160 citations · 525 across the 11 of their papers we have counts for
10 papers · 1 filter
Blockchain-Based and Fuzzy Logic-Enabled False Data Discovery for the Intelligent Autonomous Vehicular System
Ziaur Rahman, Xun Yi, Ibrahim Khalil +2
Since the beginning of this decade, several incidents report that false data injection attacks targeting intelligent connected vehicles cause huge industrial damage and loss of liv…
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…
Blockchain Applicability for the Internet of Things: Performance and Scalability Challenges and Solutions
Ziaur Rahman, Xun Yi, Sk. Tanzir Mehedi +2
Blockchain has recently been able to draw wider attention throughout the research community. Since its emergence, the world has seen the mind-blowing expansion of this new technolo…