine mobiilseadmete ja värkvõrkude jaoks

54

book article

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

book article

Related publications 1

Machine learning-based detection and characterization of evolving threats in mobile and IoT Systems = Masinõppepõhine arenevate ohtude tuvastamine ning kirjeldamine mobiilseadmete ja värkvõrkude jaoks

55

journal article EST / journal article ENG

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

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Related publications 1

Machine learning-based detection and characterization of evolving threats in mobile and IoT Systems = Masinõppepõhine arenevate ohtude tuvastamine ning kirjeldamine mobiilseadmete ja värkvõrkude jaoks

56

book article EST / book article ENG

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

book article EST / book article ENG

57

book article

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

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58

book article

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

book article

59

journal article EST / journal article ENG

Process-aware security monitoring in industrial control systems: A systematic review and future directionsRehman, Muaan Ur; Bahsi, HayretdinInternational journal of critical infrastructure protection2024 / art. 100719, 19 p. : ill https://doi.org/10.1016/j.ijcip.2024.100719 Journal metrics at Scopus Article at Scopus Journal metrics at WOS Article at WOS

journal article EST / journal article ENG

60

journal article

Synthetic Data-Driven Explainability for Federated Learning-based Intrusion Detection SystemKalakoti, Rajesh; Bahsi, Hayretdin; Nõmm, SvenIEEE Internet of Things Journal2025 / 28 p. : ill https://doi.org//10.1109/JIOT.2025.3633946

journal article

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Explainable artificial intelligence-based intrusion detection systems = Selgitaval tehisintellektil baseeruvad ründetuvastussüsteemid

61

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A systematic literature review of cyber security monitoring in maritimeVaarandi, Risto; Tsiopoulos, Leonidas; Visky, Gabor; Rehman, Muaan Ur; Bahsi, HayretdinIEEE Access2025 / p. 85307-85329 https://doi.org/10.1109/ACCESS.2025.3567385

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Cybersecurity for maritime operational technology: challenges, considerations, and solutions = Merendustehnoloogia küberturvalisus: väljakutsed, kaalutlused ja lahendused

62

book article

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

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63

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

journal article EST / journal article ENG

64

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Threat modeling of industrial control systems: A systematic literature reviewKhalil, Shaymaa Mamdouh; Bahsi, Hayretdin; Korõtko, TarmoComputers and security2024 / art. 103543, 19 p. : ill https://doi.org/10.1016/j.cose.2023.103543 Journal metrics at Scopus Article at Scopus Journal metrics at WOS Article at WOS

journal article EST / journal article ENG

65

book article

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

book article

Related publications 1

Machine learning-based detection and characterization of evolving threats in mobile and IoT Systems = Masinõppepõhine arenevate ohtude tuvastamine ning kirjeldamine mobiilseadmete ja värkvõrkude jaoks

66

book article

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

book article

Related publications 1

Machine learning-based detection and characterization of evolving threats in mobile and IoT Systems = Masinõppepõhine arenevate ohtude tuvastamine ning kirjeldamine mobiilseadmete ja värkvõrkude jaoks

67

book article

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

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68

book article EST / book article ENG

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

book article EST / book article ENG

Related publications 1

Machine learning-based detection and characterization of evolving threats in mobile and IoT Systems = Masinõppepõhine arenevate ohtude tuvastamine ning kirjeldamine mobiilseadmete ja värkvõrkude jaoks

Bahsi, Hayretdin (author)

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