16 citations · 20 across the 5 of their papers we have counts for
6 papers
Deep Learning for Encrypted Traffic Classification and Unknown Data Detection
Madushi H. Pathmaperuma, Yogachandran Rahulamathavan, Safak Dogan +2
Despite the widespread use of encryption techniques to provide confidentiality over Internet communications, mobile device users are still susceptible to privacy and security risks…
Abstracting data in distributed ledger systems for higher level analytics and visualizations
Leny Vinceslas, Hirsh Pithadia, Safak Dogan +2
By design, distributed ledger technologies persist low-level data which makes conducting complex business analysis of the recorded operations challenging. Existing blockchain visua…
Scalar Product Lattice Computation for Efficient Privacy-preserving Systems
Yogachandran Rahulamathavan, Safak Dogan, Xiyu Shi +3
Privacy-preserving applications allow users to perform on-line daily actions without leaking sensitive information. Privacy-preserving scalar product is one of the critical algorit…
Adaptive Feature Processing for Robust Human Activity Recognition on a Novel Multi-Modal Dataset
Mirco Moencks, Varuna De Silva, Jamie Roche +1
Human Activity Recognition (HAR) is a key building block of many emerging applications such as intelligent mobility, sports analytics, ambient-assisted living and human-robot inter…
Robust Fusion of LiDAR and Wide-Angle Camera Data for Autonomous Mobile Robots
Varuna De Silva, Jamie Roche, Ahmet Kondoz
Autonomous robots that assist humans in day to day living tasks are becoming increasingly popular. Autonomous mobile robots operate by sensing and perceiving their surrounding envi…
An Agent-based Modelling Framework for Driving Policy Learning in Connected and Autonomous Vehicles
Varuna De Silva, Xiongzhao Wang, Deniz Aladagli +2
Due to the complexity of the natural world, a programmer cannot foresee all possible situations, a connected and autonomous vehicle (CAV) will face during its operation, and hence,…