Scalable Hybrid Online Machine Learning for Real-Time Intrusion Detection in Electric Vehicle Charging Systems.

Bernardi Pranggono https://orcid.org/0000-0002-2992-697X https://www.wikidata.org/entity/Q97412412

Josiah Kipruto Bernardi Pranggono Raj Mani Shukla Scalable Hybrid Online Machine Learning for Real-Time Intrusion Detection in Electric Vehicle Charging Systems. 2026 12707-12716 14 IEEE Access https://doi.org/10.1109/ACCESS.2026.3656666 db/journals/access/access14.html#KiprutoPS26 streams/journals/access

Arif Rahman Hakim Kalamullah Ramli Muhammad Salman Bernardi Pranggono Esti Rahmawati Agustina ARKAIV: Predicting Data Exfiltration Using Supervised Machine Learning Based on Tactics Mapping From Threat Reports and Event Logs. 28381-28397 2025 13 IEEE Access https://doi.org/10.1109/ACCESS.2024.3524502 db/journals/access/access13.html#HakimRSPA25 streams/journals/access

Soegianto Soelistiono Herri Trilaksana Yhosep Gita Yhun Yhuwana Ersyzario Edo Yunata Angga Dito Fauzi Harsasi Setyawati Mohd Kamarulzaki Mustafa Bernardi Pranggono Comparative Energy Analysis of Static and Automated Switching Configurations in Lead-Acid Battery Systems. 204592-204605 2025 13 IEEE Access https://doi.org/10.1109/ACCESS.2025.3639303 db/journals/access/access13.html#SoelistionoTYYFSMP25 streams/journals/access

Babatunde Olanrewaju-George Bernardi Pranggono Federated learning-based intrusion detection system for the internet of things using unsupervised and supervised deep learning models. 100068 2025 3 Cyber Secur. Appl. https://doi.org/10.1016/j.csa.2024.100068 db/journals/cybersecapplications/cybersecapplications3.html#OlanrewajuGeorgeP25 streams/journals/cybersecapplications

Tomisin Awosika Raj Mani Shukla Bernardi Pranggono Transparency and Privacy: The Role of Explainable AI and Federated Learning in Financial Fraud Detection. 64551-64560 2024 12 IEEE Access https://doi.org/10.1109/ACCESS.2024.3394528 db/journals/access/access12.html#AwosikaSP24

Nihala Basheer Bernardi Pranggono Shareeful Islam Spyridon Papastergiou Haralambos Mouratidis Enhancing Malware Detection Through Machine Learning Using XAI with SHAP Framework. 316-329 2024 AIAI (1) https://doi.org/10.1007/978-3-031-63211-2_24 conf/ifip12/2024aiai1 db/conf/ifip12/aiai2024-1.html#BasheerPIPM24

Susila Windarta Suryadi Suryadi Kalamullah Ramli Andriani Adi Lestari Wildan Wildan Bernardi Pranggono Rini Wisnu Wardhani Two New Lightweight Cryptographic Hash Functions Based on Saturnin and Beetle for the Internet of Things. 84074-84090 2023 11 IEEE Access https://doi.org/10.1109/ACCESS.2023.3301128 db/journals/access/access11.html#WindartaSRLWPW23

Surahyo Sumarsono Intan Sulistyaningrum Sakkinah Adhistya Erna Permanasari Bernardi Pranggono Development of a mobile health infrastructure for non-communicable diseases using design science research method: a case study. 12563-12574 2023 14 J. Ambient Intell. Humaniz. Comput. 9 https://doi.org/10.1007/s12652-022-04322-w https://www.wikidata.org/entity/Q125863053 db/journals/jaihc/jaihc14.html#SumarsonoSPP23

Alan Reji Bernardi Pranggono Jims Marchang Alex Shenfield Anomaly Detection for the Internet-of-Medical-Things. 1944-1949 2023 ICC Workshops https://doi.org/10.1109/ICCWorkshops57953.2023.10283523 conf/icc/2023w db/conf/icc/icc2023w.html#RejiPMS23

Tomisin Awosika Raj Mani Shukla Bernardi Pranggono Transparency and Privacy: The Role of Explainable AI and Federated Learning in Financial Fraud Detection. 2023 abs/2312.13334 CoRR https://doi.org/10.48550/arXiv.2312.13334 db/journals/corr/corr2312.html#abs-2312-13334

Susila Windarta Suryadi Kalamullah Ramli Bernardi Pranggono Teddy Surya Gunawan Lightweight Cryptographic Hash Functions: Design Trends, Comparative Study, and Future Directions. 82272-82294 2022 10 IEEE Access https://doi.org/10.1109/ACCESS.2022.3195572 https://www.wikidata.org/entity/Q114847241 db/journals/access/access10.html#WindartaSRPG22

Nur Hayati Susila Windarta Muhammad Suryanegara Bernardi Pranggono Kalamullah Ramli A Novel Session Key Update Scheme for LoRaWAN. 89696-89713 2022 10 IEEE Access https://doi.org/10.1109/ACCESS.2022.3200397 db/journals/access/access10.html#HayatiWSPR22

Eisley Dizon Bernardi Pranggono Smart streetlights in Smart City: a case study of Sheffield. 2045-2060 2022 13 J. Ambient Intell. Humaniz. Comput. 4 https://doi.org/10.1007/s12652-021-02970-y db/journals/jaihc/jaihc13.html#DizonP22

