Kanchana Thilakarathna

Publication Activity (10 Years)

Years Active: 2011-2025
Publications (10 Years): 86

Top Topics

Public Transport

Top Venues

IEEE Trans. Mob. Comput.

Comput. Networks

Publications

Chamara Madarasingha, Thilini Dahanayaka, Kanchana Thilakarathna, Suranga Seneviratne, Young Choon Lee, Salil S. Kanhere, Albert Y. Zomaya, Aruna Seneviratne, Phil Ridley
Demo: P4 Based In-network ML with Federated Learning to Secure and Slice IoT Networks. WoWMoM (2025)
Nirhoshan Sivaroopan, Dumindu Bandara, Chamara Madarasingha, Guillaume Jourjon, Anura P. Jayasumana, Kanchana Thilakarathna
NetDiffus: Network traffic generation by diffusion models through time-series imaging. Comput. Networks 251 (2024)
Tiantong Wu, H. M. N. Dilum Bandara, Phee Lep Yeoh, Kanchana Thilakarathna
VHFL: A Cloud-Edge Model Verification Technique for Hierarchical Federated Learning. ICC Workshops (2024)
Petar Smolovic, Thilini Dahanayaka, Kanchana Thilakarathna
TripletViNet: Mitigating Misinformation Video Spread Across Platforms. CoRR (2024)
Sahan Liyanaarachchi, Kanchana Thilakarathna, Sennur Ulukus
CAFe: Cost and Age aware Federated Learning. CoRR (2024)
Youyang Qu, Ming Ding, Nan Sun, Kanchana Thilakarathna, Tianqing Zhu, Dusit Niyato
The Frontier of Data Erasure: Machine Unlearning for Large Language Models. CoRR (2024)
Niruth Bogahawatta, Gerry How, Yasiru Karunanayake, Suranga Seneviratne, Kanchana Thilakarathna, Salil Kahere, Rahat Masood, Aruna Seneviratne
DEMO : Passive Identification of WiFi Devices in Real-Time. SIGCOMM (Posters and Demos) (2024)
Chamara Madarasingha, Thilini Dahanayaka, Kanchana Thilakarathna, Suranga Seneviratne, Young Choon Lee, Salil S. Kanhere, Aruna Seneviratne, Phil Ridley
Demo: P4Xtnd: P4 Programmability on Resource Constrained Environments with Extended Network Functionalities. SIGCOMM (Posters and Demos) (2024)
Petar Smolovic, Thilini Dahanayaka, Kanchana Thilakarathna
TripletViNet: Mitigating Misinformation Video Spread Across Platforms. SCID@AsiaCCS (2024)
Yanlong Li, Chamara Madarasingha, Kanchana Thilakarathna
DiffPMAE: Diffusion Masked Autoencoders for Point Cloud Reconstruction. CoRR (2023)
Tiantong Wu, H. M. N. Dilum Bandara, Phee Lep Yeoh, Kanchana Thilakarathna
FlexSplit: A Configurable, Privacy-Preserving Federated-Split Learning Framework. ICC Workshops (2023)
Yi Huang, Ying Li, Guillaume Jourjon, Suranga Seneviratne, Kanchana Thilakarathna, Adriel Cheng, Darren Webb, Richard Yi Da Xu
Calibrated reconstruction based adversarial autoencoder model for novelty detection. Pattern Recognit. Lett. 169 (2023)
Teng-Hui Huang, Thilini Dahanayaka, Kanchana Thilakarathna, Philip H. W. Leong, Hesham El Gamal
The Wyner Variational Autoencoder for Unsupervised Multi-Layer Wireless Fingerprinting. CoRR (2023)
Nirhoshan Sivaroopan, Dumindu Bandara, Chamara Madarasingha, Guillaume Jourjon, Anura P. Jayasumana, Kanchana Thilakarathna
NetDiffus: Network Traffic Generation by Diffusion Models through Time-Series Imaging. CoRR (2023)
Nirhoshan Sivaroopan, Chamara Madarasingha, Shashika Muramudalige, Guillaume Jourjon, Anura P. Jayasumana, Kanchana Thilakarathna
SyNIG: Synthetic Network Traffic Generation through Time Series Imaging. LCN (2023)
