Thilini Dahanayaka

19 papers A 1B 4C 1Journal 8Unranked 5
YearRankTypeTitle / Venue / Authors
2026 J jnl
A Comprehensive Survey on Synthetic Network Traffic Generation.
IEEE Commun. Surv. Tutorials
Nirhoshan Sivaroopan, Kaushitha Silva, Chamara Madarasingha, Thilini Dahanayaka, Guillaume Jourjon, Anura P. Jayasumana, Kanchana Thilakarathna
2026 J jnl
TrafficLLM: LLMs for improved open-set encrypted traffic analysis.
Comput. Networks
Yasod Ginige, Bhanuka Silva, Thilini Dahanayaka, Suranga Seneviratne
2025 J jnl
A Comprehensive Survey on Network Traffic Synthesis: From Statistical Models to Deep Learning.
CoRR
Nirhoshan Sivaroopan, Kaushitha Silva, Chamara Madarasingha, Thilini Dahanayaka, Guillaume Jourjon, Anura P. Jayasumana, Kanchana Thilakarathna
2025 C conf
Demo: P4 Based In-network ML with Federated Learning to Secure and Slice IoT Networks.
WoWMoM
Chamara Madarasingha, Thilini Dahanayaka, Kanchana Thilakarathna, Suranga Seneviratne, Young Choon Lee, Salil S. Kanhere, Albert Y. Zomaya, Aruna Seneviratne, Phil Ridley
2025 — conf
ShadowScan: LLM-Based Device Fingerprinting in IoT Networks.
CIC
Duwarahavidyan Jeganathan, Tharuka Harshajith Bandara, Harsha S. Gardiyawasam Pussewalage, Thilina Deshan Dissanayake, Dinithi Sachinthana Fernando, Kushan Sudheera Kalupahana Liyanage, Thilini Dahanayaka
2024 — conf
Demo: P4Xtnd: P4 Programmability on Resource Constrained Environments with Extended Network Functionalities.
SIGCOMM (Posters and Demos)
Chamara Madarasingha, Thilini Dahanayaka, Kanchana Thilakarathna, Suranga Seneviratne, Young Choon Lee, Salil S. Kanhere, Aruna Seneviratne, Phil Ridley
2024 — conf
TrafficGPT: An LLM Approach for Open-Set Encrypted Traffic Classification.
AINTEC
Yasod Ginige, Thilini Dahanayaka, Suranga Seneviratne
2024 — conf
TripletViNet: Mitigating Misinformation Video Spread Across Platforms.
SCID@AsiaCCS
Petar Smolovic, Thilini Dahanayaka, Kanchana Thilakarathna
2024 J jnl
TripletViNet: Mitigating Misinformation Video Spread Across Platforms.
CoRR
Petar Smolovic, Thilini Dahanayaka, Kanchana Thilakarathna
2023 A conf
POSTER: Performance Characterization of Binarized Neural Networks in Traffic Fingerprinting.
AsiaCCS
Yiyan Wang, Thilini Dahanayaka, Guillaume Jourjon, Suranga Seneviratne
2023 J jnl
Robust open-set classification for encrypted traffic fingerprinting.
Comput. Networks
Thilini Dahanayaka, Yasod Ginige, Yi Huang, Guillaume Jourjon, Suranga Seneviratne
2023 B conf
The Wyner Variational Autoencoder for Unsupervised Multi-Layer Wireless Fingerprinting.
GLOBECOM
Teng-Hui Huang, Thilini Dahanayaka, Kanchana Thilakarathna, Philip H. W. Leong, Hesham El Gamal
2023 J jnl
The Wyner Variational Autoencoder for Unsupervised Multi-Layer Wireless Fingerprinting.
CoRR
Teng-Hui Huang, Thilini Dahanayaka, Kanchana Thilakarathna, Philip H. W. Leong, Hesham El Gamal
2022 J jnl
Dissecting traffic fingerprinting CNNs with filter activations.
Comput. Networks
Thilini Dahanayaka, Guillaume Jourjon, Suranga Seneviratne
2022 B conf
Inline Traffic Analysis Attacks on DNS over HTTPS.
LCN
Thilini Dahanayaka, Zhiyi Wang, Guillaume Jourjon, Suranga Seneviratne
2021 J jnl
DronePrint: Acoustic Signatures for Open-set Drone Detection and Identification with Online Data.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol.
Harini Kolamunna, Thilini Dahanayaka, Junye Li, Suranga Seneviratne, Kanchana Thilakaratne, Albert Y. Zomaya, Aruna Seneviratne
2021 B conf
SMAUG: Streaming Media Augmentation Using CGANs as a Defence Against Video Fingerprinting.
NCA
Alexander Vaskevich, Thilini Dahanayaka, Guillaume Jourjon, Suranga Seneviratne
2020 — conf
Poster Abstract: Passive Activity Classification of Smart Homes through Wireless Packet Sniffing.
IPSN
Kwon Nung Choi, Thilini Dahanayaka, David Kennedy, Kanchana Thilakarathna, Suranga Seneviratne, Salil S. Kanhere, Prasant Mohapatra
2020 B conf
Understanding Traffic Fingerprinting CNNs.
LCN
Thilini Dahanayaka, Guillaume Jourjon, Suranga Seneviratne