2 citations · 4 across the 6 of their papers we have counts for
13 papers
An Optimized Privacy-Utility Trade-off Framework for Differentially Private Data Sharing in Blockchain-based Internet of Things
Muhammad Islam, Mubashir Husain Rehmani, Jinjun Chen
Differential private (DP) query and response mechanisms have been widely adopted in various applications based on Internet of Things (IoT) to leverage variety of benefits through d…
A Self-attention Guided Multi-scale Gradient GAN for Diversified X-ray Image Synthesis
Muhammad Muneeb Saad, Mubashir Husain Rehmani, Ruairi O'Reilly
Imbalanced image datasets are commonly available in the domain of biomedical image analysis. Biomedical images contain diversified features that are significant in predicting targe…
DPNCT: A Differential Private Noise Cancellation Scheme for Load Monitoring and Billing for Smart Meters
Khadija Hafeez, Mubashir Husain Rehmani, Donna OShea
Highly accurate profiles of consumers daily energy usage are reported to power grid via smart meters which enables smart grid to effectively regulate power demand and supply. Howev…
Differential Privacy-based Permissioned Blockchain for Private Data Sharing in Industrial IoT
Muhammad Islam, Mubashir Husain Rehmani, Jinjun Chen
Permissioned blockchain such as Hyperledger fabric enables a secure supply chain model in Industrial Internet of Things (IIoT) through multichannel and private data collection mech…
Optimizing Blockchain Based Smart Grid Auctions: A Green Revolution
Muneeb Ul Hassan, Mubashir Husain Rehmani, Jinjun Chen
Traditional smart grid energy auctions cannot directly be integrated in blockchain due to its decentralized nature. Therefore, research works are being carried out to propose effic…
Performance Evaluation of Differential Privacy Mechanisms in Blockchain based Smart Metering
Muneeb Ul Hassan, Mubashir Husain Rehmani, Jinjun Chen
The concept of differential privacy emerged as a strong notion to protect database privacy in an untrusted environment. Later on, researchers proposed several variants of different…