Kanchana Thilakarathna

According to our database, Kanchana Thilakarathna authored at least 80 papers between 2011 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

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

Youyang Qu, Ming Ding, Nan Sun, Kanchana Thilakarathna, Tianqing Zhu, Dusit Niyato

CoRR, 2024

2023

Calibrated reconstruction based adversarial autoencoder model for novelty detection.

Yi Huang, Ying Li, Guillaume Jourjon, Suranga Seneviratne, Kanchana Thilakarathna, Adriel Cheng, Darren Webb, Richard Yi Da Xu

Pattern Recognit. Lett., May, 2023

MapChain-D: A Distributed Blockchain for IIoT Data Storage and Communications.

Tiantong Wu, Guillaume Jourjon, Kanchana Thilakarathna, Phee Lep Yeoh

IEEE Trans. Ind. Informatics, 2023

DiffPMAE: Diffusion Masked Autoencoders for Point Cloud Reconstruction.

Yanlong Li, Chamara Madarasingha, Kanchana Thilakarathna

CoRR, 2023

NetDiffus: Network Traffic Generation by Diffusion Models through Time-Series Imaging.

Nirhoshan Sivaroopan, Dumindu Bandara, Chamara Madarasingha, Guillaume Jourjon, Anura P. Jayasumana, Kanchana Thilakarathna

CoRR, 2023

SyNIG: Synthetic Network Traffic Generation through Time Series Imaging.

Nirhoshan Sivaroopan, Chamara Madarasingha, Shashika Muramudalige, Guillaume Jourjon, Anura P. Jayasumana, Kanchana Thilakarathna

Proceedings of the 48th IEEE Conference on Local Computer Networks, 2023

FlexSplit: A Configurable, Privacy-Preserving Federated-Split Learning Framework.

Tiantong Wu, H. M. N. Dilum Bandara, Phee Lep Yeoh, Kanchana Thilakarathna

Proceedings of the IEEE International Conference on Communications, 2023

The Wyner Variational Autoencoder for Unsupervised Multi-Layer Wireless Fingerprinting.

Teng-Hui Huang, Thilini Dahanayaka, Kanchana Thilakarathna, Philip H. W. Leong, Hesham El Gamal

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.

Yi Huang, Ying Li, Timothy Heyes, Guillaume Jourjon, Adriel Cheng, Suranga Seneviratne, Kanchana Thilakarathna, Darren Webb, Richard Yi Da Xu

Pattern Recognit. Lett., 2022

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

Amaya Dharmasiri, Dinithi Dissanayake, Mohamed Afham, Isuru Dissanayake, Ranga Rodrigo, Kanchana Thilakarathna

CoRR, 2022

VideoTrain++: GAN-based adaptive framework for synthetic video traffic generation.

Chamara Madarasingha, Shashika Ranga Muramudalige, Guillaume Jourjon, Anura P. Jayasumana, Kanchana Thilakarathna

Comput. Networks, 2022

From traffic classes to content: A hierarchical approach for encrypted traffic classification.

Ying Li, Yi Huang, Suranga Seneviratne, Kanchana Thilakarathna, Adriel Cheng, Guillaume Jourjon, Darren Webb, David B. Smith, Richard Yi Da Xu

Comput. Networks, 2022

OpCASH: Optimized Utilization of MEC Cache for 360-Degree Video Streaming with Dynamic Tiling.

Chamara Madarasingha, Kanchana Thilakarathna, Albert Y. Zomaya

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.

Chamara Madarasingha, Kanchana Thilakarathna

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.

Mohamed Afham, Isuru Dissanayake, Dinithi Dissanayake, Amaya Dharmasiri, Kanchana Thilakarathna, Ranga Rodrigo

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.

Chamara Kattadige, Kwon Nung Choi, Achintha Wijesinghe, Arpit Nama, Kanchana Thilakarathna, Suranga Seneviratne, Guillaume Jourjon

IEEE Trans. Netw. Serv. Manag., 2021

MusicID: A Brainwave-Based User Authentication System for Internet of Things.

