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H

Helge Janicke

edith cowan university

35H-index
267Paper Count
7.6KCitation Count
Published Papers 41
Publication Date
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Digital White Spaces: A Cyberpsychology-Informed Framework to Mobile Phone Addiction
errComputers
IF4.2
err2026-08-19
err0
errOAAI
errLeandros A. Maglaras; Christina Kyritsi; Helge Janicke; Konstantinos Karantzalos
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Defeating evasive malware with Peekaboo: Extracting authentic malware behavior with dynamic binary instrumentation
errJournal of Information Security and Applications
IF3.7
err2025-10-31
err0
errOAAI
errMatthew Gaber; Mohiuddin Ahmed; Helge Janicke
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errSave
Mitigating malware prevalence in networks with arbitrary topologies: a Flip-It cyber game approach integrated with epidemic modeling
errINFORMATION SCIENCES
IF6.8
err2025-10-01
err0
errOAAI
errJafar, Mousa Tayseer; Yang, Lu-Xing; Li, Gang; Doss, Robin; Mouzakis, Kon; Vasa, Rajesh; Janicke, Helge; Ibrahim, Ahmed; Mohsin, Ahmed; Sarker, Iqbal H.; Moore, Kristen; Camtepe, Seyit; Goel, Diksha
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ExplainableDetector: exploring transformer-based language modeling approach for SMS spam detection with explainability analysis
errDigital Communications and Networks
IF7.5
err2025-07-18
err0
errOAAI
errMohammad Amaz Uddin; Muhammad Nazrul Islam; Leandros Maglaras; Helge Janicke; Iqbal H. Sarker
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errSave
Generative AI and LLMs for Critical Infrastructure Protection: Evaluation Benchmarks, Agentic AI, Challenges, and Opportunities
errSENSORS
IF3.5
err2025-03-07
err0
errOAAI
errYigit, Yagmur; Ferrag, Mohamed Amine; Ghanem, Mohamed C.; Sarker, Iqbal H.; Maglaras, Leandros A.; Chrysoulas, Christos; Moradpoor, Naghmeh; Tihanyi, Norbert; Janicke, Helge
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Zero day ransomware detection with Pulse: Function classification with Transformer models and assembly language
errCOMPUTERS & SECURITY
IF5.4
err2025-01-01
err0
errOAAI
errGaber, Matthew; Ahmed, Mohiuddin; Janicke, Helge
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errSave
Detecting anomalies in blockchain transactions using machine learning classifiers and explainability analysis
errBLOCKCHAIN-RESEARCH AND APPLICATIONS
IF5.6
err2024-09-01
err1
errOAAI
errHasan, Mohammad; Rahman, Mohammad Shahriar; Janicke, Helge; Sarker, Iqbal H.
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errSave
Explainable AI for cybersecurity automation, intelligence and trustworthiness in digital twin: Methods, taxonomy, challenges and prospects
errICT EXPRESS
IF4.2
err2024-08-01
err13
errOAAI
errSarker, Iqbal H.; Janicke, Helge; Mohsin, Ahmad; Gill, Asif; Maglaras, Leandros
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errSave
Automated Sensor Node Malicious Activity Detection with Explainability Analysis
errSENSORS
IF3.5
err2024-06-07
err2
errOAAI
errZubair, Md; Janicke, Helge; Mohsin, Ahmad; Maglaras, Leandros; Sarker, Iqbal H.
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errSave
Multi-aspect rule-based AI: Methods, taxonomy, challenges and directions towards automation, intelligence and transparent cybersecurity modeling for critical infrastructures
errINTERNET OF THINGS
IF7.6
err2024-04-01
err10
errOAAI
errSarker, Iqbal H.; Janicke, Helge; Ferrag, Mohamed Amine; Abuadbba, Alsharif
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errSave
Malware Detection with Artificial Intelligence: A Systematic Literature Review
errACM COMPUTING SURVEYS
IF28
err2024-01-22
err8
errOAAI
errGaber, Matthew G.; Ahmed, Mohiuddin; Janicke, Helge
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errSave
PDF Malware Detection: Toward Machine Learning Modeling With Explainability Analysis
errIEEE ACCESS
IF3.6
err2024-01-01
err1
errOAAI
errHossain, G. M. Sakhawat; Deb, Kaushik; Janicke, Helge; Sarker, Iqbal H.
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errSave
SmartValidator: A framework for automatic identification and classification of cyber threat data
errJOURNAL OF NETWORK AND COMPUTER APPLICATIONS
IF8
err2022-06-01
err8
errOAAI
errIslam, Chadni; Babar, M. Ali; Croft, Roland; Janicke, Helge
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errSave
Edge-IIoTset: A New Comprehensive Realistic Cyber Security Dataset of IoT and IIoT Applications for Centralized and Federated Learning
errIEEE ACCESS
IF3.6
err2022-01-01
err336
errOAAI
errFerrag, Mohamed Amine; Friha, Othmane; Hamouda, Djallel; Maglaras, Leandros; Janicke, Helge
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errSave
The Agile Incident Response for Industrial Control Systems (AIR4ICS) framework
errCOMPUTERS & SECURITY
IF5.4
err2021-10-01
err5
errOAAI
errSmith, Richard; Janicke, Helge; He, Ying; Ferra, Fenia; Albakri, Adham
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errSave
WHISPER: A Location Privacy-Preserving Scheme Using Transmission Range Changing for Internet of Vehicles
errSENSORS
IF3.5
err2021-04-01
err13
errOAAI
errBabaghayou, Messaoud; Labraoui, Nabila; Abba Ari, Ado Adamou; Ferrag, Mohamed Amine; Maglaras, Leandros; Janicke, Helge
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errSave
The SAir-IIoT Cyber Testbed as a Service: A Novel Cybertwins Architecture in IIoT-Based Smart Airports
errIEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS
IF8.4
err2021-01-01
err16
PREAI
errKoroniotis, Nickolaos; Moustafa, Nour; Schiliro, Francesco; Gauravaram, Praveen; Janicke, Helge
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errSave
Federated Deep Learning for Cyber Security in the Internet of Things: Concepts, Applications, and Experimental Analysis
errIEEE ACCESS
IF3.6
err2021-01-01
err141
errOAAI
errFerrag, Mohamed Amine; Friha, Othmane; Maglaras, Leandros; Janicke, Helge; Shu, Lei
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errSave
Introduction to the special issue of the journal of information security and applications on cyber security in ICS & SCADA systems
errJOURNAL OF INFORMATION SECURITY AND APPLICATIONS
IF3.7
err2020-10-01
err0
PREAI
errJones, Kevin; Janicke, Helge; Maglaras, Leandros; Xenakis, Christos
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errSave
Deep learning for cyber security intrusion detection: Approaches, datasets, and comparative study
errJOURNAL OF INFORMATION SECURITY AND APPLICATIONS
IF3.7
err2020-02-01
err509
errOAAI
errFerrag, Mohamed Amine; Maglaras, Leandros; Moschoyiannis, Sotiris; Janicke, Helge
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errSave

Research Directions

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Co-authors
Cooperation Journals
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Kevin C. Jones
H-index: 128 · Papers: 1.1K
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Lei Shu
H-index: 83 · Papers: 856
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Salil S. Kanhere
H-index: 64 · Papers: 571
李罡 cover
李罡 (Gang Li)
H-index: 55 · Papers: 1.0K
N
Nour Moustafa
H-index: 54 · Papers: 275
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