Items where Author is "Popoola, Segun I"

Article

Popoola, Segun I ORCID: https://orcid.org/0000-0002-3941-5903, Tsado, Yakubu ORCID: https://orcid.org/0000-0002-4442-2200, Ogunjinmi, Abimbola A, Sanchez-Velazquez, Erika, Peng, Yonghong and Rawat, Danda B ORCID: https://orcid.org/0000-0003-3638-3464 (2025) Multi-Stage Deep Learning for Intrusion Detection in Industrial Internet of Things. IEEE Access, 13. pp. 60532-60555.

Popoola, Segun I ORCID: https://orcid.org/0000-0002-3941-5903, Imoize, Agbotiname L, Hammoudeh, Mohammad ORCID: https://orcid.org/0000-0002-9735-2365, Adebisi, Bamidele ORCID: https://orcid.org/0000-0001-9071-9120, Jogunola, Olamide ORCID: https://orcid.org/0000-0002-2701-9524 and Aibinu, Abiodun M (2024) Federated deep learning for intrusion detection in Consumer-Centric Internet of Things. IEEE Transactions on Consumer Electronics, 70 (1). pp. 1610-1622. ISSN 0098-3063

Ajiboye, Ayooluwa A, Popoola, Segun I, Adewuyi, Oludamilare Bode, Atayero, Aderemi A and Adebisi, Bamidele ORCID: https://orcid.org/0000-0001-9071-9120 (2022) Data-driven optimal planning for hybrid renewable energy system management in smart campus: a case study. Sustainable Energy Technologies and Assessments, 52 (B). p. 102189. ISSN 2213-1388

Jogunola, Olamide ORCID: https://orcid.org/0000-0002-2701-9524, Adebisi, Bamidele ORCID: https://orcid.org/0000-0001-9071-9120, Hoang, Khoa Van, Tsado, Yakubu, Popoola, Segun I, Hammoudeh, Mohammad ORCID: https://orcid.org/0000-0003-1058-0996 and Nawaz, Raheel ORCID: https://orcid.org/0000-0001-9588-0052 (2022) CBLSTM-AE: A Hybrid Deep Learning Framework for Predicting Energy Consumption. Energies, 15 (3). p. 810.

Popoola, Segun I, Adebisi, Bamidele ORCID: https://orcid.org/0000-0001-9071-9120, Hammoudeh, Mohammad ORCID: https://orcid.org/0000-0002-9735-2365, Gacanin, Haris and Gui, Guan (2021) Stacked recurrent neural network for botnet detection in smart homes. Computers and Electrical Engineering, 92. p. 107039. ISSN 0045-7906

Popoola, Segun I, Adebisi, Bamidele ORCID: https://orcid.org/0000-0001-9071-9120, Ande, Ruth, Hammoudeh, Mohammad ORCID: https://orcid.org/0000-0002-9735-2365, Anoh, Kelvin and Atayero, Aderemi A (2021) SMOTE-DRNN: a deep learning algorithm for botnet detection in the internet-of-things networks. Sensors, 21 (9). p. 2985. ISSN 1424-8220

Jogunola, Olamide ORCID: https://orcid.org/0000-0002-2701-9524, Adebisi, Bamidele, Ikpehai, Augustine, Popoola, Segun I, Gui, Guan, Gacanin, Haris and Ci, Song (2021) Consensus Algorithms and Deep Reinforcement Learning in Energy Market: a review. IEEE Internet of Things Journal, 8 (6). pp. 4211-4227.

Popoola, Segun I, Adebisi, Bamidele, Hammoudeh, Mohammad ORCID: https://orcid.org/0000-0003-1058-0996, Gui, Guan and Gacanin, Haris (2021) Hybrid Deep Learning for Botnet Attack Detection in the Internet of Things Networks. IEEE Internet of Things Journal, 8 (6). pp. 4944-4956. ISSN 2327-4662

Conference or Workshop Item

Popoola, Segun I, Gui, Guan, Adebisi, Bamidele ORCID: https://orcid.org/0000-0001-9071-9120, Hammoudeh, Mohammad ORCID: https://orcid.org/0000-0002-9735-2365 and Gacanin, Haris (2021) Federated Deep Learning for collaborative intrusion detection in heterogeneous networks. In: 2021 IEEE 94th Vehicular Technology Conference (VTC2021-Fall), 27 September 2021 - 30 September 2021, Norman, OK, USA.

Thesis

Popoola, Segun I (2022) Federated deep learning for botnet attack detection in IoT networks. Doctoral thesis (PhD), Manchester Metropolitan University.