Jinani Sooriyaarachchi, Suranga Seneviratne, Kanchana Thilakarathna, Albert Y. Zomaya

IEEE Internet Things J., 2021

Unravelling Spatial Privacy Risks of Mobile Mixed Reality Data.

Jaybie A. de Guzman, Aruna Seneviratne, Kanchana Thilakarathna

Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2021

User configurable 3D object regeneration for spatial privacy.

Arpit Nama, Amaya Dharmasiri, Kanchana Thilakarathna, Albert Y. Zomaya, Jaybie Agullo de Guzman

CoRR, 2021

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

Chamara Kattadige, Kanchana Thilakarathna

CoRR, 2021

VideoTrain: A Generative Adversarial Framework for Synthetic Video Traffic Generation.

Chamara Kattadige, Shashika Ranga Muramudalige, Kwon Nung Choi, Guillaume Jourjon, Haonan Wang, Anura P. Jayasumana, Kanchana Thilakarathna

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.

Tiantong Wu, Phee Lep Yeoh, Guillaume Jourjon, Kanchana Thilakarathna

Proceedings of the 7th IEEE World Forum on Internet of Things, 2021

360NorVic: 360-degree video classification from mobile encrypted video traffic.

Chamara Kattadige, Aravindh Raman, Kanchana Thilakarathna, Andra Lutu, Diego Perino

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.

Amaya Dharmasiri, Chamara Kattadige, Vincent Zhang, Kanchana Thilakarathna

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.

Chamara Madarasingha, Kanchana Thilakarathna

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.

Matthieu Monteiro, Kumara Kahatapitiya, Hassan Jameel Asghar, Kanchana Thilakarathna, Thierry Rakotoarivelo, Dali Kaafar, Shujun Li, Ron Steinfeld, Josef Pieprzyk

IACR Cryptol. ePrint Arch., 2020

Security and Privacy Approaches in Mixed Reality: A Literature Survey.

Jaybie A. de Guzman, Kanchana Thilakarathna, Aruna Seneviratne

ACM Comput. Surv., 2020

Conservative Plane Releasing for Spatial Privacy Protection in Mixed Reality.

Jaybie A. de Guzman, Kanchana Thilakarathna, Aruna Seneviratne

CoRR, 2020

<i>LoRadar</i>: LoRa sensor network monitoring through passive packet sniffing.

Kwon Nung Choi, Harini Kolamunna, Akila Uyanwatta, Kanchana Thilakarathna, Suranga Seneviratne, Ralph Holz, Mahbub Hassan, Albert Y. Zomaya

Comput. Commun. Rev., 2020

Melhorando a Acurácia da Detecção de Lavagem de Dinheiro na Rede Bitcoin.

Gabriel A. F. Rebello, Yining Hu, Kanchana Thilakarathna, Gustavo Batista, Aruna Seneviratne, Otto Carlos Muniz Bandeira Duarte

Proceedings of the XXXVIII Brazilian Symposium on Computer Networks and Distributed Systems, 2020

SETA: Scalable Encrypted Traffic Analytics in Multi-Gbps Networks.

Kwon Nung Choi, Achintha Wijesinghe, Chamara Manoj Madarasingha Kattadige, Kanchana Thilakarathna, Suranga Seneviratne, Guillaume Jourjon

Proceedings of the 45th IEEE Conference on Local Computer Networks, 2020

Poster Abstract: Passive Activity Classification of Smart Homes through Wireless Packet Sniffing.

Kwon Nung Choi, Thilini Dahanayaka, David Kennedy, Kanchana Thilakarathna, Suranga Seneviratne, Salil S. Kanhere, Prasant Mohapatra

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.

Harini Kolamunna, Kanchana Thilakarathna, Diego Perino, Dwight J. Makaroff, Aruna Seneviratne

IEEE Trans. Mob. Comput., 2019

uStash: A Novel Mobile Content Delivery System for Improving User QoE in Public Transport.