Teng-Hui Huang, Thilini Dahanayaka, Kanchana Thilakarathna, Philip H. W. Leong, Hesham El Gamal
The Wyner Variational Autoencoder for Unsupervised Multi-Layer Wireless Fingerprinting. GLOBECOM (2023)
Tiantong Wu, Guillaume Jourjon, Kanchana Thilakarathna, Phee Lep Yeoh
MapChain-D: A Distributed Blockchain for IIoT Data Storage and Communications. IEEE Trans. Ind. Informatics 19 (9) (2023)
Chamara Madarasingha, Kanchana Thilakarathna
Edge assisted frame interpolation and super resolution for efficient 360-degree video delivery. MobiCom (2022)
Ying Li, Yi Huang, Suranga Seneviratne, Kanchana Thilakarathna, Adriel Cheng, Guillaume Jourjon, Darren Webb, David B. Smith, Richard Yi Da Xu
From traffic classes to content: A hierarchical approach for encrypted traffic classification. Comput. Networks 212 (2022)
Mohamed Afham, Isuru Dissanayake, Dinithi Dissanayake, Amaya Dharmasiri, Kanchana Thilakarathna, Ranga Rodrigo
CrossPoint: Self-Supervised Cross-Modal Contrastive Learning for 3D Point Cloud Understanding. CoRR (2022)
Chamara Madarasingha, Kanchana Thilakarathna, Albert Y. Zomaya
OpCASH: Optimized Utilization of MEC Cache for 360-Degree Video Streaming with Dynamic Tiling. PerCom (2022)
Mohamed Afham, Isuru Dissanayake, Dinithi Dissanayake, Amaya Dharmasiri, Kanchana Thilakarathna, Ranga Rodrigo
CrossPoint: Self-Supervised Cross-Modal Contrastive Learning for 3D Point Cloud Understanding. CVPR (2022)
Yi Huang, Ying Li, Timothy Heyes, Guillaume Jourjon, Adriel Cheng, Suranga Seneviratne, Kanchana Thilakarathna, Darren Webb, Richard Yi Da Xu
Task adaptive siamese neural networks for open-set recognition of encrypted network traffic with bidirectional dropout. Pattern Recognit. Lett. 159 (2022)
Amaya Dharmasiri, Dinithi Dissanayake, Mohamed Afham, Isuru Dissanayake, Ranga Rodrigo, Kanchana Thilakarathna
3DLatNav: Navigating Generative Latent Spaces for Semantic-Aware 3D Object Manipulation. CoRR (2022)
Chamara Madarasingha, Shashika Ranga Muramudalige, Guillaume Jourjon, Anura P. Jayasumana, Kanchana Thilakarathna
VideoTrain++: GAN-based adaptive framework for synthetic video traffic generation. Comput. Networks 206 (2022)
Jaybie A. de Guzman, Aruna Seneviratne, Kanchana Thilakarathna
Unravelling Spatial Privacy Risks of Mobile Mixed Reality Data. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 5 (1) (2021)
Tiantong Wu, Phee Lep Yeoh, Guillaume Jourjon, Kanchana Thilakarathna
MapChain: A DHT-Based Dual-Blockchain Data Structure for Large-Scale IoT Systems. WF-IoT (2021)
Chamara Kattadige, Shashika R. Muramudalige, Kwon Nung Choi, Guillaume Jourjon, Haonan Wang, Anura P. Jayasumana, Kanchana Thilakarathna
VideoTrain: A Generative Adversarial Framework for Synthetic Video Traffic Generation. WOWMOM (2021)
Chamara Kattadige, Aravindh Raman, Kanchana Thilakarathna, Andra Lutu, Diego Perino
360NorVic: 360-degree video classification from mobile encrypted video traffic. NOSSDAV (2021)
Amaya Dharmasiri, Chamara Manoj Madarasingha Kattadige, Vincent Zhang, Kanchana Thilakarathna
Viewport-Aware Dynamic 360° Video Segment Categorization. CoRR (2021)
