Suranga Seneviratne

Publication Activity (10 Years)

Years Active: 2013-2025
Publications (10 Years): 68

Top Topics

Grassmann Manifold

Top Venues

Comput. Networks

IEEE Internet Things J.

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)
Charika De Alvis, Suranga Seneviratne
A Survey of Deep Long-Tail Classification Advancements. CoRR (2024)
Dishanika Denipitiyage, B. Silva, K. Gunathilaka, Suranga Seneviratne, Anirban Mahanti, Aruna Seneviratne, Sanjay Chawla
Detecting and Characterising Mobile App Metamorphosis in Google Play Store. 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)
Fariza Rashid, Ben Doyle, Soyeon Caren Han, Suranga Seneviratne
Phishing URL detection generalisation using Unsupervised Domain Adaptation. Comput. Networks 245 (2024)
Ravin Gunawardena, Sandani Jayawardena, Suranga Seneviratne, Rahat Masood, Salil S. Kanhere
Single-Sensor Sparse Adversarial Perturbation Attacks Against Behavioral Biometrics. IEEE Internet Things J. 11 (16) (2024)
Naveen Karunanayake, Ravin Gunawardena, Suranga Seneviratne, Sanjay Chawla
Out-of-Distribution Data: An Acquaintance of Adversarial Examples - A Survey. CoRR (2024)
Tung-Anh Nguyen, Long Tan Le, Tuan Dung Nguyen, Wei Bao, Suranga Seneviratne, Choong Seon Hong, Nguyen Hoang Tran
Federated PCA on Grassmann Manifold for IoT Anomaly Detection. CoRR (2024)
Naveen Karunanayake, Suranga Seneviratne, Sanjay Chawla
ExCeL : Combined Extreme and Collective Logit Information for Enhancing Out-of-Distribution Detection. CoRR (2023)
Ravin Gunawardena, Yuemeng Yin, Yi Huang, Rahat Masood, Suranga Seneviratne, Imran Razzak, Nguyen Tran, Aruna Seneviratne
Usability of Privacy Controls in Top Health Websites. CoRR (2023)
Yiyan Wang, Thilini Dahanayaka, Guillaume Jourjon, Suranga Seneviratne
POSTER: Performance Characterization of Binarized Neural Networks in Traffic Fingerprinting. AsiaCCS (2023)
Charika De Alvis, Dishanika Denipitiyage, Suranga Seneviratne
Long-Tail Learning with Rebalanced Contrastive Loss. CoRR (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)
Oshan Jayawardena, Fariza Rashid, Suranga Seneviratne
Non-Contrastive Learning-based Behavioural Biometrics for Smart IoT Devices. Q2SWinet (2023)
Thilini Dahanayaka, Yasod Ginige, Yi Huang, Guillaume Jourjon, Suranga Seneviratne
Robust open-set classification for encrypted traffic fingerprinting. Comput. Networks 236 (2023)
Tham Nguyen, Naveen Karunanayake, Sicong Wang, Suranga Seneviratne, Peizhao Hu
Privacy-preserving spam filtering using homomorphic and functional encryption. Comput. Commun. 197 (2023)
Naveen Karunanayake, Jathushan Rajasegaran, Ashanie Gunathillake, Suranga Seneviratne, Guillaume Jourjon
A Multi-Modal Neural Embeddings Approach for Detecting Mobile Counterfeit Apps: A Case Study on Google Play Store. IEEE Trans. Mob. Comput. 21 (1) (2022)
Thilini Dahanayaka, Guillaume Jourjon, Suranga Seneviratne
Dissecting traffic fingerprinting CNNs with filter activations. Comput. Networks 206 (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)
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)
Oshan Jayawardana, Fariza Rashid, Suranga Seneviratne
Non-Contrastive Learning-based Behavioural Biometrics for Smart IoT Devices. CoRR (2022)
Thilini Dahanayaka, Zhiyi Wang, Guillaume Jourjon, Suranga Seneviratne
Inline Traffic Analysis Attacks on DNS over HTTPS. LCN (2022)
Jiawei Zhao, Rahat Masood, Suranga Seneviratne
A Review of Computer Vision Methods in Network Security. IEEE Commun. Surv. Tutorials 23 (3) (2021)
Alexander Vaskevich, Thilini Dahanayaka, Guillaume Jourjon, Suranga Seneviratne
SMAUG: Streaming Media Augmentation Using CGANs as a Defence Against Video Fingerprinting. NCA (2021)
Yizhou Yang, David Smith, Jathushan Rajasegaran, Suranga Seneviratne
Power Control for Body Area Networks: Accurate Channel Prediction by Lightweight Deep Learning. IEEE Internet Things J. 8 (5) (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)