Fangzhou Jiang, Kanchana Thilakarathna, Sirine Mrabet, Mohamed Ali Kâafar, Aruna Seneviratne

IEEE Trans. Mob. Comput., 2019

Characterizing and Detecting Money Laundering Activities on the Bitcoin Network.

Yining Hu, Suranga Seneviratne, Kanchana Thilakarathna, Kensuke Fukuda, Aruna Seneviratne

CoRR, 2019

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

Yining Hu, Ahsan Manzoor, Parinya Ekparinya, Madhusanka Liyanage, Kanchana Thilakarathna, Guillaume Jourjon, Aruna Seneviratne

IEEE Access, 2019

Fine Grained Group Gesture Detection Using Wearable Devices.

Yongjian Zhao, Stephen New, Kanchana Thilakarathna, Xiaodong Zhang, Qi Han

Proceedings of the 20th International Workshop on Mobile Computing Systems and Applications, 2019

Fine Grained Group Gesture Detection Using Smartwatches.

Yongjian Zhao, Stephen New, Kanchana Thilakarathna, Xiaodong Zhang, Qi Han

Proceedings of the 20th IEEE International Conference on Mobile Data Management, 2019

SafeMR: Privacy-aware Visual Information Protection for Mobile Mixed Reality.

Jaybie A. de Guzman, Kanchana Thilakarathna, Aruna Seneviratne

Proceedings of the 44th IEEE Conference on Local Computer Networks, 2019

A First Look into Privacy Leakage in 3D Mixed Reality Data.

Jaybie A. de Guzman, Kanchana Thilakarathna, Aruna Seneviratne

Proceedings of the Computer Security - ESORICS 2019, 2019

A Decade of Mal-Activity Reporting: A Retrospective Analysis of Internet Malicious Activity Blacklists.

Benjamin Zi Hao Zhao, Muhammad Ikram, Hassan Jameel Asghar, Mohamed Ali Kâafar, Abdelberi Chaabane, Kanchana Thilakarathna

Proceedings of the 2019 ACM Asia Conference on Computer and Communications Security, 2019

2018

The Use of Smart Contracts and Challenges.

Yining Hu, Madhusanka Liyanage, Ahsan Manzoor, Kanchana Thilakarathna, Guillaume Jourjon, Aruna Seneviratne, Mika Ylianttila

CoRR, 2018

Virtualized Application Function Chaining: Maximizing the Wearable System Lifetime.

Harini Kolamunna, Kanchana Thilakarathna, Aruna Seneviratne

CoRR, 2018

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

Yining Hu, Ahsan Manzoor, Parinya Ekparinya, Madhusanka Liyanage, Kanchana Thilakarathna, Guillaume Jourjon, Aruna Seneviratne, Mika E. Ylianttila

CoRR, 2018

Demo: A Delay-Tolerant Payment Scheme on the Ethereum Blockchain.

Ahsan Manzoor, Yining Hu, Madhusanka Liyanage, Parinya Ekparinya, Kanchana Thilakarathna, Guillaume Jourjon, Aruna Seneviratne, Salil S. Kanhere, Mika E. Ylianttila

Proceedings of the 19th IEEE International Symposium on "A World of Wireless, 2018

Deep Content: Unveiling Video Streaming Content from Encrypted WiFi Traffic.

Ying Li, Yi Huang, Richard Yi Da Xu, Suranga Seneviratne, Kanchana Thilakarathna, Adriel Cheng, Darren Webb, Guillaume Jourjon

Proceedings of the 17th IEEE International Symposium on Network Computing and Applications, 2018

Maximizing the Wearable Network Lifetime through Virtualized Application Function Chaining.

Harini Kolamunna, Kanchana Thilakarathna, Aruna Seneviratne

Proceedings of the 43rd IEEE Conference on Local Computer Networks, 2018

Topology Preserving Map for Wireless Sensor Networks Equipped with Directional Antennas.

