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Kanchana Thilakarathna
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2020 – today
- 2025
- [c52]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: 304-306 - 2024
- [j21]Nirhoshan Sivaroopan
, Dumindu Bandara
NetDiffus: Network traffic generation by diffusion models through time-series imaging. Comput. Networks 251: 110616 (2024) - [c51]Yanlong Li, Chamara Madarasingha, Kanchana Thilakarathna:
DiffPMAE: Diffusion Masked Autoencoders for Point Cloud Reconstruction. ECCV (46) 2024: 362-380 - [c50]Tiantong Wu, H. M. N. Dilum Bandara
VHFL: A Cloud-Edge Model Verification Technique for Hierarchical Federated Learning. ICC Workshops 2024: 1304-1309 - [c49]Sahan Liyanaarachchi
CAFe: Cost and Age aware Federated Learning. MobiHoc 2024: 404-409 - [c48]Petar Smolovic
TripletViNet: Mitigating Misinformation Video Spread Across Platforms. SCID@AsiaCCS 2024: 1 - [c47]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: 92-94 - [c46]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: 104-106 - [i28]Youyang Qu, Ming Ding, Nan Sun, Kanchana Thilakarathna, Tianqing Zhu, Dusit Niyato:
The Frontier of Data Erasure: Machine Unlearning for Large Language Models. CoRR abs/2403.15779 (2024) - [i27]Sahan Liyanaarachchi, Kanchana Thilakarathna, Sennur Ulukus:
CAFe: Cost and Age aware Federated Learning. CoRR abs/2405.15744 (2024) - [i26]Petar Smolovic, Thilini Dahanayaka, Kanchana Thilakarathna:
TripletViNet: Mitigating Misinformation Video Spread Across Platforms. CoRR abs/2407.10644 (2024) - [i25]Niousha Nazemi, Omid Tavallaie, Shuaijun Chen, Anna Maria Mandalari, Kanchana Thilakarathna, Ralph Holz, Hamed Haddadi, Albert Y. Zomaya:
ACCESS-FL: Agile Communication and Computation for Efficient Secure Aggregation in Stable Federated Learning Networks. CoRR abs/2409.01722 (2024) - [i24]Omid Tavallaie, Kanchana Thilakarathna, Suranga Seneviratne, Aruna Seneviratne, Albert Y. Zomaya:
SHFL: Secure Hierarchical Federated Learning Framework for Edge Networks. CoRR abs/2409.15067 (2024) - [i23]Kosta Dakic, Kanchana Thilakarathna, Rodrigo N. Calheiros, Teng Joon Lim:
Resource-Efficient Multiview Perception: Integrating Semantic Masking with Masked Autoencoders. CoRR abs/2410.04817 (2024) - 2023
- [j20]Yi Huang
Calibrated reconstruction based adversarial autoencoder model for novelty detection. Pattern Recognit. Lett. 169: 50-57 (2023) - [j19]Tiantong Wu
MapChain-D: A Distributed Blockchain for IIoT Data Storage and Communications. IEEE Trans. Ind. Informatics 19(9): 9766-9776 (2023) - [c45]Teng-Hui Huang
The Wyner Variational Autoencoder for Unsupervised Multi-Layer Wireless Fingerprinting. GLOBECOM 2023: 820-825 - [c44]Tiantong Wu, H. M. N. Dilum Bandara
FlexSplit: A Configurable, Privacy-Preserving Federated-Split Learning Framework. ICC Workshops 2023: 116-121 - [c43]Nirhoshan Sivaroopan, Chamara Madarasingha, Shashika Muramudalige, Guillaume Jourjon, Anura P. Jayasumana, Kanchana Thilakarathna:
SyNIG: Synthetic Network Traffic Generation through Time Series Imaging. LCN 2023: 1-9 - [e1]Sharief Oteafy, Eyuphan Bulut, Florian Tschorsch, Kanchana Thilakarathna:
48th IEEE Conference on Local Computer Networks, LCN 2023, Daytona Beach, FL, USA, October 1-5, 2023. IEEE 2023, ISBN 979-8-3503-0074-1 [contents] - [i22]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 abs/2303.15860 (2023) - [i21]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 abs/2310.04429 (2023) - [i20]Yanlong Li, Chamara Madarasingha, Kanchana Thilakarathna:
DiffPMAE: Diffusion Masked Autoencoders for Point Cloud Reconstruction. CoRR abs/2312.03298 (2023) - 2022
- [j18]Chamara Madarasingha
VideoTrain++: GAN-based adaptive framework for synthetic video traffic generation. Comput. Networks 206: 108785 (2022) - [j17]Ying Li
