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2020 – today
- 2025
[c33]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
- [j25]Fariza Rashid, Ben Doyle, Soyeon Caren Han
, Suranga Seneviratne:
Phishing URL detection generalisation using Unsupervised Domain Adaptation. Comput. Networks 245: 110398 (2024) - [j24]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): 27303-27321 (2024) - [j23]Tung-Anh Nguyen, Long Tan Le, Tuan Dung Nguyen, Wei Bao, Suranga Seneviratne, Choong Seon Hong, Nguyen H. Tran:
Federated PCA on Grassmann Manifold for IoT Anomaly Detection. IEEE/ACM Trans. Netw. 32(5): 4456-4471 (2024) - [c32]Long Tan Le, Tuan Dung Nguyen, Tung-Anh Nguyen, Choong Seon Hong, Suranga Seneviratne, Wei Bao, Nguyen H. Tran:
Federated Deep Equilibrium Learning: Harnessing Compact Global Representations to Enhance Personalization. CIKM 2024: 1132-1142 - [c31]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 - [c30]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 - [i23]Naveen Karunanayake, Ravin Gunawardena, Suranga Seneviratne, Sanjay Chawla:
Out-of-Distribution Data: An Acquaintance of Adversarial Examples - A Survey. CoRR abs/2404.05219 (2024) - [i22]Charika De Alvis, Suranga Seneviratne:
A Survey of Deep Long-Tail Classification Advancements. CoRR abs/2404.15593 (2024) - [i21]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 abs/2407.07421 (2024) - [i20]Dishanika Denipitiyage, Bhanuka Silva, K. Gunathilaka, Suranga Seneviratne, Anirban Mahanti, Aruna Seneviratne, Sanjay Chawla:
Detecting and Characterising Mobile App Metamorphosis in Google Play Store. CoRR abs/2407.14565 (2024) - [i19]Fariza Rashid, Nishavi Ranaweera, Ben Doyle, Suranga Seneviratne:
LLMs are One-Shot URL Classifiers and Explainers. CoRR abs/2409.14306 (2024) - [i18]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) - [i17]Bhanuka Silva, Dishanika Denipitiyage, Suranga Seneviratne, Anirban Mahanti, Aruna Seneviratne:
Entailment-Driven Privacy Policy Classification with LLMs. CoRR abs/2409.16621 (2024) - 2023
- [j22]Thilini Dahanayaka, Yasod Ginige, Yi Huang, Guillaume Jourjon, Suranga Seneviratne:
Robust open-set classification for encrypted traffic fingerprinting. Comput. Networks 236: 109991 (2023) - [j21]Tham Nguyen, Naveen Karunanayake, Sicong Wang, Suranga Seneviratne, Peizhao Hu:
Privacy-preserving spam filtering using homomorphic and functional encryption. Comput. Commun. 197: 230-241 (2023) - [j20]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: 50-57 (2023) - [c29]Yiyan Wang, Thilini Dahanayaka, Guillaume Jourjon, Suranga Seneviratne:
POSTER: Performance Characterization of Binarized Neural Networks in Traffic Fingerprinting. AsiaCCS 2023: 1034-1036 - [c28]Oshan Jayawardena, Fariza Rashid, Suranga Seneviratne:
Non-Contrastive Learning-based Behavioural Biometrics for Smart IoT Devices. Q2SWinet 2023: 69-78 - [i16]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 abs/2303.01838 (2023) - [i15]Naveen Karunanayake, Suranga Seneviratne, Sanjay Chawla:
ExCeL : Combined Extreme and Collective Logit Information for Enhancing Out-of-Distribution Detection. CoRR abs/2311.14754 (2023) - [i14]Charika De Alvis, Dishanika Denipitiyage, Suranga Seneviratne:
Long-Tail Learning with Rebalanced Contrastive Loss. CoRR abs/2312.01753 (2023) - 2022
- [j19]Thilini Dahanayaka, Guillaume Jourjon, Suranga Seneviratne:
Dissecting traffic fingerprinting CNNs with filter activations. Comput. Networks 206: 108770 (2022) - [j18]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: 109017 (2022) - [j17]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: 132-139 (2022) - [j16]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): 16-30 (2022) - [c27]Thilini Dahanayaka, Zhiyi Wang, Guillaume Jourjon, Suranga Seneviratne:
