Helge Janicke

7.6k total citations · 5 hit papers
146 papers, 4.4k citations indexed

About

Helge Janicke is a scholar working on Information Systems, Computer Networks and Communications and Signal Processing. According to data from OpenAlex, Helge Janicke has authored 146 papers receiving a total of 4.4k indexed citations (citations by other indexed papers that have themselves been cited), including 80 papers in Information Systems, 63 papers in Computer Networks and Communications and 43 papers in Signal Processing. Recurrent topics in Helge Janicke's work include Information and Cyber Security (46 papers), Network Security and Intrusion Detection (42 papers) and Advanced Malware Detection Techniques (42 papers). Helge Janicke is often cited by papers focused on Information and Cyber Security (46 papers), Network Security and Intrusion Detection (42 papers) and Advanced Malware Detection Techniques (42 papers). Helge Janicke collaborates with scholars based in United Kingdom, Australia and Algeria. Helge Janicke's co-authors include Λέανδρος Μαγλαράς, Mohamed Amine Ferrag, Sotiris Moschoyiannis, Othmane Friha, Ying He, Djallel Hamouda, Lei Shu, Andrew Nicholson, Richard Smith and Jianmin Jiang and has published in prestigious journals such as SHILAP Revista de lepidopterología, IEEE Access and Sensors.

In The Last Decade

Helge Janicke

140 papers receiving 4.2k citations

Hit Papers

align trajectories sort by overperformance

What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if it has ≥500 total citations, achieves ≥1.5× the top-1% citation threshold for papers in the same subfield and year (this is the minimum needed to enter the top 1%, not the average within it), or reaches the top citation threshold in at least one of its specific research topics.

Deep learning for cyber security intrusion detection: Approaches, datasets, and comparative study

2019 630 citations Mohamed Amine Ferrag, Λέανδρος Μαγλαράς et al. Journal of Information Security and Applications profile →
Edge-IIoTset: A New Comprehensive Realistic Cyber Security Dataset of IoT and IIoT Applications for Centralized and Federated Learning

2022 527 citations Mohamed Amine Ferrag, Λέανδρος Μαγλαράς et al. IEEE Access profile →
A Survey of COVID-19 Contact Tracing Apps

2020 379 citations Nadeem Ahmed, Regio A. Michelin et al. IEEE Access profile →
Federated Deep Learning for Cyber Security in the Internet of Things: Concepts, Applications, and Experimental Analysis

2021 199 citations Mohamed Amine Ferrag, Λέανδρος Μαγλαράς et al. IEEE Access profile →
Explainable AI for cybersecurity automation, intelligence and trustworthiness in digital twin: Methods, taxonomy, challenges and prospects

2024 60 citations Iqbal H. Sarker, Helge Janicke et al. profile →

Peers — A (Enhanced Table)

Peers by citation overlap · career bar shows stage (early→late) cites · hero ref

Name	h						Papers	Cites
Helge Janicke United Kingdom	27	2.5k	1.7k	1.7k	1.3k	787	146	4.4k
Λέανδρος Μαγλαράς United Kingdom	39	3.9k 1.5×	2.2k 1.3×	2.0k 1.2×	1.5k 1.2×	1.1k 1.4×	180	6.3k
Jeffrey Voas United States	26	1.9k 0.8×	1.2k 0.7×	1.7k 1.0×	1.0k 0.8×	296 0.4×	171	3.8k
Quanyan Zhu United States	36	2.7k 1.1×	885 0.5×	1.6k 1.0×	526 0.4×	2.1k 2.6×	281	5.8k
Georgios Kambourakis Greece	33	3.5k 1.4×	2.3k 1.3×	1.5k 0.9×	2.0k 1.5×	318 0.4×	144	4.8k
Asaf Shabtai Israel	30	2.8k 1.1×	1.8k 1.1×	1.6k 0.9×	2.5k 1.9×	394 0.5×	169	4.4k
Peter G. Neumann United States	29	1.6k 0.7×	1.9k 1.1×	975 0.6×	890 0.7×	236 0.3×	291	3.9k
Carl E. Landwehr United States	14	2.2k 0.9×	1.4k 0.8×	1.6k 1.0×	538 0.4×	425 0.5×	70	4.3k
Javier López Spain	33	4.3k 1.7×	1.8k 1.1×	2.5k 1.5×	1.0k 0.8×	843 1.1×	258	6.7k
Yves Le Traon Luxembourg	49	2.6k 1.1×	2.7k 1.6×	5.1k 3.1×	3.7k 2.9×	203 0.3×	283	9.0k
Mohammad Hammoudeh United Kingdom	40	3.0k 1.2×	1.5k 0.8×	1.7k 1.0×	964 0.7×	416 0.5×	214	5.2k

Countries citing papers authored by Helge Janicke

Since Specialization

Citations

This map shows the geographic impact of Helge Janicke's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Helge Janicke with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Helge Janicke more than expected).

