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Nirhoshan Sivaroopan
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- 2026
[j2]Nirhoshan Sivaroopan
, Kaushitha Silva
, Chamara Madarasingha
, Thilini Dahanayaka, Guillaume Jourjon
, Anura P. Jayasumana
, Kanchana Thilakarathna
:
A Comprehensive Survey on Synthetic Network Traffic Generation. IEEE Commun. Surv. Tutorials 28: 5949-5983 (2026)
[c5]Nirhoshan Sivaroopan, Hansi Karunarathna
, Chamara Madarasingha, Anura P. Jayasumana, Kanchana Thilakarathna:
RAG-HAR: Retrieval Augmented Generation-based Human Activity Recognition. PerCom 2026: 1-12
[c4]Nirhoshan Sivaroopan, Hansi Karunarathna, Chamara Madarasingha, Anura P. Jayasumana, Kanchana Thilakarathna:
Artifact: RAG-HAR: Retrieval Augmented Generation-based Human Activity Recognition. PerCom Workshops 2026: 1-2
[c3]Hansi Karunarathna, Nirhoshan Sivaroopan, Chamara Madarasingha, Anura P. Jayasumana, Kanchana Thilakarathna:
Large Language Models Meet Wearable Sensing: A Demo of Training-Free HAR with RAG-HAR. PerCom Workshops 2026: 470-472
[i9]Nirhoshan Sivaroopan, Kanchana Thilakarathna, Albert Y. Zomaya, Manu, Yi Guo, Jo Plested, Tim Lynar, Jack Yang, Wangli Yang:
SHIELD: An Auto-Healing Agentic Defense Framework for LLM Resource Exhaustion Attacks. CoRR abs/2601.19174 (2026)
[i8]Nirhoshan Sivaroopan, Albert Y. Zomaya, Kanchana Thilakarathna:
STELLA: Efficient Sensor-to-LLM Translation for On-Device Human Activity Recognition. CoRR abs/2607.03089 (2026)
[i7]Hansi Karunarathna, Nirhoshan Sivaroopan, Chamara Madarasingha, Anura P. Jayasumana, Kanchana Thilakarathna:
RAG-HAR+: Towards Cost-Efficient LLM-Based Human Activity Recognition for Edge Deployment. CoRR abs/2607.26631 (2026)- 2025
[c2]Nirhoshan Sivaroopan, Chamuditha Jayanga Galappaththige, Chalani Ekanayake, Hasindri Watawana
, Ranga Rodrigo, Chamira U. S. Edussooriya, Dushan N. Wadduwage
:
Uncertainty Awareness Enables Efficient Labeling for Cancer Subtyping in Digital Pathology. WACV 2025: 589-598
[i6]Nirhoshan Sivaroopan, Chamuditha Jayanga Galappaththige, Chalani Ekanayake, Hasindri Watawana, Ranga Rodrigo, Chamira U. S. Edussooriya, Dushan N. Wadduwage:
Uncertainty Awareness Enables Efficient Labeling for Cancer Subtyping in Digital Pathology. CoRR abs/2506.11439 (2025)
[i5]Nirhoshan Sivaroopan, Kaushitha Silva, Chamara Madarasingha
, Thilini Dahanayaka, Guillaume Jourjon, Anura P. Jayasumana, Kanchana Thilakarathna:
A Comprehensive Survey on Network Traffic Synthesis: From Statistical Models to Deep Learning. CoRR abs/2507.01976 (2025)
[i4]Nirhoshan Sivaroopan, Hansi Karunarathna, Chamara Madarasingha
, Anura P. Jayasumana, Kanchana Thilakarathna:
RAG-HAR: Retrieval Augmented Generation-based Human Activity Recognition. CoRR abs/2512.08984 (2025)
[i3]Manu, Yi Guo, Jo Plested, Tim Lynar, Kanchana Thilakarathna, Nirhoshan Sivaroopan, Jack Yang, Wangli Yang:
Prompt-Induced Over-Generation as Denial-of-Service: A Black-Box Attack-Side Benchmark. CoRR abs/2512.23779 (2025)- 2024
[j1]Nirhoshan Sivaroopan
, Dumindu Bandara
, Chamara Madarasingha
, Guillaume Jourjon, Anura P. Jayasumana, Kanchana Thilakarathna
:
NetDiffus: Network traffic generation by diffusion models through time-series imaging. Comput. Networks 251: 110616 (2024)- 2023
[c1]Nirhoshan Sivaroopan, Chamara Madarasingha
, Shashika Muramudalige, Guillaume Jourjon, Anura P. Jayasumana, Kanchana Thilakarathna:
SyNIG: Synthetic Network Traffic Generation through Time Series Imaging. LCN 2023: 1-9
[i2]Nirhoshan Sivaroopan, Chamuditha Jayanga, Chalani Ekanayake
, Hasindri Watawana, Jathurshan Pradeepkumar, Mithunjha Anandakumar, Ranga Rodrigo, Chamira U. S. Edussooriya, Dushan N. Wadduwage:
Contrastive Deep Encoding Enables Uncertainty-aware Machine-learning-assisted Histopathology. CoRR abs/2309.07113 (2023)
[i1]Nirhoshan Sivaroopan, Dumindu Bandara, Chamara Madarasingha, Guillaume Jourjon, Anura P. Jayasumana, Kanchana Thilakarathna:
NetDiffus: Network Traffic Generation by Diffusion Models through Time-Series Imaging. CoRR abs/2310.04429 (2023)
Coauthor Index
aka: Chamara Madarasingha

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