Inline Traffic Analysis Attacks on DNS over HTTPS. LCN 2022: 132-139 - [i13]Oshan Jayawardana, Fariza Rashid, Suranga Seneviratne:
Non-Contrastive Learning-based Behavioural Biometrics for Smart IoT Devices. CoRR abs/2210.12964 (2022) - 2021
- [j15]Jiawei Zhao, Rahat Masood, Suranga Seneviratne:
A Review of Computer Vision Methods in Network Security. IEEE Commun. Surv. Tutorials 23(3): 1838-1878 (2021) - [j14]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): 20:1-20:31 (2021) - [j13]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): 3567-3575 (2021) - [j12]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): 8304-8313 (2021) - [j11]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): 3244-3259 (2021) - [c26]Alexander Vaskevich, Thilini Dahanayaka, Guillaume Jourjon, Suranga Seneviratne:
SMAUG: Streaming Media Augmentation Using CGANs as a Defence Against Video Fingerprinting. NCA 2021: 1-10 - 2020
- [j10]Kwon Nung Choi, Harini Kolamunna, Akila Uyanwatta, Kanchana Thilakarathna, Suranga Seneviratne, Ralph Holz, Mahbub Hassan, Albert Y. Zomaya:
LoRadar: LoRa sensor network monitoring through passive packet sniffing. Comput. Commun. Rev. 50(4): 10-24 (2020) - [c25]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: 111-121 - [c24]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: 347-348 - [c23]Thilini Dahanayaka, Guillaume Jourjon, Suranga Seneviratne:
Understanding Traffic Fingerprinting CNNs. LCN 2020: 65-76 - [c22]Kalana Abeywardena, Jiawei Zhao, Lexi Brent, Suranga Seneviratne, Ralph Holz:
Triplet Mining-based Phishing Webpage Detection. LCN 2020: 377-380 - [c21]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: 381-384 - [c20]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: 389-392 - [c19]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: 637-638 - [c18]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: 538-543 - [i12]Jiawei Zhao, Rahat Masood, Suranga Seneviratne:
A Review of Computer Vision Methods in Network Security. CoRR abs/2005.03318 (2020) - [i11]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 abs/2005.07987 (2020) - [i10]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) - [i9]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 abs/2006.02231 (2020) - [i8]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 abs/2007.03905 (2020) - [i7]Sicong Wang, Naveen Karunanayake, Tham Nguyen, Suranga Seneviratne:
Privacy-Preserving Spam Filtering using Functional Encryption. CoRR abs/2012.04163 (2020)
2010 – 2019
- 2019
- [j9]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) - [c17]Jathushan Rajasegaran, Vinoj Jayasundara, Sandaru Jayasekara, Hirunima Jayasekara, Suranga Seneviratne, Ranga Rodrigo:
DeepCaps: Going Deeper With Capsule Networks. CVPR 2019: 10725-10733 - [c16]Yizhou Yang, David B. Smith, Suranga Seneviratne:
Deep Learning Channel Prediction for Transmit Power Control in Wireless Body Area Networks. ICC 2019: 1-6 - [c15]Vinoj Jayasundara, Sandaru Jayasekara, Hirunima Jayasekara, Jathushan Rajasegaran, Suranga Seneviratne, Ranga Rodrigo:
TextCaps: Handwritten Character Recognition With Very Small Datasets. WACV 2019: 254-262 - [c14]Jathushan Rajasegaran, Naveen Karunanayake, Ashanie Gunathillake, Suranga Seneviratne, Guillaume Jourjon:
A Multi-modal Neural Embeddings Approach for Detecting Mobile Counterfeit Apps. WWW 2019: 3165-3171 - [i6]Vinoj Jayasundara, Sandaru Jayasekara, Hirunima Jayasekara, Jathushan Rajasegaran, Suranga Seneviratne, Ranga Rodrigo:
