Nirhoshan Sivaroopan

11 papers A 1B 1Journal 9

Year	Rank	Type	Title / 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`	SHIELD: An Auto-Healing Agentic Defense Framework for LLM Resource Exhaustion Attacks. CoRR Nirhoshan Sivaroopan, Kanchana Thilakarathna, Albert Zomaya, Manu, Yi Guo, Jo Plested, Tim Lynar, Jack Yang, Wangli Yang
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	J	`jnl`	Prompt-Induced Over-Generation as Denial-of-Service: A Black-Box Attack-Side Benchmark. CoRR Manu, Yi Guo, Jo Plested, Tim Lynar, Kanchana Thilakarathna, Nirhoshan Sivaroopan, Jack Yang, Wangli Yang
2025	J	`jnl`	RAG-HAR: Retrieval Augmented Generation-based Human Activity Recognition. CoRR Nirhoshan Sivaroopan, Hansi Karunarathna, Chamara Madarasingha, Anura P. Jayasumana, Kanchana Thilakarathna
2025	A	`conf`	Uncertainty Awareness Enables Efficient Labeling for Cancer Subtyping in Digital Pathology. WACV Nirhoshan Sivaroopan, Chamuditha Jayanga Galappaththige, Chalani Ekanayake, Hasindri Watawana, Ranga Rodrigo, Chamira U. S. Edussooriya, Dushan N. Wadduwage
2025	J	`jnl`	Uncertainty Awareness Enables Efficient Labeling for Cancer Subtyping in Digital Pathology. CoRR Nirhoshan Sivaroopan, Chamuditha Jayanga Galappaththige, Chalani Ekanayake, Hasindri Watawana, Ranga Rodrigo, Chamira U. S. Edussooriya, Dushan N. Wadduwage
2024	J	`jnl`	NetDiffus: Network traffic generation by diffusion models through time-series imaging. Comput. Networks Nirhoshan Sivaroopan, Dumindu Bandara, Chamara Madarasingha, Guillaume Jourjon, Anura P. Jayasumana, Kanchana Thilakarathna
2023	J	`jnl`	Contrastive Deep Encoding Enables Uncertainty-aware Machine-learning-assisted Histopathology. CoRR Nirhoshan Sivaroopan, Chamuditha Jayanga, Chalani Ekanayake, Hasindri Watawana, Jathurshan Pradeepkumar, Mithunjha Anandakumar, Ranga Rodrigo, Chamira U. S. Edussooriya, Dushan N. Wadduwage
2023	J	`jnl`	NetDiffus: Network Traffic Generation by Diffusion Models through Time-Series Imaging. CoRR Nirhoshan Sivaroopan, Dumindu Bandara, Chamara Madarasingha, Guillaume Jourjon, Anura P. Jayasumana, Kanchana Thilakarathna
2023	B	`conf`	SyNIG: Synthetic Network Traffic Generation through Time Series Imaging. LCN Nirhoshan Sivaroopan, Chamara Madarasingha, Shashika Muramudalige, Guillaume Jourjon, Anura P. Jayasumana, Kanchana Thilakarathna