Dabiah Ahmed Alboaneen Hugo Tianfield Yan Zhang 0047 Bernardi Pranggono A metaheuristic method for joint task scheduling and virtual machine placement in cloud data centers. 201-212 2021 115 Future Gener. Comput. Syst. https://doi.org/10.1016/j.future.2020.08.036 db/journals/fgcs/fgcs115.html#AlboaneenTZP21

Bernardi Pranggono Abdullahi Arabo COVID-19 pandemic cybersecurity issues. 2021 4 Internet Technol. Lett. 2 https://doi.org/10.1002/itl2.247 db/journals/itl/itl4.html#PranggonoA21

Olusogo Popoola Bernardi Pranggono On energy consumption of switch-centric data center networks. 334-369 2018 74 J. Supercomput. 1 https://doi.org/10.1007/s11227-017-2132-5 db/journals/tjs/tjs74.html#PopoolaP18

Michael Annor-Asante Bernardi Pranggono Development of Smart Grid Testbed with Low-Cost Hardware and Software for Cybersecurity Research and Education. 1357-1377 2018 101 Wirel. Pers. Commun. 3 https://doi.org/10.1007/s11277-018-5766-6 db/journals/wpc/wpc101.html#Annor-AsanteP18

Atiku Abubakar Bernardi Pranggono Machine learning based intrusion detection system for software defined networks. 138-143 2017 EST https://doi.org/10.1109/EST.2017.8090413 conf/est/2017 db/conf/est/est2017.html#AbubakarP17

Satin Asri Bernardi Pranggono Impact of Distributed Denial-of-Service Attack on Advanced Metering Infrastructure. 2211-2223 2015 83 Wirel. Pers. Commun. 3 https://doi.org/10.1007/s11277-015-2510-3 db/journals/wpc/wpc83.html#AsriP15

Dabiah Ahmed Alboaneen Bernardi Pranggono Huaglory Tianfield Energy-Aware Virtual Machine Consolidation for Cloud Data Centers. 1010-1015 2014 UCC https://doi.org/10.1109/UCC.2014.166 https://doi.ieeecomputersociety.org/10.1109/UCC.2014.166 http://dl.acm.org/citation.cfm?id=2760134 conf/ucc/2014 db/conf/ucc/ucc2014.html#AlboaneenPT14 Abdullahi Arabo Bernardi Pranggono Mobile Malware and Smart Device Security: Trends, Challenges and Solutions. 526-531 2013 CSCS https://doi.org/10.1109/CSCS.2013.27 conf/cscs/2013 db/conf/cscs/cscs2013.html#AraboP13

Hsi-Hsir Chou Bernardi Pranggono Tim D. Wilkinson Fan Zhang William A. Crossland Jaafar M. H. Elmirghani Free-Space Optoelectronic Switching Cores With MPLS for SANs Over WDM Ring Networks. 533-545 2012 4 JOCN 7 https://doi.org/10.1364/jocn.4.000533 db/journals/jocnet/jocnet4.html#ChouPWZCE12

Bernardi Pranggono Integrated Storage Area Networks (INSTANT). 2009 University of Leeds, UK https://ethos.bl.uk/OrderDetails.do?uin=uk.bl.ethos.505077 British Library, EThOS Bernardi Pranggono Rashid Mehmood Jaafar M. H. Elmirghani Performance Evaluation of a Metro WDM Multi-channel Ring Network with Variable-length Packets. 2394-2399 2007 ICC https://doi.org/10.1109/ICC.2007.402 conf/icc/2007 db/conf/icc/icc2007.html#PranggonoME07 Taisir E. H. El-Gorashi Bernardi Pranggono Jaafar M. H. Elmirghani WDM Metropolitan Sectioned Ring for Storage Area Networks Extension with Symmetrical and Asymmetrical Traffic. 2669-2674 2006 ICC https://doi.org/10.1109/ICC.2006.255182 conf/icc/2006 db/conf/icc/icc2006.html#El-GorashiPE06 Bin Chen Bernardi Pranggono Jaafar M. H. Elmirghani A Metro WDM Multi-ring Network with Variable Packet Size. 2835-2840 2006 ICC https://doi.org/10.1109/ICC.2006.255210 conf/icc/2006 db/conf/icc/icc2006.html#ChenPE06 Atiku Abubakar Esti Rahmawati Agustina Dabiah Ahmed Alboaneen Michael Annor-Asante Abdullahi Arabo Satin Asri Tomisin Awosika Nihala Basheer Bin Chen Hsi-Hsir Chou William A. Crossland Eisley Dizon Taisir E. H. El-Gorashi Jaafar Mohamed Hashim ElmirghaniJaafar M. H. Elmirghani Angga Dito Fauzi Teddy Surya Gunawan Arif Rahman Hakim Nur Hayati Shareeful Islam Josiah Kipruto Andriani Adi Lestari Jims Marchang Rashid Mehmood Haralambos Mouratidis Mohd Kamarulzaki Mustafa Babatunde Olanrewaju-George Spyridon Papastergiou Adhistya Erna Permanasari Olusogo Popoola Kalamullah Ramli Alan Reji Intan Sulistyaningrum Sakkinah Muhammad Salman Harsasi Setyawati Alex Shenfield Raj Mani Shukla Soegianto Soelistiono Surahyo Sumarsono Suryadi Suryadi Suryadi Muhammad Suryanegara Huaglory TianfieldHugo Tianfield Herri Trilaksana Rini Wisnu Wardhani Wildan Wildan Tim D. Wilkinson Susila Windarta Yhosep Gita Yhun Yhuwana Ersyzario Edo Yunata Fan Zhang Yan Zhang 0047