TextCaps : Handwritten Character Recognition with Very Small Datasets. CoRR abs/1904.08095 (2019) - [i5]Jathushan Rajasegaran, Vinoj Jayasundara, Sandaru Jayasekara, Hirunima Jayasekara, Suranga Seneviratne, Ranga Rodrigo:
DeepCaps: Going Deeper with Capsule Networks. CoRR abs/1904.09546 (2019) - [i4]Hirunima Jayasekara, Vinoj Jayasundara, Jathushan Rajasegaran, Sandaru Jayasekara, Suranga Seneviratne, Ranga Rodrigo:
TimeCaps: Capturing Time Series Data with Capsule Networks. CoRR abs/1911.11800 (2019) - [i3]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
- [j8]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): 60-67 (2018) - [j7]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): 158:1-158:24 (2018) - [c13]Madhusanka Liyanage, Jukka Salo, An Braeken, Tanesh Kumar, Suranga Seneviratne, Mika Ylianttila:
5G Privacy: Scenarios and Solutions. 5G World Forum 2018: 197-203 - [c12]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 - [c11]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: 1-8 - [i2]Jathushan Rajasegaran, Suranga Seneviratne, Guillaume Jourjon:
A Neural Embeddings Approach for Detecting Mobile Counterfeit Apps. CoRR abs/1804.09882 (2018) - 2017
- [j6]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: 78-90 (2017) - [j5]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): 2573-2620 (2017) - [j4]Didi Surian, Suranga Seneviratne, Aruna Seneviratne, Sanjay Chawla:
App Miscategorization Detection: A Case Study on Google Play. IEEE Trans. Knowl. Data Eng. 29(8): 1591-1604 (2017) - [j3]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): 4:1-4:29 (2017) - [c10]Jagmohan Chauhan, Yining Hu, Suranga Seneviratne, Archan Misra, Aruna Seneviratne, Youngki Lee:
BreathPrint: Breathing Acoustics-based User Authentication. MobiSys 2017: 278-291 - [c9]Mosarrat Jahan, Suranga Seneviratne, Ben Chu, Aruna Seneviratne, Sanjay K. Jha:
Privacy preserving data access scheme for IoT devices. NCA 2017: 217-226 - [i1]Jagmohan Chauhan, Suranga Seneviratne, Yining Hu, Archan Misra, Aruna Seneviratne, Youngki Lee:
BreathRNNet: Breathing Based Authentication on Resource-Constrained IoT Devices using RNNs. CoRR abs/1709.07626 (2017) - 2016
- [c8]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: 349-364 - [c7]Jagmohan Chauhan, Suranga Seneviratne, Mohamed Ali Kâafar, Anirban Mahanti, Aruna Seneviratne:
Characterization of early smartwatch apps. PerCom Workshops 2016: 1-6 - 2015
- [b1]Suranga Seneviratne:
PrivMetrics: a framework to secure user privacy in smartphones. University of New South Wales, Sydney, Australia, 2015 - [c6]Suranga Seneviratne, Fangzhou Jiang, Mathieu Cunche, Aruna Seneviratne:
SSIDs in the wild: Extracting semantic information from WiFi SSIDs. LCN 2015: 494-497 - [c5]Suranga Seneviratne, Harini Kolamunna, Aruna Seneviratne:
A measurement study of tracking in paid mobile applications. WISEC 2015: 7:1-7:6 - [c4]Suranga Seneviratne, Aruna Seneviratne, Mohamed Ali Kâafar, Anirban Mahanti, Prasant Mohapatra:
Early Detection of Spam Mobile Apps. WWW 2015: 949-959 - 2014
- [j2]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): 1-8 (2014) - [j1]Suranga Seneviratne, Aruna Seneviratne, Prasant Mohapatra, Anirban Mahanti:
Your Installed Apps Reveal Your Gender and More! ACM SIGMOBILE Mob. Comput. Commun. Rev. 18(3): 55-61 (2014) - [c3]Suranga Seneviratne, Aruna Seneviratne, Prasant Mohapatra, Anirban Mahanti:
Your installed apps reveal your gender and more! SPME@MobiCom 2014: 1-6 - 2013
- [c2]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: 1-10 - [c1]Suranga Seneviratne, Aruna Seneviratne, Prasant Mohapatra, Pierre-Ugo Tournoux:
Characterizing WiFi connection and its impact on mobile users: practical insights. WiNTECH 2013: 81-88
Coauthor Index
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