Chamara Kattadige, Kwon Nung Choi, Achintha Wijesinghe, Arpit Nama, Kanchana Thilakarathna, Suranga Seneviratne, Guillaume Jourjon
SETA++: Real-Time Scalable Encrypted Traffic Analytics in Multi-Gbps Networks. IEEE Trans. Netw. Serv. Manag. 18 (3) (2021)
Chamara Madarasingha, Kanchana Thilakarathna
VASTile: Viewport Adaptive Scalable 360-Degree Video Frame Tiling. ACM Multimedia (2021)
Chamara Kattadige, Kanchana Thilakarathna
VAD360: Viewport Aware Dynamic 360-Degree Video Frame Tiling. CoRR (2021)
Jinani Sooriyaarachchi, Suranga Seneviratne, Kanchana Thilakarathna, Albert Y. Zomaya
MusicID: A Brainwave-Based User Authentication System for Internet of Things. IEEE Internet Things J. 8 (10) (2021)
Amaya Dharmasiri, Chamara Kattadige, Vincent Zhang, Kanchana Thilakarathna
Viewport-aware dynamic 360° video segment categorization. NOSSDAV (2021)
Arpit Nama, Amaya Dharmasiri, Kanchana Thilakarathna, Albert Y. Zomaya, Jaybie Agullo de Guzman
User configurable 3D object regeneration for spatial privacy. CoRR (2021)
Chamara Kattadige, Aravindh Raman, Kanchana Thilakarathna, Andra Lutu, Diego Perino
360NorVic: 360-Degree Video Classification from Mobile Encrypted Video Traffic. CoRR (2021)
Kwon Nung Choi, Achintha Wijesinghe, Chamara Manoj Madarasingha Kattadige, Kanchana Thilakarathna, Suranga Seneviratne, Guillaume Jourjon
SETA: Scalable Encrypted Traffic Analytics in Multi-Gbps Networks. LCN (2020)
Jaybie A. de Guzman, Kanchana Thilakarathna, Aruna Seneviratne
Security and Privacy Approaches in Mixed Reality: A Literature Survey. ACM Comput. Surv. 52 (6) (2020)
Matthieu Monteiro, Kumara Kahatapitiya, Hassan Jameel Asghar, Kanchana Thilakarathna, Thierry Rakotoarivelo, Dali Kaafar, Shujun Li, Ron Steinfeld, Josef Pieprzyk
Foxtail+: A Learning with Errors-based Authentication Protocol for Resource-Constrained Devices. IACR Cryptol. ePrint Arch. 2020 (2020)
Jinani Sooriyaarachchi, Suranga Seneviratne, Kanchana Thilakarathna, Albert Y. Zomaya
MusicID: A Brainwave-based User Authentication System for Internet of Things. CoRR (2020)
Gabriel A. F. Rebello, Yining Hu, Kanchana Thilakarathna, Gustavo Batista, Aruna Seneviratne, Otto Carlos Muniz Bandeira Duarte
Melhorando a Acurácia da Detecção de Lavagem de Dinheiro na Rede Bitcoin. SBRC (2020)
Jaybie A. de Guzman, Kanchana Thilakarathna, Aruna Seneviratne
Conservative Plane Releasing for Spatial Privacy Protection in Mixed Reality. CoRR (2020)
Kwon Nung Choi, Harini Kolamunna, Akila Uyanwatta, Kanchana Thilakarathna, Suranga Seneviratne, Ralph Holz, Mahbub Hassan, Albert Y. Zomaya
: LoRa sensor network monitoring through passive packet sniffing. Comput. Commun. Rev. 50 (4) (2020)
Kwon Nung Choi, Thilini Dahanayaka, David Kennedy, Kanchana Thilakarathna, Suranga Seneviratne, Salil S. Kanhere, Prasant Mohapatra
Poster Abstract: Passive Activity Classification of Smart Homes through Wireless Packet Sniffing. IPSN (2020)
Harini Kolamunna, Kanchana Thilakarathna, Diego Perino, Dwight J. Makaroff, Aruna Seneviratne
Seamless Resource Sharing in Wearable Networks by Application Function Virtualization. IEEE Trans. Mob. Comput. 18 (6) (2019)
Benjamin Zi Hao Zhao, Muhammad Ikram, Hassan Jameel Asghar, Mohamed Ali Kâafar, Abdelberi Chaabane, Kanchana Thilakarathna