Harini Kolamunna, Thilini Dahanayaka, Junye Li, Suranga Seneviratne, Kanchana Thilakaratne, Albert Y. Zomaya, Aruna Seneviratne
DronePrint: Acoustic Signatures for Open-set Drone Detection and Identification with Online Data. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 5 (1) (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)
Weixian Yao, Yexuan Li, Weiye Lin, Tianhui Hu, Imran Chowdhury, Rahat Masood, Suranga Seneviratne
Security Apps under the Looking Glass: An Empirical Analysis of Android Security Apps. CoRR (2020)
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)
Zainab Abaid, Arash Shaghaghi, Ravin Gunawardena, Suranga Seneviratne, Aruna Seneviratne, Sanjay Jha
Health Access Broker: Secure, Patient-Controlled Management of Personal Health Records in the Cloud. CISIS (2020)
Naveen Karunanayake, Jathushan Rajasegaran, Ashanie Gunathillake, Suranga Seneviratne, Guillaume Jourjon
A Multi-modal Neural Embeddings Approach for Detecting Mobile Counterfeit Apps: A Case Study on Google Play Store. CoRR (2020)
Thilini Dahanayaka, Guillaume Jourjon, Suranga Seneviratne
Understanding Traffic Fingerprinting CNNs. LCN (2020)
Jinani Sooriyaarachchi, Suranga Seneviratne, Kanchana Thilakarathna, Albert Y. Zomaya
MusicID: A Brainwave-based User Authentication System for Internet of Things. CoRR (2020)
Weixian Yao, Yexuan Li, Weiye Lin, Tianhui Hu, Imran Chowdhury, Rahat Masood, Suranga Seneviratne
Security Apps under the Looking Glass: An Empirical Analysis of Android Security Apps. LCN (2020)
Sicong Wang, Naveen Karunanayake, Tham Nguyen, Suranga Seneviratne
Privacy-Preserving Spam Filtering using Functional Encryption. CoRR (2020)
Jung-Chang Liou, Sajal Jain, Sooraj Randhir Singh, Dhit Taksinwarajan, Suranga Seneviratne
Side-channel information leaks of Z-wave smart home IoT devices: demo abstract. SenSys (2020)
Jiawei Zhao, Rahat Masood, Suranga Seneviratne
A Review of Computer Vision Methods in Network Security. CoRR (2020)
Kalana Abeywardena, Jiawei Zhao, Lexi Brent, Suranga Seneviratne, Ralph Holz
Triplet Mining-based Phishing Webpage Detection. LCN (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)
Namalka Liyanage, Kalana Abeywardena, Sakila S. Jayaweera, Chamith Wijenayake, Chamira U. S. Edussooriya, Suranga Seneviratne
Making Sense of Occluded Scenes using Light Field Pre-processing and Deep-learning. TENCON (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)
Zainab Abaid, Arash Shaghaghi, Ravin Gunawardena, Suranga Seneviratne, Aruna Seneviratne, Sanjay Jha
Health Access Broker: Secure, Patient-Controlled Management of Personal Health Records in the Cloud. CoRR (2020)
Mosarrat Jahan, Suranga Seneviratne, Partha Sarathi Roy, Kouichi Sakurai, Aruna Seneviratne, Sanjay K. Jha
Light weight and fine-grained access mechanism for secure access to outsourced data. Concurr. Comput. Pract. Exp. 31 (23) (2019)
Jathushan Rajasegaran, Naveen Karunanayake, Ashanie Gunathillake, Suranga Seneviratne, Guillaume Jourjon
A Multi-modal Neural Embeddings Approach for Detecting Mobile Counterfeit Apps. WWW (2019)
Vinoj Jayasundara, Sandaru Jayasekara, Hirunima Jayasekara, Jathushan Rajasegaran, Suranga Seneviratne, Ranga Rodrigo
TextCaps : Handwritten Character Recognition with Very Small Datasets. CoRR (2019)
Hirunima Jayasekara, Vinoj Jayasundara, Jathushan Rajasegaran, Sandaru Jayasekara, Suranga Seneviratne, Ranga Rodrigo
TimeCaps: Capturing Time Series Data with Capsule Networks. CoRR (2019)
Yining Hu, Suranga Seneviratne, Kanchana Thilakarathna, Kensuke Fukuda, Aruna Seneviratne
Characterizing and Detecting Money Laundering Activities on the Bitcoin Network. CoRR (2019)
Vinoj Jayasundara, Sandaru Jayasekara, Hirunima Jayasekara, Jathushan Rajasegaran, Suranga Seneviratne, Ranga Rodrigo
TextCaps: Handwritten Character Recognition With Very Small Datasets. WACV (2019)
