Suranga Seneviratne

According to our database, Suranga Seneviratne authored at least 58 papers between 2013 and 2023.

Collaborative distances:

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

2023

Robust open-set classification for encrypted traffic fingerprinting.

Thilini Dahanayaka, Yasod Ginige, Yi Huang, Guillaume Jourjon, Suranga Seneviratne

Comput. Networks, November, 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

Long-Tail Learning with Rebalanced Contrastive Loss.

Charika De Alvis, Dishanika Denipitiyage, Suranga Seneviratne

CoRR, 2023

ExCeL : Combined Extreme and Collective Logit Information for Enhancing Out-of-Distribution Detection.

Naveen Karunanayake, Suranga Seneviratne, Sanjay Chawla

CoRR, 2023

Usability of Privacy Controls in Top Health Websites.

Ravin Gunawardena, Yuemeng Yin, Yi Huang, Rahat Masood, Suranga Seneviratne, Imran Razzak, Nguyen Tran, Aruna Seneviratne

CoRR, 2023

Privacy-preserving spam filtering using homomorphic and functional encryption.

Tham Nguyen, Naveen Karunanayake, Sicong Wang, Suranga Seneviratne, Peizhao Hu

Comput. Commun., 2023

Non-Contrastive Learning-based Behavioural Biometrics for Smart IoT Devices.

Oshan Jayawardena, Fariza Rashid, Suranga Seneviratne

Proceedings of the 19th ACM International Symposium on QoS and Security for Wireless and Mobile Networks, 2023

POSTER: Performance Characterization of Binarized Neural Networks in Traffic Fingerprinting.

Yiyan Wang, Thilini Dahanayaka, Guillaume Jourjon, Suranga Seneviratne

Proceedings of the 2023 ACM Asia Conference on Computer and Communications Security, 2023

2022

A Multi-Modal Neural Embeddings Approach for Detecting Mobile Counterfeit Apps: A Case Study on Google Play Store.

Naveen Karunanayake, Jathushan Rajasegaran, Ashanie Gunathillake, Suranga Seneviratne, Guillaume Jourjon

IEEE Trans. Mob. Comput., 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

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

Dissecting traffic fingerprinting CNNs with filter activations.

Thilini Dahanayaka, Guillaume Jourjon, Suranga Seneviratne

Comput. Networks, 2022

Inline Traffic Analysis Attacks on DNS over HTTPS.

Thilini Dahanayaka, Zhiyi Wang, Guillaume Jourjon, Suranga Seneviratne

Proceedings of the 47th IEEE Conference on Local Computer Networks, 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

Power Control for Body Area Networks: Accurate Channel Prediction by Lightweight Deep Learning.

Yizhou Yang, David Smith, Jathushan Rajasegaran, Suranga Seneviratne

IEEE Internet Things J., 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

DronePrint: Acoustic Signatures for Open-set Drone Detection and Identification with Online Data.

Harini Kolamunna, Thilini Dahanayaka, Junye Li, Suranga Seneviratne, Kanchana Thilakaratne, Albert Y. Zomaya, Aruna Seneviratne

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

A Review of Computer Vision Methods in Network Security.

Jiawei Zhao, Rahat Masood, Suranga Seneviratne

IEEE Commun. Surv. Tutorials, 2021

SMAUG: Streaming Media Augmentation Using CGANs as a Defence Against Video Fingerprinting.

Alexander Vaskevich, Thilini Dahanayaka, Guillaume Jourjon, Suranga Seneviratne

Proceedings of the 20th IEEE International Symposium on Network Computing and Applications, 2021

2020

Privacy-Preserving Spam Filtering using Functional Encryption.

Sicong Wang, Naveen Karunanayake, Tham Nguyen, Suranga 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

Making Sense of Occluded Scenes using Light Field Pre-processing and Deep-learning.

Namalka Liyanage, Kalana Abeywardena, Sakila S. Jayaweera, Chamith Wijenayake, Chamira U. S. Edussooriya, Suranga Seneviratne

Proceedings of the 2020 IEEE Region 10 Conference, 2020

Side-channel information leaks of Z-wave smart home IoT devices: demo abstract.

Jung-Chang Liou, Sajal Jain, Sooraj Randhir Singh, Dhit Taksinwarajan, Suranga Seneviratne

Proceedings of the SenSys '20: The 18th ACM Conference on Embedded Networked Sensor Systems, 2020

Security Apps under the Looking Glass: An Empirical Analysis of Android Security Apps.

Weixian Yao, Yexuan Li, Weiye Lin, Tianhui Hu, Imran Chowdhury, Rahat Masood, Suranga Seneviratne

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

Understanding Traffic Fingerprinting CNNs.

Thilini Dahanayaka, Guillaume Jourjon, Suranga Seneviratne

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

Triplet Mining-based Phishing Webpage Detection.

Kalana Abeywardena, Jiawei Zhao, Lexi Brent, Suranga Seneviratne, Ralph Holz

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

Health Access Broker: Secure, Patient-Controlled Management of Personal Health Records in the Cloud.

Zainab Abaid, Arash Shaghaghi, Ravin Gunawardena, Suranga Seneviratne, Aruna Seneviratne, Sanjay Jha

Proceedings of the 13th International Conference on Computational Intelligence in Security for Information Systems, 2020

2019

Characterizing and Detecting Money Laundering Activities on the Bitcoin Network.

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

CoRR, 2019

TimeCaps: Capturing Time Series Data with Capsule Networks.

Hirunima Jayasekara, Vinoj Jayasundara, Jathushan Rajasegaran, Sandaru Jayasekara, Suranga Seneviratne, Ranga Rodrigo

CoRR, 2019

Light weight and fine-grained access mechanism for secure access to outsourced data.

