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51

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Enhancing IoT botnet attack detection in SOCs with an explainable active learning frameworkKalakoti, Rajesh; Nõmm, Sven; Bahsi, Hayretdin2024 IEEE World AI IoT Congress (AIIoT)2024 / p. 265 - 272 https://doi.org/10.1109/AIIoT61789.2024.10578957 Article at Scopus Article at WOS

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

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journal article

Ettevõtted saavad tooteid ja teenuseid testida TalTechi asjade interneti ja 5G platvormilMente et Manu2020 / lk. 11 https://dea.digar.ee/cgi-bin/dea?a=is&oid=AKmenteetmanu202011&type=staticpdf

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Evaluating RuleCore as event processing network modelAstrova, Irina; Koschel, Arne; Kobert, SebastianProceedings of the 15th International Conference on Web Information Systems and Technologies, WEBIST 2019, Vienna, Austria, September 18-20, 2019. Vol. 12019 / p. 297–300 : ill https://doi.org/10.5220/0008192302970300

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Evaluation of low power wide area network technologies for smart urban drainage systemsMalik, Hassan; Kändler, Nils; Alam, Muhammad Mahtab; Annus, Ivar; Le Moullec, Yannick; Kuusik, Alar2018 IEEE : International Conference on Environmental Engineering, March 12-14, 2018 Milan Italy : conference proceedings2018 / 5 p. : ill https://doi.org/10.1109/EE1.2018.8385262

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55

dissertation

Explainable artificial intelligence-based intrusion detection systems = Selgitaval tehisintellektil baseeruvad ründetuvastussüsteemidKalakoti, Rajesh2025 https://www.ester.ee/record=b5769273*est https://doi.org/10.23658/taltech.82/2025 https://digikogu.taltech.ee/et/Item/38fc238a-36e3-456c-9302-d0e702e9fc5a

dissertation

Related publications 11

56

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Explainable federated learning for Botnet Detection in IoT networksKalakoti, Rajesh; Bahsi, Hayretdin; Nõmm, SvenProceedings of the 2024 IEEE International Conference on Cyber Security and Resilience (CSR), September 2-4, 2024, London, UK2024 / p. 22-29 https://doi.org/10.1109/CSR61664.2024.10679348 Article at Scopus Article at WOS

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Related publications 1

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

57

book article

Explainable transformer-based intrusion detection in Internet of Medical Things (IoMT) networksKalakoti, Rajesh; Nõmm, Sven; Bahsi, Hayretdin2024 International Conference on Machine Learning and Applications, ICMLA 2024, Miami, Florida, 18-20 December 2024 : proceedings2024 / p. 1164-1169 : ill https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=10903225 https://doi.org/10.1109/ICMLA61862.2024.00179 Article at Scopus Article at WOS

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Related publications 1

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

58

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Exploring the Impact of Feature Selection on Non-Stationary Intrusion Detection Models in IoT NetworksRehman, Muaan Ur; Bahsi, Hayretdin; Kalakoti, Rajesh2025 22nd Annual International Conference on Privacy, Security, and Trust (PST) : Fredericton, NB, Canada, 2025 : conference proceedings2025 / 10 p https://doi.org//10.1109/PST65910.2025.11268886

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Related publications 1

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

59

journal article

Federated Learning of Explainable AI(FedXAI) for deep learning-based intrusion detection in IoT networksKalakoti, Rajesh; Nõmm, Sven; Bahsi, HayretdinComputer networks2025 / art. 111479, 23 p. : ill https://doi.org/10.1016/j.comnet.2025.111479

journal article

Related publications 1

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

60

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FOMCONpy: Fractional-order modelling and control library for pythonOnyedi, Tobechukwu; Tepljakov, Aleksei; Petlenkov, Eduard2020 43rd International Conference on Telecommunications and Signal Processing : TSP 2020, Milan, Italy, July 7-9, 20202020 / p. 239-245 http://doi.org/10.1109/TSP49548.2020.9163581

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journal article EST / journal article ENG

Formal methods based security for cloud-based manufacturing cyber physical systemMuniasamy, Kandasamy; Srinivasan, Seshadhri; Vain, Jüri; Sethumadhavan, M.IFAC-PapersOnLine2019 / p. 1198-1203 https://doi.org/10.1016/j.ifacol.2019.11.361 Conference proceedings at Scopus Article at Scopus Article at WOS

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62

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From private to public governance : The case for reconfiguring energy systems as a commonsGiotitsas, Christos; Nardelli, Pedro H.J.; Kostakis, Vasileios; Narayanan, ArunEnergy research & social science2020 / art. 101737 ; 7 p https://doi.org/10.1016/j.erss.2020.101737 Journal metrics at Scopus Article at Scopus Journal metrics at WOS Article at WOS

