Kanchana Thilakarathna

Orcid: 0000-0003-4332-0082

According to our database1, Kanchana Thilakarathna authored at least 89 papers between 2011 and 2025.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2025
Demo: P4 Based In-network ML with Federated Learning to Secure and Slice IoT Networks.
Proceedings of the 25th IEEE International Symposium on a World of Wireless, 2025

2024
Resource-Efficient Multiview Perception: Integrating Semantic Masking with Masked Autoencoders.
CoRR, 2024

SHFL: Secure Hierarchical Federated Learning Framework for Edge Networks.
CoRR, 2024

ACCESS-FL: Agile Communication and Computation for Efficient Secure Aggregation in Stable Federated Learning Networks.
CoRR, 2024

The Frontier of Data Erasure: Machine Unlearning for Large Language Models.
CoRR, 2024

NetDiffus: Network traffic generation by diffusion models through time-series imaging.
Comput. Networks, 2024

Demo: P4Xtnd: P4 Programmability on Resource Constrained Environments with Extended Network Functionalities.
Proceedings of the ACM SIGCOMM 2024 Conference: Posters and Demos, 2024

DEMO : Passive Identification of WiFi Devices in Real-Time.
Proceedings of the ACM SIGCOMM 2024 Conference: Posters and Demos, 2024

TripletViNet: Mitigating Misinformation Video Spread Across Platforms.
Proceedings of the 1st Workshop on Security-Centric Strategies for Combating Information Disorder, 2024

CAFe: Cost and Age aware Federated Learning.
Proceedings of the Twenty-fifth International Symposium on Theory, 2024

VHFL: A Cloud-Edge Model Verification Technique for Hierarchical Federated Learning.
Proceedings of the IEEE International Conference on Communications Workshops, 2024

DiffPMAE: Diffusion Masked Autoencoders for Point Cloud Reconstruction.
Proceedings of the Computer Vision - ECCV 2024, 2024

2023
Calibrated reconstruction based adversarial autoencoder model for novelty detection.
Pattern Recognit. Lett., May, 2023

MapChain-D: A Distributed Blockchain for IIoT Data Storage and Communications.
IEEE Trans. Ind. Informatics, 2023

SyNIG: Synthetic Network Traffic Generation through Time Series Imaging.
Proceedings of the 48th IEEE Conference on Local Computer Networks, 2023

FlexSplit: A Configurable, Privacy-Preserving Federated-Split Learning Framework.
Proceedings of the IEEE International Conference on Communications, 2023

The Wyner Variational Autoencoder for Unsupervised Multi-Layer Wireless Fingerprinting.
Proceedings of the IEEE Global Communications Conference, 2023

2022
Task adaptive siamese neural networks for open-set recognition of encrypted network traffic with bidirectional dropout.
Pattern Recognit. Lett., 2022

3DLatNav: Navigating Generative Latent Spaces for Semantic-Aware 3D Object Manipulation.
CoRR, 2022

VideoTrain++: GAN-based adaptive framework for synthetic video traffic generation.
Comput. Networks, 2022

From traffic classes to content: A hierarchical approach for encrypted traffic classification.
Comput. Networks, 2022

OpCASH: Optimized Utilization of MEC Cache for 360-Degree Video Streaming with Dynamic Tiling.
Proceedings of the IEEE International Conference on Pervasive Computing and Communications, 2022

Edge assisted frame interpolation and super resolution for efficient 360-degree video delivery.
Proceedings of the ACM MobiCom '22: The 28th Annual International Conference on Mobile Computing and Networking, Sydney, NSW, Australia, October 17, 2022

CrossPoint: Self-Supervised Cross-Modal Contrastive Learning for 3D Point Cloud Understanding.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

2021
SETA++: Real-Time Scalable Encrypted Traffic Analytics in Multi-Gbps Networks.
IEEE Trans. Netw. Serv. Manag., 2021

MusicID: A Brainwave-Based User Authentication System for Internet of Things.
IEEE Internet Things J., 2021

Unravelling Spatial Privacy Risks of Mobile Mixed Reality Data.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2021

User configurable 3D object regeneration for spatial privacy.
CoRR, 2021

VAD360: Viewport Aware Dynamic 360-Degree Video Frame Tiling.
CoRR, 2021

VideoTrain: A Generative Adversarial Framework for Synthetic Video Traffic Generation.
Proceedings of the 22nd IEEE International Symposium on a World of Wireless, 2021