A Decade of Mal-Activity Reporting: A Retrospective Analysis of Internet Malicious Activity Blacklists. CoRR (2019)
Yongjian Zhao, Stephen New, Kanchana Thilakarathna, Xiaodong Zhang, Qi Han
Fine Grained Group Gesture Detection Using Smartwatches. MDM (2019)
Yongjian Zhao, Stephen New, Kanchana Thilakarathna, Xiaodong Zhang, Qi Han
Fine Grained Group Gesture Detection Using Wearable Devices. HotMobile (2019)
Benjamin Zi Hao Zhao, Muhammad Ikram, Hassan Jameel Asghar, Mohamed Ali Kâafar, Abdelberi Chaabane, Kanchana Thilakarathna
A Decade of Mal-Activity Reporting: A Retrospective Analysis of Internet Malicious Activity Blacklists. AsiaCCS (2019)
Yining Hu, Ahsan Manzoor, Parinya Ekparinya, Madhusanka Liyanage, Kanchana Thilakarathna, Guillaume Jourjon, Aruna Seneviratne
A Delay-Tolerant Payment Scheme Based on the Ethereum Blockchain. IEEE Access 7 (2019)
Jaybie A. de Guzman, Kanchana Thilakarathna, Aruna Seneviratne
A First Look into Privacy Leakage in 3D Mixed Reality Data. ESORICS (1) (2019)
Yining Hu, Suranga Seneviratne, Kanchana Thilakarathna, Kensuke Fukuda, Aruna Seneviratne
Characterizing and Detecting Money Laundering Activities on the Bitcoin Network. CoRR (2019)
Fangzhou Jiang, Kanchana Thilakarathna, Sirine Mrabet, Mohamed Ali Kâafar, Aruna Seneviratne
uStash: A Novel Mobile Content Delivery System for Improving User QoE in Public Transport. IEEE Trans. Mob. Comput. 18 (6) (2019)
Jaybie A. de Guzman, Kanchana Thilakarathna, Aruna Seneviratne
SafeMR: Privacy-aware Visual Information Protection for Mobile Mixed Reality. LCN (2019)
Jaybie A. de Guzman, Kanchana Thilakarathna, Aruna Seneviratne
Security and Privacy Approaches in Mixed Reality: A Literature Survey. CoRR (2018)
Marjan Moradi, Kanchana Thilakarathna, Ming Ding, Mahbub Hassan
Impact of Device Population on Beam Alignment Performance of 802.11ad. GLOBECOM Workshops (2018)
Yining Hu, Ahsan Manzoor, Parinya Ekparinya, Madhusanka Liyanage, Kanchana Thilakarathna, Guillaume Jourjon, Aruna Seneviratne, Mika E. Ylianttila
A Delay-Tolerant Payment Scheme Based on the Ethereum Blockchain. CoRR (2018)
Ying Li, Yi Huang, Richard Yi Da Xu, Suranga Seneviratne, Kanchana Thilakarathna, Adriel Cheng, Darren Webb, Guillaume Jourjon
Deep Content: Unveiling Video Streaming Content from Encrypted WiFi Traffic. NCA (2018)
Harini Kolamunna, Kanchana Thilakarathna, Aruna Seneviratne
Maximizing the Wearable Network Lifetime through Virtualized Application Function Chaining. LCN (2018)
Yining Hu, Madhusanka Liyanage, Ahsan Manzoor, Kanchana Thilakarathna, Guillaume Jourjon, Aruna Seneviratne, Mika Ylianttila
The Use of Smart Contracts and Challenges. CoRR (2018)
Ashanie Gunathillake, Kanchana Thilakarathna, Anura P. Jayasumana
Topology Preserving Map for Wireless Sensor Networks Equipped with Directional Antennas. LCN (2018)
Ahsan Manzoor, Yining Hu, Madhusanka Liyanage, Parinya Ekparinya, Kanchana Thilakarathna, Guillaume Jourjon, Aruna Seneviratne, Salil S. Kanhere, Mika E. Ylianttila
Demo: A Delay-Tolerant Payment Scheme on the Ethereum Blockchain. WOWMOM (2018)
Kumara Kahatapitiya, Chamod Weerasinghe, Jinal Jayawardhana, Hiranya Kuruppu, Kanchana Thilakarathna, Dileeka Dias