Ashanie Gunathillake, Kanchana Thilakarathna, Anura P. Jayasumana

Proceedings of the 43rd IEEE Conference on Local Computer Networks, 2018

A First Look at SIM-Enabled Wearables in the Wild.

Harini Kolamunna, Ilias Leontiadis, Diego Perino, Suranga Seneviratne, Kanchana Thilakarathna, Aruna Seneviratne

Proceedings of the Internet Measurement Conference 2018, 2018

Low-power step counting paired with electromagnetic energy harvesting for wearables.

Kumara Kahatapitiya, Chamod Weerasinghe, Jinal Jayawardhana, Hiranya Kuruppu, Kanchana Thilakarathna, Dileeka Dias

Proceedings of the 2018 ACM International Symposium on Wearable Computers, 2018

Impact of Device Population on Beam Alignment Performance of 802.11ad.

Marjan Moradi, Kanchana Thilakarathna, Ming Ding, Mahbub Hassan

Proceedings of the IEEE Globecom Workshops, 2018

2017

Design and Analysis of an Efficient Friend-to-Friend Content Dissemination System.

Kanchana Thilakarathna, Aline Carneiro Viana, Aruna Seneviratne, Henrik Petander

IEEE Trans. Mob. Comput., 2017

Are Wearables Ready for Secure and Direct Internet Communication?

Harini Kolamunna, Jagmohan Chauhan, Yining Hu, Kanchana Thilakarathna, Diego Perino, Dwight J. Makaroff, Aruna Seneviratne

GetMobile Mob. Comput. Commun., 2017

Seamless Resources Sharing in Wearable Networks by Application Function Virtualization.

Harini Kolamunna, Kanchana Thilakarathna, Diego Perino, Dwight J. Makaroff, Aruna Seneviratne

CoRR, 2017

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

David B. Smith, Kanchana Thilakarathna, Mohamed Ali Kâafar

CoRR, 2017

A Survey of Wearable Devices and Challenges.

Suranga Seneviratne, Yining Hu, Tham Nguyen, Guohao Lan, Sara Khalifa, Kanchana Thilakarathna, Mahbub Hassan, Aruna Seneviratne

IEEE Commun. Surv. Tutorials, 2017

A deep dive into location-based communities in social discovery networks.

Kanchana Thilakarathna, Suranga Seneviratne, Kamal Gupta, Mohamed Ali Kâafar, Aruna Seneviratne

Comput. Commun., 2017

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

Kanchana Thilakarathna, Fangzhou Jiang, Sirine Mrabet, Mohamed Ali Kâafar, Aruna Seneviratne, Gaogang Xie

Comput. Commun., 2017

Efficient Content Distribution in DOOH Advertising Networks Exploiting Urban Geo-Social Connectivity.

Fangzhou Jiang, Kanchana Thilakarathna, Mahbub Hassan, Yusheng Ji, Aruna Seneviratne

Proceedings of the 26th International Conference on World Wide Web Companion, 2017

e-DASH: Modelling an energy-aware DASH player.

Benoy Varghese, Guillaume Jourjon, Kanchana Thilakarathna, Aruna Seneviratne

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.

Harini Kolamunna, Jagmohan Chauhan, Yining Hu, Kanchana Thilakarathna, Diego Perino, Dwight J. Makaroff, Aruna Seneviratne

Proceedings of the 42nd IEEE Conference on Local Computer Networks, 2017

Topology Maps for 3D Millimeter Wave Sensor Networks with Directional Antennas.

Ashanie Gunathillake, Marjan Moradi, Kanchana Thilakarathna, Anura P. Jayasumana, Andrey V. Savkin

Proceedings of the 42nd IEEE Conference on Local Computer Networks, 2017

Supercharging Crowd Dynamics Estimation in Disasters via Spatio-Temporal Deep Neural Network.

