| Splitfed: When federated learning meets split learning C Thapa, MAP Chamikara, S Camtepe, L Sun Association for the Advancement of Artificial Intelligence (AAAI) 2022, 2022 | 681 | 2022 |
| Precision health data: Requirements, challenges and existing techniques for data security and privacy C Thapa, S Camtepe Computers in biology and medicine 129, 104130, 2021 | 326 | 2021 |
| End-to-End Evaluation of Federated Learning and Split Learning for Internet of Things Y Gao, M Kim, S Abuadbba, Y Kim, C Thapa, K Kim, SA Camtepe, H Kim, ... The 39th International Symposium on Reliable Distributed Systems (SRDS), 2020 | 248 | 2020 |
| Can We Use Split Learning on 1D CNN Models for Privacy Preserving Training? S Abuadbba, K Kim, M Kim, C Thapa, SA Camtepe, Y Gao, H Kim, ... The 15th ACM ASIA Conference on Computer and Communications Security (AsiaCCS), 2020 | 143 | 2020 |
| Advancements of federated learning towards privacy preservations: from federated learning to split learning C Thapa, MAP Chamikara, S Camtepe Book series: Studies in Computational Intelligence, Book title: Federated …, 2020 | 133* | 2020 |
| Transformer-based language models for software vulnerability detection C Thapa, SI Jang, ME Ahmed, S Camtepe, J Pieprzyk, S Nepal Proceedings of the 38th Annual Computer Security Applications Conference …, 2022 | 132 | 2022 |
| Evaluation and Optimization of Distributed Machine Learning Techniques for Internet of Things Y Gao, M Kim, C Thapa, S Abuadbba, Z Zhang, SA Camtepe, H Kim, ... IEEE Transactions on Computers, 2022 | 72 | 2022 |
| Graph Lifelong Learning: A Survey FG Febrinanto, F Xia, K Moore, C Thapa, C Aggarwal IEEE Computational Intelligence Magazine, 2022 | 70 | 2022 |
| Towards a security enhanced virtualised network infrastructure for internet of medical things (IoMT) KK Karmakar, V Varadharajan, U Tupakula, S Nepal, C Thapa 2020 6th IEEE conference on network softwarization (NetSoft), 257-261, 2020 | 46 | 2020 |
| Interlinked cycles for index coding: Generalizing cycles and cliques C Thapa, L Ong, SJ Johnson IEEE Transactions on Information Theory 63 (6), 3692-3711, 2017 | 42 | 2017 |
| COMPARATIVE EVALUATION OF FRACTIONAL FREQUENCY REUSE (FFR) AND TRADITIONAL FREQUENCY REUSE IN 3GPP-LTE DOWNLINK C Thapa, C Chandrasekhar International Journal of Mobile Network Communications & Telematics (IJMNCT …, 2012 | 42 | 2012 |
| Enabling All In-Edge Deep Learning: A Literature Review P Joshi, M Hasanuzzaman, C Thapa, H Afli, T Scully IEEE Access, 2023 | 37 | 2023 |
| Splitfed learning without client-side synchronization: Analyzing client-side split network portion size to overall performance P Joshi, C Thapa, S Camtepe, M Hasanuzzamana, T Scully, H Afli Collaborative European Research Conference (CERC 2021), 2021 | 27 | 2021 |
| FedDICE: A ransomware spread detection in a distributed integrated clinical environment using federated learning and SDN based mitigation C Thapa, KK Karmakar, AH Celdran, S Camtepe, V Varadharajan, ... EAI QSHINE 2021 - 17th EAI International Conference on Heterogeneous …, 2021 | 26 | 2021 |
| Evaluation of Federated Learning in Phishing Email Detection C Thapa, JW Tang, A Abuadbba, Y Gao, S Camtepe, S Nepal, ... Sensors 23 (4346), 2023 | 24* | 2023 |
| Performance and Information Leakage in Splitfed Learning and Multi-Head Split Learning in Healthcare Data and Beyond P Joshi, C Thapa, S Camtepe, M Hasanuzzaman, T Scully, H Afli Methods and Protocols 5 (4), 60, 2022 | 20 | 2022 |
| Graph-theoretic approaches to two-sender index coding C Thapa, L Ong, SJ Johnson 2016 IEEE Globecom Workshops (GC Wkshps), 1-6, 2016 | 20 | 2016 |
| Bushfire risk detection using Internet of Things: An application scenario MR Nosouhi, K Sood, N Kumar, T Wevill, C Thapa IEEE Internet of Things Journal 9 (7), 5266-5274, 2021 | 18 | 2021 |
| Generalized interlinked cycle cover for index coding C Thapa, L Ong, SJ Johnson 2015 IEEE Information Theory Workshop-Fall (ITW), 4-8, 2015 | 15 | 2015 |
| Vertical Federated Learning: Taxonomies, Threats, and Prospects Q Li, C Thapa, L Ong, Y Zheng, H Ma, SA Camtepe, A Fu, Y Gao https://arxiv.org/pdf/2302.01550.pdf, 2023 | 12 | 2023 |
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