Low-power step counting paired with electromagnetic energy harvesting for wearables. UbiComp (2018)
Harini Kolamunna, Ilias Leontiadis, Diego Perino, Suranga Seneviratne, Kanchana Thilakarathna, Aruna Seneviratne
A First Look at SIM-Enabled Wearables in the Wild. Internet Measurement Conference (2018)
Harini Kolamunna, Kanchana Thilakarathna, Aruna Seneviratne
Virtualized Application Function Chaining: Maximizing the Wearable System Lifetime. CoRR (2018)
Harini Kolamunna, Jagmohan Chauhan, Yining Hu, Kanchana Thilakarathna, Diego Perino, Dwight J. Makaroff, Aruna Seneviratne
Are Wearables Ready for Secure and Direct Internet Communication? GetMobile Mob. Comput. Commun. 21 (3) (2017)
Harini Kolamunna, Jagmohan Chauhan, Yining Hu, Kanchana Thilakarathna, Diego Perino, Dwight J. Makaroff, Aruna Seneviratne
Are Wearables Ready for HTTPS? On the Potential of Direct Secure Communication on Wearables. LCN (2017)
Suranga Seneviratne, Yining Hu, Tham Nguyen, Guohao Lan, Sara Khalifa, Kanchana Thilakarathna, Mahbub Hassan, Aruna Seneviratne
A Survey of Wearable Devices and Challenges. IEEE Commun. Surv. Tutorials 19 (4) (2017)
Harini Kolamunna, Kanchana Thilakarathna, Diego Perino, Dwight J. Makaroff, Aruna Seneviratne
Seamless Resources Sharing in Wearable Networks by Application Function Virtualization. CoRR (2017)
Fangzhou Jiang, Lei Zhong, Kanchana Thilakarathna, Aruna Seneviratne, Kiyoshi Takano, Shigeki Yamada, Yusheng Ji
Supercharging Crowd Dynamics Estimation in Disasters via Spatio-Temporal Deep Neural Network. DSAA (2017)
Kanchana Thilakarathna, Fangzhou Jiang, Sirine Mrabet, Mohamed Ali Kâafar, Aruna Seneviratne, Gaogang Xie
Crowd-Cache: Leveraging on spatio-temporal correlation in content popularity for mobile networking in proximity. Comput. Commun. 100 (2017)
Md Shahzamal, Raja Jurdak, Reza Arablouei, Minkyoung Kim, Kanchana Thilakarathna, Bernard Mans
Airborne Disease Propagation on Large Scale Social Contact Networks. SocialSens@CPSWeek (2017)
Kanchana Thilakarathna, Aline Carneiro Viana, Aruna Seneviratne, Henrik Petander
Design and Analysis of an Efficient Friend-to-Friend Content Dissemination System. IEEE Trans. Mob. Comput. 16 (3) (2017)
Fangzhou Jiang, Kanchana Thilakarathna, Mahbub Hassan, Yusheng Ji, Aruna Seneviratne
Efficient Content Distribution in DOOH Advertising Networks Exploiting Urban Geo-Social Connectivity. WWW (Companion Volume) (2017)
David B. Smith, Kanchana Thilakarathna, Mohamed Ali Kâafar
More Flexible Differential Privacy: The Application of Piecewise Mixture Distributions in Query Release. CoRR (2017)
Fangzhou Jiang, Kanchana Thilakarathna, Sirine Mrabet, Mohamed Ali Kâafar, Aruna Seneviratne
uStash: a Novel Mobile Content Delivery System for Improving User QoE in Public Transport. CoRR (2017)
Kanchana Thilakarathna, Suranga Seneviratne, Kamal Gupta, Mohamed Ali Kâafar, Aruna Seneviratne
A deep dive into location-based communities in social discovery networks. Comput. Commun. 100 (2017)
Benoy Varghese, Guillaume Jourjon, Kanchana Thilakarathna, Aruna Seneviratne
e-DASH: Modelling an energy-aware DASH player. WoWMoM (2017)
Ashanie Gunathillake, Marjan Moradi, Kanchana Thilakarathna, Anura P. Jayasumana, Andrey V. Savkin