MapChain: A DHT-Based Dual-Blockchain Data Structure for Large-Scale IoT Systems.
Proceedings of the 7th IEEE World Forum on Internet of Things, 2021

360NorVic: 360-degree video classification from mobile encrypted video traffic.
Proceedings of the 31st ACM Workshop on Network and Operating Systems Support for Digital Audio and Video, 2021

Viewport-aware dynamic 360° video segment categorization.
Proceedings of the 31st ACM Workshop on Network and Operating Systems Support for Digital Audio and Video, 2021

VASTile: Viewport Adaptive Scalable 360-Degree Video Frame Tiling.
Proceedings of the MM '21: ACM Multimedia Conference, Virtual Event, China, October 20, 2021

2020
Foxtail+: A Learning with Errors-based Authentication Protocol for Resource-Constrained Devices.
IACR Cryptol. ePrint Arch., 2020

Security and Privacy Approaches in Mixed Reality: A Literature Survey.
ACM Comput. Surv., 2020

Conservative Plane Releasing for Spatial Privacy Protection in Mixed Reality.
CoRR, 2020

<i>LoRadar</i>: LoRa sensor network monitoring through passive packet sniffing.
Comput. Commun. Rev., 2020

Melhorando a Acurácia da Detecção de Lavagem de Dinheiro na Rede Bitcoin.
Proceedings of the XXXVIII Brazilian Symposium on Computer Networks and Distributed Systems, 2020

SETA: Scalable Encrypted Traffic Analytics in Multi-Gbps Networks.
Proceedings of the 45th IEEE Conference on Local Computer Networks, 2020

Poster Abstract: Passive Activity Classification of Smart Homes through Wireless Packet Sniffing.
Proceedings of the 19th ACM/IEEE International Conference on Information Processing in Sensor Networks, 2020

2019
Seamless Resource Sharing in Wearable Networks by Application Function Virtualization.
IEEE Trans. Mob. Comput., 2019

uStash: A Novel Mobile Content Delivery System for Improving User QoE in Public Transport.
IEEE Trans. Mob. Comput., 2019

Characterizing and Detecting Money Laundering Activities on the Bitcoin Network.
CoRR, 2019

A Delay-Tolerant Payment Scheme Based on the Ethereum Blockchain.
IEEE Access, 2019

Fine Grained Group Gesture Detection Using Wearable Devices.
Proceedings of the 20th International Workshop on Mobile Computing Systems and Applications, 2019

Fine Grained Group Gesture Detection Using Smartwatches.
Proceedings of the 20th IEEE International Conference on Mobile Data Management, 2019

SafeMR: Privacy-aware Visual Information Protection for Mobile Mixed Reality.
Proceedings of the 44th IEEE Conference on Local Computer Networks, 2019

A First Look into Privacy Leakage in 3D Mixed Reality Data.
Proceedings of the Computer Security - ESORICS 2019, 2019

A Decade of Mal-Activity Reporting: A Retrospective Analysis of Internet Malicious Activity Blacklists.
Proceedings of the 2019 ACM Asia Conference on Computer and Communications Security, 2019

2018
The Use of Smart Contracts and Challenges.
CoRR, 2018

Virtualized Application Function Chaining: Maximizing the Wearable System Lifetime.
CoRR, 2018

A Delay-Tolerant Payment Scheme Based on the Ethereum Blockchain.
CoRR, 2018

Demo: A Delay-Tolerant Payment Scheme on the Ethereum Blockchain.
Proceedings of the 19th IEEE International Symposium on "A World of Wireless, 2018

Deep Content: Unveiling Video Streaming Content from Encrypted WiFi Traffic.
Proceedings of the 17th IEEE International Symposium on Network Computing and Applications, 2018

Maximizing the Wearable Network Lifetime through Virtualized Application Function Chaining.
Proceedings of the 43rd IEEE Conference on Local Computer Networks, 2018

Topology Preserving Map for Wireless Sensor Networks Equipped with Directional Antennas.
Proceedings of the 43rd IEEE Conference on Local Computer Networks, 2018

A First Look at SIM-Enabled Wearables in the Wild.
Proceedings of the Internet Measurement Conference 2018, 2018

Low-power step counting paired with electromagnetic energy harvesting for wearables.
Proceedings of the 2018 ACM International Symposium on Wearable Computers, 2018

