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Chandra Thapa
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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
4492022
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
1842020
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
1712021
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
1062020
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
83*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
62*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
522022
Graph Lifelong Learning: A Survey
FG Febrinanto, F Xia, K Moore, C Thapa, C Aggarwal
IEEE Computational Intelligence Magazine, 2022
422022
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
422012
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
412017
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
362020
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
242021
Graph-theoretic approaches to two-sender index coding
C Thapa, L Ong, SJ Johnson
2016 IEEE Globecom Workshops (GC Wkshps), 1-6, 2016
202016
Enabling All In-Edge Deep Learning: A Literature Review
P Joshi, M Hasanuzzaman, C Thapa, H Afli, T Scully
IEEE Access, 2023
19*2023
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
172021
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
162021
Generalized interlinked cycle cover for index coding
C Thapa, L Ong, SJ Johnson
2015 IEEE Information Theory Workshop-Fall (ITW), 4-8, 2015
152015
Evaluation of Federated Learning in Phishing Email Detection
C Thapa, JW Tang, A Abuadbba, Y Gao, S Camtepe, S Nepal, ...
Sensors 23 (4346), 2023
13*2023
Structural characteristics of two-sender index coding
C Thapa, L Ong, SJ Johnson, M Li
entropy 21 (6), 615, 2019
112019
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
82022
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