Nirhoshan Sivaroopan

Publication Activity (10 Years)

Years Active: 2023-2024
Publications (10 Years): 4

Top Topics

Diffusion Models

Inherent Uncertainty

Network Traffic

Intrusion Detection System

Top Venues

Comput. Networks

Publications

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 (2024)
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 (2023)
Nirhoshan Sivaroopan, Chamara Madarasingha, Shashika Muramudalige, Guillaume Jourjon, Anura P. Jayasumana, Kanchana Thilakarathna
SyNIG: Synthetic Network Traffic Generation through Time Series Imaging. LCN (2023)
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 (2023)