Leaderboards/Network Security and Intrusion Detection

Network Security and Intrusion Detection

Last updated July 15, 2026

Rising Stars

Fresh ink, massive impact

Researchers

1
Nirjhor Anjum
Daffodil International University
2
Himanshu Nandanwar
Delhi Technological University
3
Hanqiu Deng
University of Alberta
4
Mohanad Sarhan
The University of Queensland
5
Xuewen Luo
Sun Yat-sen University
6
Denis Gudovskiy
Panasonic (United States)
7
Sebastian Schmidl
University of Potsdam
8
Viraaji Mothukuri
Kennesaw State University
9
Xinjie Lin
Institute of Information Engineering
10
Sareer Ul Amin
Chung-Ang University

Papers

1
International Journal of Advanced Research in Computer and Communication Engineering
SSRN Electronic Journal|2024
557 cit.
2
Publication in Expert Systems with Applications (2024) [191 citations, W4393115034]
Expert Systems with Applications|2024
191 cit.
3
Publication in Advanced Intelligent Systems (2024) [111 citations, W4399803078]
Advanced Intelligent Systems|2024
111 cit.
4
Publication in Computers & Electrical Engineering (2025) [54 citations, W4407838649]
Computers & Electrical Engineering|2025
54 cit.
5
Publication in Engineering Applications of Artificial Intelligence (2025) [52 citations, W4412431170]
Engineering Applications of Artificial Intelligence|2025
52 cit.
6
Publication in IEEE Access (2024) [43 citations, W4403977076]
IEEE Access|2024
43 cit.
7
Publication in Cluster Computing (2025) [32 citations, W4412788400]
Cluster Computing|2025
32 cit.
8
Publication in Proceedings of the VLDB Endowment (2024) [21 citations, W4402042247]
Proceedings of the VLDB Endowment|2024
21 cit.
9
CETP: A novel semi-supervised framework based on contrastive pre-training for imbalanced encrypted traffic classification
Computers & Security|2024
20 cit.
10
An AI Multi-Model Approach to DeFi Project Trust Scoring and Security
Unknown Journal|2024
12 cit.

Emerging Leaders

Drafting the new consensus

Researchers

1
Xinzheng He
Unknown
2
Thippa Reddy Gadekallu
Zhejiang A & F University
3
Kimihiro Mizutani
Kindai University
4
Anca Delia Jurcut
University College Dublin
5
N. Z. Jhanjhi
Taylor's University
6
Faiz Abdullah Alotaibi
King Saud University
7
Bryan Hooi
National University of Singapore
8
Nour Moustafa
The University of Queensland
9
Yiqiang Sheng
Chinese Academy of Sciences
10
Sean Carlisto de Alvarenga
Universidade Estadual de Londrina

Papers

1
Metaverse for Healthcare: A Survey on Potential Applications, Challenges and Future Directions
IEEE Access|2023
482 cit.
2
Federated Learning for intrusion detection system: Concepts, challenges and future directions
Computer Communications|2022
401 cit.
3
Detection of Skin Cancer Based on Skin Lesion Images Using Deep Learning
Healthcare|2022
363 cit.
4
Federated learning enabled digital twins for smart cities: Concepts, recent advances, and future directions
Sustainable Cities and Society|2022
279 cit.
5
Federated learning for smart cities: A comprehensive survey
Sustainable Energy Technologies and Assessments|2022
274 cit.
6
Explainable Intrusion Detection for Cyber Defences in the Internet of Things: Opportunities and Solutions
IEEE Communications Surveys & Tutorials|2023
223 cit.
7
Energy efficient fault tolerance techniques in green cloud computing: A systematic survey and taxonomy
Sustainable Energy Technologies and Assessments|2022
187 cit.
8
A Survey of Explainable Artificial Intelligence for Smart Cities
Electronics|2023
183 cit.
9
A Flow-Based Anomaly Detection Approach With Feature Selection Method Against DDoS Attacks in SDNs
IEEE Transactions on Cognitive Communications and Networking|2022
174 cit.
10
Energy Optimization for Smart Cities Using IoT
Applied Artificial Intelligence|2022
149 cit.

Current Senior Leaders

Wrote the book, still writing it

Researchers

1
Ali A. Ghorbani
Unknown
2
Kim‐Kwang Raymond Choo
The University of Texas at San Antonio
3
Wenke Lee
Georgia Institute of Technology
4
Vern Paxson
Lawrence Berkeley National Laboratory
5
George Varghese
Microsoft (United States)
6
Mohsen Guizani
Mohamed bin Zayed University of Artificial Intelligence
7
Giovanni Vigna
University of California, Santa Barbara
8
Jill Slay
University of South Australia
9
Dawn Song
University of California, Berkeley
10
Xuxian Jiang
Shanghai University

Papers

1
A detailed analysis of the KDD CUP 99 data set
Unknown Journal|2009
4.8k cit.
2
Toward Generating a New Intrusion Detection Dataset and Intrusion Traffic Characterization
Unknown Journal|2018
4.3k cit.
3
Wide area traffic: the failure of Poisson modeling
IEEE/ACM Transactions on Networking|1995
3.7k cit.
4
UNSW-NB15: a comprehensive data set for network intrusion detection systems (UNSW-NB15 network data set)
Unknown Journal|2015
3.6k cit.
5
Provable data possession at untrusted stores
Unknown Journal|2007
2.7k cit.
6
Bro: a system for detecting network intruders in real-time
Computer Networks|1999
2.4k cit.
7
Unmanned Aerial Vehicles (UAVs): A Survey on Civil Applications and Key Research Challenges
IEEE Access|2019
2.2k cit.
8
Dissecting Android Malware: Characterization and Evolution
Unknown Journal|2012
2.1k cit.
9
Robust Physical-World Attacks on Deep Learning Visual Classification
Unknown Journal|2018
2.1k cit.
10
Outside the Closed World: On Using Machine Learning for Network Intrusion Detection
Unknown Journal|2010
1.9k cit.

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