From traffic classes to content: A hierarchical approach for encrypted traffic classification. Comput. Networks 212: 109017 (2022) - [j16]Yi Huang
Task adaptive siamese neural networks for open-set recognition of encrypted network traffic with bidirectional dropout. Pattern Recognit. Lett. 159: 132-139 (2022) - [c42]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: 9892-9902 - [c41]Chamara Madarasingha
Edge assisted frame interpolation and super resolution for efficient 360-degree video delivery. MobiCom 2022: 856-858 - [c40]Chamara Madarasingha, Kanchana Thilakarathna, Albert Y. Zomaya:
OpCASH: Optimized Utilization of MEC Cache for 360-Degree Video Streaming with Dynamic Tiling. PerCom 2022: 34-43 - [i19]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 abs/2203.00680 (2022) - [i18]Amaya Dharmasiri, Dinithi Dissanayake, Mohamed Afham, Isuru Dissanayake, Ranga Rodrigo, Kanchana Thilakarathna:
3DLatNav: Navigating Generative Latent Spaces for Semantic-Aware 3D Object Manipulation. CoRR abs/2211.09770 (2022) - 2021
- [j15]Jaybie A. de Guzman
Unravelling Spatial Privacy Risks of Mobile Mixed Reality Data. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 5(1): 14:1-14:26 (2021) - [j14]Jinani Sooriyaarachchi
MusicID: A Brainwave-Based User Authentication System for Internet of Things. IEEE Internet Things J. 8(10): 8304-8313 (2021) - [j13]Chamara Kattadige
SETA++: Real-Time Scalable Encrypted Traffic Analytics in Multi-Gbps Networks. IEEE Trans. Netw. Serv. Manag. 18(3): 3244-3259 (2021) - [c39]Chamara Madarasingha
VASTile: Viewport Adaptive Scalable 360-Degree Video Frame Tiling. ACM Multimedia 2021: 4555-4563 - [c38]Chamara Kattadige
360NorVic: 360-degree video classification from mobile encrypted video traffic. NOSSDAV 2021: 58-65 - [c37]Amaya Dharmasiri, Chamara Kattadige
Viewport-aware dynamic 360° video segment categorization. NOSSDAV 2021: 114-121 - [c36]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: 177-182 - [c35]Chamara Kattadige
VideoTrain: A Generative Adversarial Framework for Synthetic Video Traffic Generation. WOWMOM 2021: 209-218 - [i17]Amaya Dharmasiri, Chamara Manoj Madarasingha Kattadige, Vincent Zhang, Kanchana Thilakarathna:
Viewport-Aware Dynamic 360° Video Segment Categorization. CoRR abs/2105.01701 (2021) - [i16]Chamara Kattadige, Aravindh Raman, Kanchana Thilakarathna, Andra Lutu, Diego Perino:
360NorVic: 360-Degree Video Classification from Mobile Encrypted Video Traffic. CoRR abs/2105.03611 (2021) - [i15]Chamara Kattadige, Kanchana Thilakarathna:
VAD360: Viewport Aware Dynamic 360-Degree Video Frame Tiling. CoRR abs/2105.11563 (2021) - [i14]Arpit Nama, Amaya Dharmasiri, Kanchana Thilakarathna, Albert Y. Zomaya, Jaybie Agullo de Guzman:
User configurable 3D object regeneration for spatial privacy. CoRR abs/2108.08273 (2021) - 2020
- [j12]Kwon Nung Choi, Harini Kolamunna, Akila Uyanwatta, Kanchana Thilakarathna
LoRadar: LoRa sensor network monitoring through passive packet sniffing. Comput. Commun. Rev. 50(4): 10-24 (2020) - [j11]Jaybie A. de Guzman
Security and Privacy Approaches in Mixed Reality: A Literature Survey. ACM Comput. Surv. 52(6): 110:1-110:37 (2020) - [c34]Kwon Nung Choi, Thilini Dahanayaka
Poster Abstract: Passive Activity Classification of Smart Homes through Wireless Packet Sniffing. IPSN 2020: 347-348 - [c33]Kwon Nung Choi, Achintha Wijesinghe
SETA: Scalable Encrypted Traffic Analytics in Multi-Gbps Networks. LCN 2020: 389-392 - [c32]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: 728-741 - [i13]Jaybie A. de Guzman, Kanchana Thilakarathna, Aruna Seneviratne:
Conservative Plane Releasing for Spatial Privacy Protection in Mixed Reality. CoRR abs/2004.08029 (2020) - [i12]Jinani Sooriyaarachchi, Suranga Seneviratne, Kanchana Thilakarathna, Albert Y. Zomaya:
