Anura Jayasumana

Anura Jayasumana

Colorado State University

H-index: 32

North America-United States

About Anura Jayasumana

Anura Jayasumana, With an exceptional h-index of 32 and a recent h-index of 13 (since 2020), a distinguished researcher at Colorado State University, specializes in the field of Communication Networks, VLSI Testing.

His recent articles reflect a diverse array of research interests and contributions to the field:

Netdiffus: Network traffic generation by diffusion models through time-series imaging

Adversarial autoencoder data synthesis for enhancing machine learning-based phishing detection algorithms

Graph Coordinates and Conventional Neural Networks-An Alternative for Graph Neural Networks

A Feature Mapping Technique for Complex Data Object Generation With Likelihood and Deep Generative Approaches

Investigative Pattern Detection Framework for Counterterrorism

Synig: Synthetic network traffic generation through time series imaging

VideoTrain++: GAN-based adaptive framework for synthetic video traffic generation

Link dimension and exact construction of graphs from distance vectors

Anura Jayasumana Information

University

Position

Professor of Electrical & Computer Engineering and Computer Science

Citations(all)

4162

Citations(since 2020)

680

Cited By

3728

hIndex(all)

32

hIndex(since 2020)

13

i10Index(all)

124

i10Index(since 2020)

19

Email

University Profile Page

Colorado State University

Google Scholar

View Google Scholar Profile

Anura Jayasumana Skills & Research Interests

Communication Networks

VLSI Testing

Top articles of Anura Jayasumana

Title

Journal

Author(s)

Publication Date

Netdiffus: Network traffic generation by diffusion models through time-series imaging

arXiv preprint arXiv:2310.04429

Nirhoshan Sivaroopan

Dumindu Bandara

Chamara Madarasingha

Guilluame Jourjon

Anura Jayasumana

...

2023/9/23

Adversarial autoencoder data synthesis for enhancing machine learning-based phishing detection algorithms

IEEE Transactions on Services Computing

Hossein Shirazi

Shashika R Muramudalige

Indrakshi Ray

Anura P Jayasumana

Haonan Wang

2023/1/9

Graph Coordinates and Conventional Neural Networks-An Alternative for Graph Neural Networks

Zheyi Qin

Randy Paffenroth

Anura P Jayasumana

2023/12/15

A Feature Mapping Technique for Complex Data Object Generation With Likelihood and Deep Generative Approaches

IEEE Access

Shashika R Muramudalige

Anura P Jayasumana

Haonan Wang

2023/11/21

Investigative Pattern Detection Framework for Counterterrorism

arXiv preprint arXiv:2310.19211

Shashika R Muramudalige

Benjamin WK Hung

Rosanne Libretti

Jytte Klausen

Anura P Jayasumana

2023/10/30

Synig: Synthetic network traffic generation through time series imaging

Nirhoshan Sivaroopan

Chamara Madarasingha

Shashika Muramudalige

Guillaume Jourjon

Anura Jayasumana

...

2023/10/2

VideoTrain++: GAN-based adaptive framework for synthetic video traffic generation

Computer Networks

Chamara Madarasingha

Shashika R Muramudalige

Guillaume Jourjon

Anura Jayasumana

Kanchana Thilakarathna

2022/4/7

Link dimension and exact construction of graphs from distance vectors

Discrete Applied Mathematics

Gunjan S Mahindre

Anura P Jayasumana

2022/3/15

Dynamic, Graph-Based Risk Assessments for the Detection of Violent Extremist Radicalization Trajectories Using Large Scale Social and Behavioral Data, United States, Canada …

Anura P Jayasumana

Jytte Klausen

2022/1/13

Reconstruction of fragmented trajectories of collective motion using Hadamard deep autoencoders

Pattern Recognition

Kelum Gajamannage

Yonggi Park

Randy Paffenroth

Anura P Jayasumana

2022/11/1

Automating investigative pattern detection using machine learning & graph pattern matching techniques

Shashika R Muramudalige

2022

Combating Advanced Persistent Threats for Imminent Low Earth Orbit Cognitive Communications Systems

Suzanna LaMar

Jordan J Gosselin

Lisa Happel

Anura Jayasumana

2022/4/25

Cognitive Communications System for Ultra-Low Size, Weight and Power (SWAP) Attributable Platforms

IEEE Access

Suzanna Lamar

Robert Fitting

Anura Jayasumana

2022/4/13

A Pre-training Oracle for Predicting Distances in Social Networks

Gunjan Mahindre

Rasika Karkare

Randy Paffenroth

Anura Jayasumana

2021/12/15

Videotrain: A generative adversarial framework for synthetic video traffic generation

Chamara Kattadige

Shashika R Muramudalige

Kwon Nung Choi

Guillaume Jourjon

Haonan Wang

...

2021/6/7

Enhancing investigative pattern detection via inexact matching and graph databases

IEEE transactions on services computing

Shashika R Muramudalige

Benjamin WK Hung

Anura P Jayasumana

Indrakshi Ray

Jytte Klausen

2021/4/15

Fully integrated network of networks

Suzanna LaMar

Anura Jayasumana

Jim Cale

Yanlin Guo

Steve Simske

2021/12/31

Green Communication and Security in Wireless Networks Based on Markov Decision Process and Semivariance Optimization

Fateh Elsherif

2020

A Patch-based Image Denoising Method Using Eigenvectors of the Geodesics' Gramian Matrix

arXiv preprint arXiv:2010.07769

Kelum Gajamannage

Randy Paffenroth

Anura P Jayasumana

2020/10/14

Topology Inference of Smart Fabric Grids: A Virtual Coordinate Based Approach

Gayatri Arun Pendharkar

2020

See List of Professors in Anura Jayasumana University(Colorado State University)

Co-Authors

H-index: 54
Louis Scharf

Louis Scharf

Colorado State University

H-index: 46
Yashwant K Malaiya

Yashwant K Malaiya

Colorado State University

H-index: 36
Damla Turgut

Damla Turgut

University of Central Florida

H-index: 28
Qi Han

Qi Han

Colorado School of Mines

H-index: 23
Ali Pezeshki

Ali Pezeshki

Colorado State University

academic-engine