5 papers
Decentralized PKI Framework for Data Integrity in Spatial Crowdsourcing Drone Services
Junaid Akram, Ali Anaissi
In the domain of spatial crowdsourcing drone services, which includes tasks like delivery, surveillance, and data collection, secure communication is paramount. The Public Key Infr…
Privacy-First Crowdsourcing: Blockchain and Local Differential Privacy in Crowdsourced Drone Services
Junaid Akram, Ali Anaissi
We introduce a privacy-preserving framework for integrating consumer-grade drones into bushfire management. This system creates a marketplace where bushfire management authorities…
DDRM: Distributed Drone Reputation Management for Trust and Reliability in Crowdsourced Drone Services
Junaid Akram, Ali Anaissi
This study introduces the Distributed Drone Reputation Management (DDRM) framework, designed to fortify trust and authenticity within the Internet of Drone Things (IoDT) ecosystem.…
Optimisation of federated learning settings under statistical heterogeneity variations
Basem Suleiman, Muhammad Johan Alibasa, Rizka Widyarini Purwanto +3
Federated Learning (FL) enables local devices to collaboratively learn a shared predictive model by only periodically sharing model parameters with a central aggregator. However, F…
Integration of Self-Supervised BYOL in Semi-Supervised Medical Image Recognition
Hao Feng, Yuanzhe Jia, Ruijia Xu +3
Image recognition techniques heavily rely on abundant labeled data, particularly in medical contexts. Addressing the challenges associated with obtaining labeled data has led to th…