MusicID: A Brainwave-based User Authentication System for Internet of Things. CoRR abs/2006.01751 (2020) - [i11]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: 261 (2020)
2010 – 2019
- 2019
- [j10]Yining Hu
A Delay-Tolerant Payment Scheme Based on the Ethereum Blockchain. IEEE Access 7: 33159-33172 (2019) - [j9]Harini Kolamunna
Seamless Resource Sharing in Wearable Networks by Application Function Virtualization. IEEE Trans. Mob. Comput. 18(6): 1393-1406 (2019) - [j8]Fangzhou Jiang
uStash: A Novel Mobile Content Delivery System for Improving User QoE in Public Transport. IEEE Trans. Mob. Comput. 18(6): 1447-1460 (2019) - [c31]Benjamin Zi Hao Zhao, Muhammad Ikram
A Decade of Mal-Activity Reporting: A Retrospective Analysis of Internet Malicious Activity Blacklists. AsiaCCS 2019: 193-205 - [c30]Jaybie A. de Guzman
A First Look into Privacy Leakage in 3D Mixed Reality Data. ESORICS (1) 2019: 149-169 - [c29]Jaybie A. de Guzman
SafeMR: Privacy-aware Visual Information Protection for Mobile Mixed Reality. LCN 2019: 254-257 - [c28]Yongjian Zhao
Fine Grained Group Gesture Detection Using Smartwatches. MDM 2019: 521-526 - [c27]Yongjian Zhao
Fine Grained Group Gesture Detection Using Wearable Devices. HotMobile 2019: 179 - [i10]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 abs/1904.10629 (2019) - [i9]Yining Hu, Suranga Seneviratne, Kanchana Thilakarathna, Kensuke Fukuda, Aruna Seneviratne:
Characterizing and Detecting Money Laundering Activities on the Bitcoin Network. CoRR abs/1912.12060 (2019) - 2018
- [c26]Marjan Moradi, Kanchana Thilakarathna
Impact of Device Population on Beam Alignment Performance of 802.11ad. GLOBECOM Workshops 2018: 1-6 - [c25]Kumara Kahatapitiya, Chamod Weerasinghe, Jinal Jayawardhana, Hiranya Kuruppu, Kanchana Thilakarathna
Low-power step counting paired with electromagnetic energy harvesting for wearables. UbiComp 2018: 218-219 - [c24]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: 77-83 - [c23]Ashanie Gunathillake, Kanchana Thilakarathna
Topology Preserving Map for Wireless Sensor Networks Equipped with Directional Antennas. LCN 2018: 175-183 - [c22]Harini Kolamunna, Kanchana Thilakarathna
Maximizing the Wearable Network Lifetime through Virtualized Application Function Chaining. LCN 2018: 226-234 - [c21]Ying Li, Yi Huang
Deep Content: Unveiling Video Streaming Content from Encrypted WiFi Traffic. NCA 2018: 1-8 - [c20]Ahsan Manzoor
Demo: A Delay-Tolerant Payment Scheme on the Ethereum Blockchain. WOWMOM 2018: 14-16 - [i8]Yining Hu, Ahsan Manzoor, Parinya Ekparinya, Madhusanka Liyanage
A Delay-Tolerant Payment Scheme Based on the Ethereum Blockchain. CoRR abs/1801.10295 (2018) - [i7]Jaybie A. de Guzman
Security and Privacy Approaches in Mixed Reality: A Literature Survey. CoRR abs/1802.05797 (2018) - [i6]Harini Kolamunna, Kanchana Thilakarathna, Aruna Seneviratne:
Virtualized Application Function Chaining: Maximizing the Wearable System Lifetime. CoRR abs/1804.00739 (2018) - [i5]Yining Hu, Madhusanka Liyanage
The Use of Smart Contracts and Challenges. CoRR abs/1810.04699 (2018) - 2017
- [j7]Kanchana Thilakarathna
A deep dive into location-based communities in social discovery networks. Comput. Commun. 100: 78-90 (2017) - [j6]Kanchana Thilakarathna
Crowd-Cache: Leveraging on spatio-temporal correlation in content popularity for mobile networking in proximity. Comput. Commun. 100: 104-117 (2017) - [j5]Suranga Seneviratne, Yining Hu, Tham Nguyen
A Survey of Wearable Devices and Challenges. IEEE Commun. Surv. Tutorials 19(4): 2573-2620 (2017) - [j4]Harini Kolamunna
Are Wearables Ready for Secure and Direct Internet Communication? GetMobile Mob. Comput. Commun. 21(3): 5-10 (2017) - [j3]Kanchana Thilakarathna
Design and Analysis of an Efficient Friend-to-Friend Content Dissemination System. IEEE Trans. Mob. Comput. 16(3): 702-715 (2017) - [c19]Md Shahzamal, Raja Jurdak