Topology Maps for 3D Millimeter Wave Sensor Networks with Directional Antennas. LCN (2017)
Fangzhou Jiang, Zhi Liu, Kanchana Thilakarathna, Zhenyu Li, Yusheng Ji, Aruna Seneviratne
TransFetch: A Viewing Behavior Driven Video Distribution Framework in Public Transport. LCN (2016)
Harini Kolamunna, Jagmohan Chauhan, Yining Hu, Kanchana Thilakarathna, Diego Perino, Dwight J. Makaroff, Aruna Seneviratne
Are wearable devices ready for HTTPS? Measuring the cost of secure communication protocols on wearable devices. CoRR (2016)
Harini Kolamunna, Yining Hu, Diego Perino, Kanchana Thilakarathna, Dwight J. Makaroff, Xinlong Guan, Aruna Seneviratne
AFV: enabling application function virtualization and scheduling in wearable networks. UbiComp (2016)
Harini Kolamunna, Yining Hu, Diego Perino, Kanchana Thilakarathna, Dwight J. Makaroff, Xinlong Guan, Aruna Seneviratne
AFit: adaptive fitness tracking by application function virtualization. UbiComp Adjunct (2016)
Fangzhou Jiang, Kanchana Thilakarathna, Sirine Mrabet, Mohamed Ali Kâafar
uDrop: Pushing drop-box to the edge of mobile network. PerCom Workshops (2016)
Fangzhou Jiang, Kanchana Thilakarathna, Mohamed Ali Kâafar, Filip Rosenbaum, Aruna Seneviratne
A Spatio-Temporal Analysis of Mobile Internet Traffic in Public Transportation Systems: A View of Web Browsing from The Bus. CHANTS@MobiCom (2015)
Kanchana Thilakarathna, Fangzhou Jiang, Sirine Mrabet, Mohamed Ali Kâafar, Aruna Seneviratne, Prasant Mohapatra
Demo: Crowd-cache - popular content for free. MobiSys (2014)
Kanchana Thilakarathna, Aruna Seneviratne, Aline Carneiro Viana, Henrik Petander
User generated content dissemination in mobile social networks through infrastructure supported content replication. Pervasive Mob. Comput. 11 (2014)
Kanchana Thilakarathna, Henrik Petander, Julián Mestre, Aruna Seneviratne
MobiTribe: Cost Efficient Distributed User Generated Content Sharing on Smartphones. IEEE Trans. Mob. Comput. 13 (9) (2014)
Kanchana Thilakarathna, Xinlong Guan, Aruna Seneviratne
Demo: Yalut - user-centric social networking overlay. MobiSys (2014)
Kanchana Thilakarathna, Aline Carneiro Viana, Aruna Seneviratne, Henrik Petander
Mobile social networking through friend-to-friend opportunistic content dissemination. MobiHoc (2013)
Kanchana Thilakarathna, Abdul Alim Abd Karim, Henrik Petander, Aruna Seneviratne
MobiTribe: Enabling device centric social networking on smart mobile devices. SECON (2013)
Aruna Seneviratne, Kanchana Thilakarathna, Suranga Seneviratne, Mohamed Ali Kâafar, Prasant Mohapatra
Reconciling bitter rivals: Towards privacy-aware and bandwidth efficient mobile Ads delivery networks. COMSNETS (2013)
Kanchana Thilakarathna, Henrik Petander, Julián Mestre, Aruna Seneviratne
Enabling mobile distributed social networking on smartphones. MSWiM (2012)
Aruna Seneviratne, Kanchana Thilakarathna, Henrik Petander, D. Wasalthilake
Moving from clouds to mobile clouds to satisfy the demand of mobile user generated content. IEEE ANTS (2011)
Kanchana Thilakarathna, Henrik Petander, Aruna Seneviratne
Performance of content replication in MobiTribe: A distributed architecture for mobile UGC sharing. LCN (2011)