4 citations · 5 across the 2 of their papers we have counts for
7 papers
A Multi-Client Searchable Encryption Scheme for IoT Environment
Nazatul H. Sultan, Shabnam Kasra-Kermanshahi, Yen Tran +4
The proliferation of connected devices through Internet connectivity presents both opportunities for smart applications and risks to security and privacy. It is vital to proactivel…
Trustworthy Privacy-preserving Hierarchical Ensemble and Federated Learning in Healthcare 4.0 with Blockchain
Veronika Stephanie, Ibrahim Khalil, Mohammed Atiquzzaman +1
The advancement of Internet and Communication Technologies (ICTs) has led to the era of Industry 4.0. This shift is followed by healthcare industries creating the term Healthcare 4…
Blockchain-based Federated Learning with SMPC Model Verification Against Poisoning Attack for Healthcare Systems
Aditya Pribadi Kalapaaking, Ibrahim Khalil, Xun Yi
Due to the rising awareness of privacy and security in machine learning applications, federated learning (FL) has received widespread attention and applied to several areas, e.g.,…
SMPC-based Federated Learning for 6G enabled Internet of Medical Things
Aditya Pribadi Kalapaaking, Veronika Stephanie, Ibrahim Khalil +3
Rapidly developing intelligent healthcare systems are underpinned by Sixth Generation (6G) connectivity, ubiquitous Internet of Things (IoT), and Deep Learning (DL) techniques. Thi…
Blockchain-based Federated Learning with Secure Aggregation in Trusted Execution Environment for Internet-of-Things
Aditya Pribadi Kalapaaking, Ibrahim Khalil, Mohammad Saidur Rahman +3
This paper proposes a blockchain-based Federated Learning (FL) framework with Intel Software Guard Extension (SGX)-based Trusted Execution Environment (TEE) to securely aggregate l…
Privacy-Preserving and Outsourced Multi-User k-Means Clustering
Bharath K. Samanthula, Fang-Yu Rao, Elisa Bertino +2
Many techniques for privacy-preserving data mining (PPDM) have been investigated over the past decade. Often, the entities involved in the data mining process are end-users or orga…