Airborne Disease Propagation on Large Scale Social Contact Networks. SocialSens@CPSWeek 2017: 35-40 - [c18]Fangzhou Jiang, Lei Zhong, Kanchana Thilakarathna
Supercharging Crowd Dynamics Estimation in Disasters via Spatio-Temporal Deep Neural Network. DSAA 2017: 184-192 - [c17]Harini Kolamunna
Are Wearables Ready for HTTPS? On the Potential of Direct Secure Communication on Wearables. LCN 2017: 321-329 - [c16]Ashanie Gunathillake, Marjan Moradi, Kanchana Thilakarathna
Topology Maps for 3D Millimeter Wave Sensor Networks with Directional Antennas. LCN 2017: 453-461 - [c15]Benoy Varghese, Guillaume Jourjon, Kanchana Thilakarathna, Aruna Seneviratne
e-DASH: Modelling an energy-aware DASH player. WoWMoM 2017: 1-9 - [c14]Fangzhou Jiang, Kanchana Thilakarathna
Efficient Content Distribution in DOOH Advertising Networks Exploiting Urban Geo-Social Connectivity. WWW (Companion Volume) 2017: 1363-1370 - [i4]David B. Smith, Kanchana Thilakarathna, Mohamed Ali Kâafar:
More Flexible Differential Privacy: The Application of Piecewise Mixture Distributions in Query Release. CoRR abs/1707.01189 (2017) - [i3]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 abs/1708.04078 (2017) - [i2]Harini Kolamunna, Kanchana Thilakarathna, Diego Perino, Dwight J. Makaroff, Aruna Seneviratne:
Seamless Resources Sharing in Wearable Networks by Application Function Virtualization. CoRR abs/1711.08495 (2017) - 2016
- [c13]Harini Kolamunna
AFit: adaptive fitness tracking by application function virtualization. UbiComp Adjunct 2016: 309-312 - [c12]Harini Kolamunna
AFV: enabling application function virtualization and scheduling in wearable networks. UbiComp 2016: 981-991 - [c11]Fangzhou Jiang, Zhi Liu, Kanchana Thilakarathna
TransFetch: A Viewing Behavior Driven Video Distribution Framework in Public Transport. LCN 2016: 147-155 - [c10]Fangzhou Jiang, Kanchana Thilakarathna
uDrop: Pushing drop-box to the edge of mobile network. PerCom Workshops 2016: 1-3 - [i1]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 abs/1608.04180 (2016) - 2015
- [c9]Fangzhou Jiang, Kanchana Thilakarathna
A Spatio-Temporal Analysis of Mobile Internet Traffic in Public Transportation Systems: A View of Web Browsing from The Bus. CHANTS@MobiCom 2015: 37-42 - 2014
- [j2]Kanchana Thilakarathna
User generated content dissemination in mobile social networks through infrastructure supported content replication. Pervasive Mob. Comput. 11: 132-147 (2014) - [j1]Kanchana Thilakarathna
MobiTribe: Cost Efficient Distributed User Generated Content Sharing on Smartphones. IEEE Trans. Mob. Comput. 13(9): 2058-2070 (2014) - [c8]Kanchana Thilakarathna
Demo: Crowd-cache - popular content for free. MobiSys 2014: 358-359 - [c7]Kanchana Thilakarathna
Demo: Yalut - user-centric social networking overlay. MobiSys 2014: 360-361 - 2013
- [c6]Aruna Seneviratne, Kanchana Thilakarathna
Reconciling bitter rivals: Towards privacy-aware and bandwidth efficient mobile Ads delivery networks. COMSNETS 2013: 1-10 - [c5]Kanchana Thilakarathna
Mobile social networking through friend-to-friend opportunistic content dissemination. MobiHoc 2013: 263-266 - [c4]Kanchana Thilakarathna
MobiTribe: Enabling device centric social networking on smart mobile devices. SECON 2013: 230-232 - 2012
- [c3]Kanchana Thilakarathna
Enabling mobile distributed social networking on smartphones. MSWiM 2012: 357-366 - 2011
- [c2]Aruna Seneviratne
Moving from clouds to mobile clouds to satisfy the demand of mobile user generated content. IEEE ANTS 2011: 1-4 - [c1]Kanchana Thilakarathna
Performance of content replication in MobiTribe: A distributed architecture for mobile UGC sharing. LCN 2011: 554-562
Coauthor Index
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