Chamara posts
Rec-Def: A Recommendation-based Defence Mechanism for Privacy Preservation in Federated Learning Systems
An emergence of attention and regulations on consumer privacy can be observed over the recent years with the ubiquitous availability of IoT systems handling personal
From Opacity to Clarity: Leveraging XAI for Robust Network Traffic Classification
A wide adoption of Artificial Intelligence (AI) can be observed in recent years over networking to provide zero-touch, full autonomy of services towards the next
Privacy-preserved Collaborative Federated Learning Platform for Industrial Internet of Things
Federated learning (FL) is an intriguing approach to privacy-preserving collaborative learning. Decentralised FL is achieving increased favour for investigation due to the mitigation of vulnerability
FL-TIA: Novel Time Inference Attacks on Federated Learning
Federated Learning (FL) is an emerging privacy-preserved distributed Machine Learning (ML) technique where multiple clients can contribute to training an ML model without sharing private
Privacy of the Metaverse: Current Issues, AI Attacks, and Possible Solutions
Metaverse is a key emerging digital transformation concept for the next generation of cyberspace. It is expected to create a self-sustaining virtual ecosystem of fully
A Survey on Privacy for B5G/6G: New Privacy Challenges, and Research Directions
Massive developments in mobile wireless telecommunication networks have been made during the last few decades. At present, mobile users are getting familiar with the latest
Bartlomiej posts
H2020 ROBUST-6G Kick-off meeting
The 4th consortium meeting for the HORIZON 2020 SPATIAL project was hosted by UCD on the 12th of September 2023. The SPATIAL aims to tackle
H2020 SPATIAL Consortium Meeting
The 4th consortium meeting for the HORIZON 2020 SPATIAL project was hosted by UCD on the 12th of September 2023. The SPATIAL aims to tackle
SECURENET 2023
The 1st Summit on Security and Privacy in Future Mobile Networks took place on the 11th of September 2023. The event mainly focuses on the
Need of 6G for the Metaverse Realization
The concept of the Metaverse aims to bring a fully-fledged extended reality environment to provide next generation applications and services. Development of the Metaverse is
DROAD: Demand-aware reconfigurable optically-switched agile data center network
We present a Demand-aware Reconfigurable Data Center Network architecture design (DROAD) with integrated fast-switching optics and space switches that allows dynamic reconfiguration and separation of
FlowVista: Low-bandwidth SDN monitoring driven by business application interaction
Large enterprises are moving towards Software Defined Network (SDN) adoption, where business-critical applications are being deployed on top of highly programmable network components and orchestrated