Splitfed: When federated learning meets split learning C Thapa, MAP Chamikara, S Camtepe, L Sun Association for the Advancement of Artificial Intelligence (AAAI), 2022 | 470 | 2022 |
Local Differential Privacy for Deep Learning MAP Chamikara, P Bertok, I Khalil, D Liu, S Camtepe IEEE Internet of Things Journal, 2019 | 244* | 2019 |
A trustworthy privacy preserving framework for machine learning in industrial IoT systems MAP Chamikara, P Bertok, I Khalil, D Liu, S Camtepe, M Atiquzzaman IEEE Transactions on Industrial Informatics 16 (9), 6092-6102, 2020 | 213* | 2020 |
Privacy Preserving Face Recognition Utilizing Differential Privacy MAP Chamikara, P Bertok, I Khalil, D Liu, S Camtepe Computers & Security 97, 101951, 2020 | 120 | 2020 |
Efficient privacy preservation of big data for accurate data mining MAP Chamikara, P Bertok, D Liu, S Camtepe, I Khalil Information Sciences 527, 420-443, 2020 | 116 | 2020 |
Privacy preserving distributed machine learning with federated learning MAP Chamikara, P Bertok, I Khalil, D Liu, S Camtepe Computer Communications 171, 112-125, 2021 | 108 | 2021 |
Advancements of federated learning towards privacy preservation: from federated learning to split learning C Thapa, MAP Chamikara, SA Camtepe Federated Learning Systems: Towards Next-Generation AI, 79-109, 2021 | 86* | 2021 |
Efficient data perturbation for privacy preserving and accurate data stream mining MAP Chamikara, P Bertók, D Liu, S Camtepe, I Khalil Pervasive and Mobile Computing 48, 1-19, 2018 | 74 | 2018 |
An efficient and scalable privacy preserving algorithm for big data and data streams MAP Chamikara, P Bertók, D Liu, S Camtepe, I Khalil Computers & Security 87, 101570, 2019 | 70 | 2019 |
Blockchain-of-blockchains: An interoperable blockchain platform for ensuring IoT data integrity in smart city MS Rahman, MAP Chamikara, I Khalil, A Bouras Journal of Industrial Information Integration, 100408, 2022 | 66 | 2022 |
A novel architecture for tamper proof electronic health record management system using blockchain wrapper MS Rahman, I Khalil, MAP Chamikara, A Bouras, X Yi Proceedings of the 2019 ACM International Symposium on Blockchain and Secure …, 2019 | 58 | 2019 |
Turyn type sequences of length 34 AACA Jayathilake, AAI Perera, MAP Chamikara Peradeniya University Research sessions 17 (1), 2013 | 40* | 2013 |
Copyright Protection and Accountability of Generative AI: Attack, Watermarking and Attribution H Zhong, J Chang, Z Yang, T Wu, MAP Chamikara, C Pathmabandu, ... Proceedings of the ACM Web Conference (WWW) 2023, 94-98, 2023 | 31 | 2023 |
A crime data analysis framework with geographical information support for intelligence led policing MAP Chamikara, A Galappaththi, RD Yapa, RD Nawarathna, ... PeerJ PrePrints, 2015 | 31* | 2015 |
Privacy-preserving location data stream clustering on mobile edge computing and cloud V Stephanie, MAP Chamikara, I Khalil, M Atiquzzaman Information Systems 107, 101728, 2022 | 26 | 2022 |
An efficient algorithm for line clipping in computer graphics programming SR Kodituwakku, KR Wijeweera, MAP Chamikara Ceylon Journal of Science (Physical Sciences) 17, 1-7, 2013 | 26* | 2013 |
Local Differential Privacy for Federated Learning MAP Chamikara, D Liu, S Camtepe, S Nepal, M Grobler, P Bertok, I Khalil European Symposium on Research in Computer Security (ESORICS), 195-216, 2022 | 23 | 2022 |
A fuzzy based model to identify printed sinhala characters GI Gunarathna, MAP Chamikara, RG Ragel 7th IEEE International Conference on Information and Automation for …, 2014 | 19* | 2014 |
The importance of social identity on password formulations M Grobler, MAP Chamikara, J Abbott, JJ Jeong, S Nepal, C Paris Personal and Ubiquitous Computing 25 (5), 813-827, 2021 | 17 | 2021 |
PPaaS: Privacy Preservation as a Service MAP Chamikara, P Bertok, I Khalil, D Liu, S Camtepe Computer Communications 173, 192-205, 2021 | 14* | 2021 |