Impact of Device Population on Beam Alignment Performance of 802.11ad.
Proceedings of the IEEE Globecom Workshops, 2018

2017
Design and Analysis of an Efficient Friend-to-Friend Content Dissemination System.
IEEE Trans. Mob. Comput., 2017

Are Wearables Ready for Secure and Direct Internet Communication?
GetMobile Mob. Comput. Commun., 2017

Seamless Resources Sharing in Wearable Networks by Application Function Virtualization.
CoRR, 2017

More Flexible Differential Privacy: The Application of Piecewise Mixture Distributions in Query Release.
CoRR, 2017

A Survey of Wearable Devices and Challenges.
IEEE Commun. Surv. Tutorials, 2017

A deep dive into location-based communities in social discovery networks.
Comput. Commun., 2017

Crowd-Cache: Leveraging on spatio-temporal correlation in content popularity for mobile networking in proximity.
Comput. Commun., 2017

Efficient Content Distribution in DOOH Advertising Networks Exploiting Urban Geo-Social Connectivity.
Proceedings of the 26th International Conference on World Wide Web Companion, 2017

e-DASH: Modelling an energy-aware DASH player.
Proceedings of the 18th IEEE International Symposium on A World of Wireless, 2017

Are Wearables Ready for HTTPS? On the Potential of Direct Secure Communication on Wearables.
Proceedings of the 42nd IEEE Conference on Local Computer Networks, 2017

Topology Maps for 3D Millimeter Wave Sensor Networks with Directional Antennas.
Proceedings of the 42nd IEEE Conference on Local Computer Networks, 2017

Supercharging Crowd Dynamics Estimation in Disasters via Spatio-Temporal Deep Neural Network.
Proceedings of the 2017 IEEE International Conference on Data Science and Advanced Analytics, 2017

Airborne Disease Propagation on Large Scale Social Contact Networks.
Proceedings of the 2nd International Workshop on Social Sensing, 2017

2016
Are wearable devices ready for HTTPS? Measuring the cost of secure communication protocols on wearable devices.
CoRR, 2016

uDrop: Pushing drop-box to the edge of mobile network.
Proceedings of the 2016 IEEE International Conference on Pervasive Computing and Communication Workshops, 2016

TransFetch: A Viewing Behavior Driven Video Distribution Framework in Public Transport.
Proceedings of the 41st IEEE Conference on Local Computer Networks, 2016

AFit: adaptive fitness tracking by application function virtualization.
Proceedings of the 2016 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2016 ACM International Symposium on Wearable Computers, 2016

AFV: enabling application function virtualization and scheduling in wearable networks.
Proceedings of the 2016 ACM International Joint Conference on Pervasive and Ubiquitous Computing, 2016

2015
A Spatio-Temporal Analysis of Mobile Internet Traffic in Public Transportation Systems: A View of Web Browsing from The Bus.
Proceedings of the 10th ACM MobiCom Workshop on Challenged Networks, 2015

2014
MobiTribe: Cost Efficient Distributed User Generated Content Sharing on Smartphones.
IEEE Trans. Mob. Comput., 2014

User generated content dissemination in mobile social networks through infrastructure supported content replication.
Pervasive Mob. Comput., 2014

Demo: Crowd-cache - popular content for free.
Proceedings of the 12th Annual International Conference on Mobile Systems, 2014

Demo: Yalut - user-centric social networking overlay.
Proceedings of the 12th Annual International Conference on Mobile Systems, 2014

2013
MobiTribe: Enabling device centric social networking on smart mobile devices.
Proceedings of the 10th Annual IEEE International Conference on Sensing, 2013

Mobile social networking through friend-to-friend opportunistic content dissemination.
Proceedings of the Fourteenth ACM International Symposium on Mobile Ad Hoc Networking and Computing, 2013

Reconciling bitter rivals: Towards privacy-aware and bandwidth efficient mobile Ads delivery networks.
Proceedings of the Fifth International Conference on Communication Systems and Networks, 2013

2012
Enabling mobile distributed social networking on smartphones.
Proceedings of the 15th ACM International Conference on Modeling, 2012

2011
Performance of content replication in MobiTribe: A distributed architecture for mobile UGC sharing.
Proceedings of the IEEE 36th Conference on Local Computer Networks, 2011

Moving from clouds to mobile clouds to satisfy the demand of mobile user generated content.
Proceedings of the Fifth IEEE International Conference on Advanced Telecommunication Systems and Networks, 2011


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