Fangzhou Jiang, Lei Zhong, Kanchana Thilakarathna, Aruna Seneviratne, Kiyoshi Takano, Shigeki Yamada, Yusheng Ji

Proceedings of the 2017 IEEE International Conference on Data Science and Advanced Analytics, 2017

Airborne Disease Propagation on Large Scale Social Contact Networks.

Md Shahzamal, Raja Jurdak, Reza Arablouei, Minkyoung Kim, Kanchana Thilakarathna, Bernard Mans

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.

Harini Kolamunna, Jagmohan Chauhan, Yining Hu, Kanchana Thilakarathna, Diego Perino, Dwight J. Makaroff, Aruna Seneviratne

CoRR, 2016

uDrop: Pushing drop-box to the edge of mobile network.

Fangzhou Jiang, Kanchana Thilakarathna, Sirine Mrabet, Mohamed Ali Kâafar

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.

Fangzhou Jiang, Zhi Liu, Kanchana Thilakarathna, Zhenyu Li, Yusheng Ji, Aruna Seneviratne

Proceedings of the 41st IEEE Conference on Local Computer Networks, 2016

AFit: adaptive fitness tracking by application function virtualization.

Harini Kolamunna, Yining Hu, Diego Perino, Kanchana Thilakarathna, Dwight J. Makaroff, Xinlong Guan, Aruna Seneviratne

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.

Harini Kolamunna, Yining Hu, Diego Perino, Kanchana Thilakarathna, Dwight J. Makaroff, Xinlong Guan, Aruna Seneviratne

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.

Fangzhou Jiang, Kanchana Thilakarathna, Mohamed Ali Kâafar, Filip Rosenbaum, Aruna Seneviratne

Proceedings of the 10th ACM MobiCom Workshop on Challenged Networks, 2015

2014

MobiTribe: Cost Efficient Distributed User Generated Content Sharing on Smartphones.

Kanchana Thilakarathna, Henrik Petander, Julián Mestre, Aruna Seneviratne

IEEE Trans. Mob. Comput., 2014

User generated content dissemination in mobile social networks through infrastructure supported content replication.

Kanchana Thilakarathna, Aruna Seneviratne, Aline Carneiro Viana, Henrik Petander

Pervasive Mob. Comput., 2014

Demo: Crowd-cache - popular content for free.

Kanchana Thilakarathna, Fangzhou Jiang, Sirine Mrabet, Mohamed Ali Kâafar, Aruna Seneviratne, Prasant Mohapatra

Proceedings of the 12th Annual International Conference on Mobile Systems, 2014

Demo: Yalut - user-centric social networking overlay.

Kanchana Thilakarathna, Xinlong Guan, Aruna Seneviratne

Proceedings of the 12th Annual International Conference on Mobile Systems, 2014

2013

MobiTribe: Enabling device centric social networking on smart mobile devices.

Kanchana Thilakarathna, Abdul Alim Abd Karim, Henrik Petander, Aruna Seneviratne

Proceedings of the 10th Annual IEEE International Conference on Sensing, 2013

Mobile social networking through friend-to-friend opportunistic content dissemination.

Kanchana Thilakarathna, Aline Carneiro Viana, Aruna Seneviratne, Henrik Petander

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.

Aruna Seneviratne, Kanchana Thilakarathna, Suranga Seneviratne, Mohamed Ali Kâafar, Prasant Mohapatra

Proceedings of the Fifth International Conference on Communication Systems and Networks, 2013

2012

Enabling mobile distributed social networking on smartphones.

Kanchana Thilakarathna, Henrik Petander, Julián Mestre, Aruna Seneviratne

Proceedings of the 15th ACM International Conference on Modeling, 2012

2011

Performance of content replication in MobiTribe: A distributed architecture for mobile UGC sharing.

Kanchana Thilakarathna, Henrik Petander, Aruna Seneviratne

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.

Aruna Seneviratne, Kanchana Thilakarathna, Henrik Petander, D. Wasalthilake

Proceedings of the Fifth IEEE International Conference on Advanced Telecommunication Systems and Networks, 2011