Fields of papers citing papers by Helge Janicke

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Helge Janicke. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Helge Janicke. The network helps show where Helge Janicke may publish in the future.

Co-authorship network of co-authors of Helge Janicke

This figure shows the co-authorship network connecting the top 25 collaborators of Helge Janicke. A scholar is included among the top collaborators of Helge Janicke based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Helge Janicke. Helge Janicke is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

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20 of 20 papers shown

Yang, Lu‐Xing, Gang Li, Robin Doss, et al.. (2025). Mitigating malware prevalence in networks with arbitrary topologies: a Flip-It cyber game approach integrated with epidemic modeling. Information Sciences. 726. 122753–122753.

Ferrag, Mohamed Amine, Mohamed Chahine Ghanem, Iqbal H. Sarker, et al.. (2025). Generative AI and LLMs for Critical Infrastructure Protection: Evaluation Benchmarks, Agentic AI, Challenges, and Opportunities. SHILAP Revista de lepidopterología. 25(6). 1666–1666. 10 indexed citations

Yan, Shihao, et al.. (2025). A Survey on Unauthorized UAV Threats to Smart Farming. Drones. 9(4). 251–251. 3 indexed citations

Chau, Chi-Kin, et al.. (2024). Systematic Study of Cybersecurity Threats for Smart Inverters. Australasian Journal of Paramedicine. 669–675. 1 indexed citations

Kioskli, Kitty, et al.. (2024). Enhancing Cybersecurity Training Efficacy: A Comprehensive Analysis of Gamified Learning, Behavioral Strategies and Digital Twins. 24–32.

Janicke, Helge, et al.. (2024). Automated Sensor Node Malicious Activity Detection with Explainability Analysis. Sensors. 24(12). 3712–3712. 3 indexed citations

Ahmed, Mohiuddin, et al.. (2024). Zero day ransomware detection with Pulse: Function classification with Transformer models and assembly language. Computers & Security. 148. 104167–104167. 8 indexed citations

Μαγλαράς, Λέανδρος, et al.. (2023). A Novel Authentication Method That Combines Honeytokens and Google Authenticator. Information. 14(7). 386–386. 3 indexed citations

Ahmed, Nadeem, Regio A. Michelin, Wanli Xue, et al.. (2020). A Survey of COVID-19 Contact Tracing Apps. IEEE Access. 8. 134577–134601. 379 indexed citations breakdown →

10.

Koroniotis, Nickolaos, Nour Moustafa, Francesco Schiliro, Praveen Gauravaram, & Helge Janicke. (2020). A Holistic Review of Cybersecurity and Reliability Perspectives in Smart Airports. IEEE Access. 8. 209802–209834. 84 indexed citations

11.

Μαγλαράς, Λέανδρος, et al.. (2020). A NIS Directive compliant Cybersecurity Maturity Model. DMU Open Research Archive (De Montfort University). 13 indexed citations

12.

Ruano-Ordás, David, et al.. (2019). A Practical Approach to Protect IoT Devices against Attacks and Compile Security Incident Datasets. Scientific Programming. 2019. 1–11. 7 indexed citations

13.

Ferrag, Mohamed Amine, Λέανδρος Μαγλαράς, Sotiris Moschoyiannis, & Helge Janicke. (2019). Deep learning for cyber security intrusion detection: Approaches, datasets, and comparative study. Journal of Information Security and Applications. 50. 102419–102419. 630 indexed citations breakdown →

14.

Ferrag, Mohamed Amine, Λέανδρος Μαγλαράς, Helge Janicke, & Richard Smith. (2019). Deep Learning Techniques for Cyber Security Intrusion Detection : A Detailed Analysis. Electronic workshops in computing. 47 indexed citations

15.

Janicke, Helge, Iryna Yevseyeva, Ying He, & Mark Evans. (2018). Analysis of published public sector information security incidents and breaches to establish the proportions of human error. DMU Open Research Archive (De Montfort University). 191–202. 6 indexed citations

16.

Μαγλαράς, Λέανδρος, et al.. (2016). Personalized Students’ Profile Based On Ontology and Rule-based Reasoning. SHILAP Revista de lepidopterología. 3(12). e6–e6. 15 indexed citations

17.

Facchi, Christian, et al.. (2013). RFID systems from a cyber-physical systems perspective. 1–6. 5 indexed citations

18.

Chiclana, Francisco, et al.. (2013). Modelling Execution Tracing Quality by Means of Type-1 Fuzzy Logic. Acta Polytechnica Hungarica. 10(8). 9 indexed citations

19.

Nicholson, Andrew, et al.. (2012). SCADA security in the light of Cyber-Warfare. Computers & Security. 31(4). 418–436. 217 indexed citations

20.

Facchi, Christian, et al.. (2012). Rifidi Toolkit: Virtuality for Testing RFID. 1–6. 3 indexed citations

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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