Jathushan Rajasegaran, Vinoj Jayasundara, Sandaru Jayasekara, Hirunima Jayasekara, Suranga Seneviratne, Ranga Rodrigo
DeepCaps: Going Deeper with Capsule Networks. CoRR (2019)
Jathushan Rajasegaran, Vinoj Jayasundara, Sandaru Jayasekara, Hirunima Jayasekara, Suranga Seneviratne, Ranga Rodrigo
DeepCaps: Going Deeper With Capsule Networks. CVPR (2019)
Yizhou Yang, David B. Smith, Suranga Seneviratne
Deep Learning Channel Prediction for Transmit Power Control in Wireless Body Area Networks. ICC (2019)
Jagmohan Chauhan, Suranga Seneviratne, Yining Hu, Archan Misra, Aruna Seneviratne, Youngki Lee
Breathing-Based Authentication on Resource-Constrained IoT Devices using Recurrent Neural Networks. Computer 51 (5) (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)
Jagmohan Chauhan, Jathushan Rajasegaran, Suranga Seneviratne, Archan Misra, Aruna Seneviratne, Youngki Lee
Performance Characterization of Deep Learning Models for Breathing-based Authentication on Resource-Constrained Devices. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 2 (4) (2018)
Madhusanka Liyanage, Jukka Salo, An Braeken, Tanesh Kumar, Suranga Seneviratne, Mika Ylianttila
5G Privacy: Scenarios and Solutions. 5G World Forum (2018)
Jathushan Rajasegaran, Suranga Seneviratne, Guillaume Jourjon
A Neural Embeddings Approach for Detecting Mobile Counterfeit Apps. CoRR (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)
Mosarrat Jahan, Suranga Seneviratne, Ben Chu, Aruna Seneviratne, Sanjay K. Jha
Privacy preserving data access scheme for IoT devices. NCA (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)
Jagmohan Chauhan, Suranga Seneviratne, Yining Hu, Archan Misra, Aruna Seneviratne, Youngki Lee
BreathRNNet: Breathing Based Authentication on Resource-Constrained IoT Devices using RNNs. CoRR (2017)
Suranga Seneviratne, Aruna Seneviratne, Mohamed Ali Kâafar, Anirban Mahanti, Prasant Mohapatra
Spam Mobile Apps: Characteristics, Detection, and in the Wild Analysis. ACM Trans. Web 11 (1) (2017)
Didi Surian, Suranga Seneviratne, Aruna Seneviratne, Sanjay Chawla
App Miscategorization Detection: A Case Study on Google Play. IEEE Trans. Knowl. Data Eng. 29 (8) (2017)
Jagmohan Chauhan, Yining Hu, Suranga Seneviratne, Archan Misra, Aruna Seneviratne, Youngki Lee
BreathPrint: Breathing Acoustics-based User Authentication. MobiSys (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)
Jagmohan Chauhan, Suranga Seneviratne, Mohamed Ali Kâafar, Anirban Mahanti, Aruna Seneviratne
Characterization of early smartwatch apps. PerCom Workshops (2016)
Muhammad Ikram, Narseo Vallina-Rodriguez, Suranga Seneviratne, Mohamed Ali Kâafar, Vern Paxson
An Analysis of the Privacy and Security Risks of Android VPN Permission-enabled Apps. Internet Measurement Conference (2016)
Suranga Seneviratne, Aruna Seneviratne, Mohamed Ali Kâafar, Anirban Mahanti, Prasant Mohapatra
Early Detection of Spam Mobile Apps. WWW (2015)
Suranga Seneviratne, Fangzhou Jiang, Mathieu Cunche, Aruna Seneviratne
SSIDs in the wild: Extracting semantic information from WiFi SSIDs. LCN (2015)
Suranga Seneviratne, Harini Kolamunna, Aruna Seneviratne
A measurement study of tracking in paid mobile applications. WISEC (2015)
Suranga Seneviratne, Aruna Seneviratne, Prasant Mohapatra, Anirban Mahanti
Predicting user traits from a snapshot of apps installed on a smartphone. ACM SIGMOBILE Mob. Comput. Commun. Rev. 18 (2) (2014)
Suranga Seneviratne, Aruna Seneviratne, Prasant Mohapatra, Anirban Mahanti
Your Installed Apps Reveal Your Gender and More! ACM SIGMOBILE Mob. Comput. Commun. Rev. 18 (3) (2014)
Suranga Seneviratne, Aruna Seneviratne, Prasant Mohapatra, Anirban Mahanti
Your installed apps reveal your gender and more! SPME@MobiCom (2014)
Suranga Seneviratne, Aruna Seneviratne, Prasant Mohapatra, Pierre-Ugo Tournoux
Characterizing WiFi connection and its impact on mobile users: practical insights. WiNTECH@MobiCom (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)