Mosarrat Jahan, Suranga Seneviratne, Partha Sarathi Roy, Kouichi Sakurai, Aruna Seneviratne, Sanjay K. Jha

Concurr. Comput. Pract. Exp., 2019

A Multi-modal Neural Embeddings Approach for Detecting Mobile Counterfeit Apps.

Jathushan Rajasegaran, Naveen Karunanayake, Ashanie Gunathillake, Suranga Seneviratne, Guillaume Jourjon

Proceedings of the World Wide Web Conference, 2019

TextCaps: Handwritten Character Recognition With Very Small Datasets.

Vinoj Jayasundara, Sandaru Jayasekara, Hirunima Jayasekara, Jathushan Rajasegaran, Suranga Seneviratne, Ranga Rodrigo

Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2019

Deep Learning Channel Prediction for Transmit Power Control in Wireless Body Area Networks.

Yizhou Yang, David B. Smith, Suranga Seneviratne

Proceedings of the 2019 IEEE International Conference on Communications, 2019

DeepCaps: Going Deeper With Capsule Networks.

Jathushan Rajasegaran, Vinoj Jayasundara, Sandaru Jayasekara, Hirunima Jayasekara, Suranga Seneviratne, Ranga Rodrigo

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

2018

Performance Characterization of Deep Learning Models for Breathing-based Authentication on Resource-Constrained Devices.

Jagmohan Chauhan, Jathushan Rajasegaran, Suranga Seneviratne, Archan Misra, Aruna Seneviratne, Youngki Lee

Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2018

A Neural Embeddings Approach for Detecting Mobile Counterfeit Apps.

Jathushan Rajasegaran, Suranga Seneviratne, Guillaume Jourjon

CoRR, 2018

Breathing-Based Authentication on Resource-Constrained IoT Devices using Recurrent Neural Networks.

Jagmohan Chauhan, Suranga Seneviratne, Yining Hu, Archan Misra, Aruna Seneviratne, Youngki Lee

Computer, 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

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

5G Privacy: Scenarios and Solutions.

Madhusanka Liyanage, Jukka Salo, An Braeken, Tanesh Kumar, Suranga Seneviratne, Mika Ylianttila

Proceedings of the IEEE 5G World Forum, 2018

2017

Spam Mobile Apps: Characteristics, Detection, and in the Wild Analysis.

Suranga Seneviratne, Aruna Seneviratne, Mohamed Ali Kâafar, Anirban Mahanti, Prasant Mohapatra

ACM Trans. Web, 2017

App Miscategorization Detection: A Case Study on Google Play.

Didi Surian, Suranga Seneviratne, Aruna Seneviratne, Sanjay Chawla

IEEE Trans. Knowl. Data Eng., 2017

BreathRNNet: Breathing Based Authentication on Resource-Constrained IoT Devices using RNNs.

Jagmohan Chauhan, Suranga Seneviratne, Yining Hu, Archan Misra, Aruna Seneviratne, Youngki Lee

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

Privacy preserving data access scheme for IoT devices.

Mosarrat Jahan, Suranga Seneviratne, Ben Chu, Aruna Seneviratne, Sanjay K. Jha

Proceedings of the 16th IEEE International Symposium on Network Computing and Applications, 2017

BreathPrint: Breathing Acoustics-based User Authentication.

Jagmohan Chauhan, Yining Hu, Suranga Seneviratne, Archan Misra, Aruna Seneviratne, Youngki Lee

Proceedings of the 15th Annual International Conference on Mobile Systems, 2017

2016

Characterization of early smartwatch apps.

Jagmohan Chauhan, Suranga Seneviratne, Mohamed Ali Kâafar, Anirban Mahanti, Aruna Seneviratne

Proceedings of the 2016 IEEE International Conference on Pervasive Computing and Communication Workshops, 2016

An Analysis of the Privacy and Security Risks of Android VPN Permission-enabled Apps.

Muhammad Ikram, Narseo Vallina-Rodriguez, Suranga Seneviratne, Mohamed Ali Kâafar, Vern Paxson

Proceedings of the 2016 ACM on Internet Measurement Conference, 2016

2015

Early Detection of Spam Mobile Apps.

Suranga Seneviratne, Aruna Seneviratne, Mohamed Ali Kâafar, Anirban Mahanti, Prasant Mohapatra

Proceedings of the 24th International Conference on World Wide Web, 2015

A measurement study of tracking in paid mobile applications.

Suranga Seneviratne, Harini Kolamunna, Aruna Seneviratne

Proceedings of the 8th ACM Conference on Security & Privacy in Wireless and Mobile Networks, 2015

SSIDs in the wild: Extracting semantic information from WiFi SSIDs.

Suranga Seneviratne, Fangzhou Jiang, Mathieu Cunche, Aruna Seneviratne

Proceedings of the 40th IEEE Conference on Local Computer Networks, 2015

2014

Your Installed Apps Reveal Your Gender and More!

Suranga Seneviratne, Aruna Seneviratne, Prasant Mohapatra, Anirban Mahanti

ACM SIGMOBILE Mob. Comput. Commun. Rev., 2014

Predicting user traits from a snapshot of apps installed on a smartphone.

Suranga Seneviratne, Aruna Seneviratne, Prasant Mohapatra, Anirban Mahanti

ACM SIGMOBILE Mob. Comput. Commun. Rev., 2014

2013

Characterizing WiFi connection and its impact on mobile users: practical insights.

Suranga Seneviratne, Aruna Seneviratne, Prasant Mohapatra, Pierre-Ugo Tournoux

Proceedings of the 8th ACM International Workshop on Wireless Network Testbeds, 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