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63

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Going digital, staying secure : cyber ERM activities in a post-pandemic setupCarlo, Antonio; Casamassima, FrancescaIAC 2022 congress proceedings2022 / art. 70417 https://iafastro.directory/iac/paper/id/70417/summary/ Conference proceedings at Scopus Article at Scopus

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64

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Grey wolf optimizer-based task scheduling for IoT-based applications in the edge computingSatouf, Aram; Hamidoglu, Ali; Gul, Omer Melih; Kuusik, Alar2023 Eighth International Conference on Fog and Mobile Edge Computing (FMEC)2023 / p. 53-57 https://doi.org/10.1109/FMEC59375.2023.10306148

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Guest editorial: Smart cities 2.0 : how artificial intelligence and internet of things are transforming urban livingChai, Zheng-Yi; Shah, Syed Attique; Draheim, Dirk; Hameed, Sufian; Rathore, Muhammad Mazhar UllahIET Smart Cities2024 / p. 129-131 https://doi.org/10.1049/smc2.12091 Journal metrics at Scopus Article at Scopus Journal metrics at WOS Article at WOS

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66

journal article

Hans Michael Krause asjade internetist : inimene on tööstuses ikka kõige tähtsamEinama, KaidoMente et Manu2017 / lk. 44-47 http://www.ester.ee/record=b1242496*est https://artiklid.elnet.ee/record=b2830878*est

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67

newspaper article

Hruštšovkast smartovkaks ja digikaksikud, ehk kuidas teha linn targemaks? [Võrguväljaanne]Merivoo-Parro, Maarjanovaator.err.ee2021 "Hruštšovkast smartovkaks ja digikaksikud, ehk kuidas teha linn targemaks?"

newspaper article

68

book article

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

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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

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book article

Implementation and benchmarking of a novel routing protocol for tactical mobile ad-hoc networksBen Arbia, Dhafer; Alam, Muhammad Mahtab; Kadri, Abdullah; Attia, Rabah; Ben Hamida, Elyes2016 IEEE 12th International Conference on Wireless and Mobile Computing, Networking and Communications (WiMob) : 17-19 October 2016, New York, NY, USA2016 / p. 118-125 : ill https://doi.org/10.1109/WiMOB.2016.7763188

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book article

Improved load planning of roro vessels by adopting blockchain and internet-of-thingsHenesey, Lawrence; Lizneva, Yulia; Philipp, Robert; Meyer, Christopher; Gerlitz, LaimaProceedings of the 22nd International Conference on Harbor, Maritime and Multimodal Logistic Modeling & Simulation (HMS 2020) : Online, September 16-18, 20202020 / p. 58-65 https://doi.org/10.46354/i3m.2020.hms.009

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journal article EST / journal article ENG

Improving IoT security with explainable AI : quantitative evaluation of explainability for IoT botnet detectionKalakoti, Rajesh; Bahsi, Hayretdin; Nõmm, SvenIEEE Internet of Things Journal2024 / p. 18237-18254 https://doi.org/10.1109/JIOT.2024.3360626 Journal metrics at Scopus Article at Scopus Journal metrics at WOS Article at WOS

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

72

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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

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Related publications 1

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

73

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Integrating smart energy management system with internet of things and cloud computing for efficient demand side management in smart gridsSaleem, M. Usman; Shakir, Mustafa; Usman, M. Rehan; Bajwa, M. Hamza Tahir; Shabbir, Noman; Shams Ghahfarokhi, Payam; Daniel, KamranEnergies2023 / art. 4835 : ill https://doi.org/10.3390/en16124835 Journal metrics at Scopus Article at Scopus Journal metrics at WOS Article at WOS

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74

book article

Inter-cell interference reduction scheme for uplink transmission in NB-IoT SystemsMwakwata, Collins Burton; Elgarhy, Osama Mohamed Mostafa; Le Moullec, Yannick; Alam, Muhammad Mahtab; Pärand, Sven; Annus, IvarIWCMC 2021 Wireless Sensors & IoT: 2021 International Wireless Communications and Mobile Computing (IWCMC), Harbin, China, June 28 - July 2, 20212021 / p. 400-405 https://doi.org/10.1109/IWCMC51323.2021.9498970

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Related publications 1

Scheduling in radio resource management for massive machine-type communications = Raadioressursside planeerimine massiivse masin-masin tüüpi kommunikatsiooni korral

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An international hands-on IoT education platform towards Industry 5.0Sell, Raivo; Czekalski, Piotr; Tokarz, Krzysztof; Kuaban, Godlove Suila; Nikitenko, Agris; Berkolds, Karlis; Lipka, LukaszProceedings of the Estonian Academy of Sciences2025 / p. 198–204 https://doi.org/10.3176/proc.2025.2.21

journal article

asjade internet (subject term)

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keyword 36

subject term 3