Janicke, Helge

1. Security and Privacy for Artificial Intelligence: Opportunities and Challenges
   2021/02/09 by Ayodeji Oseni, Oseni, Ayodeji, Nour Moustafa +9 · 9 citations
   Computer Science · #Adversarial Robustness in Machine Learning #Advanced Malware Detection Techniques #Privacy-Preserving Technologies in Data
2. Can We Trust Large Language Models Generated Code? A Framework for In-Context Learning, Security Patterns, and Code Evaluations Across Diverse LLMs
   2024/06/18 by Ahmad Mohsin, Helge Janicke, Mohsin, Ahmad +9 · 12 citations
   Computer Science · #Software Engineering Research #Digital and Cyber Forensics #Web Application Security Vulnerabilities
3. A Novel Hierarchical Intrusion Detection System based on Decision Tree\n and Rules-based Models
   2018/12/21 by Ahmed Ahmim, Λέανδρος Μαγλαράς, Ahmim, Ahmed +7 · 2 citations
   Computer Science · #Advanced Malware Detection Techniques #Anomaly Detection Techniques and Applications #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Network Security and Intrusion Detection
4. Federated TON_IoT Windows Datasets for Evaluating AI-based Security\n Applications
   2020/10/04 by Nour Moustafa, Moustafa, Nour, Marwa Keshk +5 · 2 citations
   Computer Science · #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #IoT and Edge/Fog Computing #Network Security and Intrusion Detection #Software-Defined Networks and 5G
5. AI Potentiality and Awareness: A Position Paper from the Perspective of Human-AI Teaming in Cybersecurity
   2023/09/28 by Iqbal H. Sarker, Helge Janicke, Sarker, Iqbal H. +7 · 2 citations
   Social Sciences · Computer Science · #Ethics and Social Impacts of AI #Adversarial Robustness in Machine Learning #Information and Cyber Security
6. Route Optimization of Electric Vehicles based on Dynamic Wireless Charging
   2017/10/09 by Kosmanos, Dimitrios, Maglaras, Leandros, Mavrovouniotis, Michalis +4 · 1 citation
   #FOS: Electrical engineering #Systems and Control (eess.SY) #electronic engineering #information engineering
7. Security for 4G and 5G Cellular Networks: A Survey of Existing\n Authentication and Privacy-preserving Schemes
   2017/08/14 by Mohamed Amine Ferrag, Ferrag, Mohamed Amine, Λέανδρος Μαγλαράς +7 · 1 citation
   Computer Science · Engineering · #Advanced Authentication Protocols Security #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #RFID technology advancements #Wireless Communication Security Techniques
8. Detecting Anomalies in Blockchain Transactions using Machine Learning Classifiers and Explainability Analysis
   2024/01/07 by Mohammad H. Hasan, Mohammad Shahriar Rahman, Hasan, Mohammad +5 · 2 citations
   Computer Science · #Anomaly Detection Techniques and Applications #Blockchain Technology Applications and Security #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Imbalanced Data Classification Techniques #Machine Learning (cs.LG)
9. Critical Infrastructure Protection: Generative AI, Challenges, and Opportunities
   2024/05/08 by Yigit, Yagmur, Ferrag, Mohamed Amine, Sarker, Iqbal H. +4 · 2 citations
   #Cryptography and Security (cs.CR) #FOS: Computer and information sciences
10. ExplainableDetector: Exploring Transformer-based Language Modeling Approach for SMS Spam Detection with Explainability Analysis
    2024/05/12 by Mohammad Amaz Uddin, Uddin, Mohammad Amaz, Muhammad Nazrul Islam +7 · 2 citations
    Computer Science · Social Sciences · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Misinformation and Its Impacts #Sentiment Analysis and Opinion Mining #Spam and Phishing Detection
11. A Deep Learning-based Penetration Testing Framework for Vulnerability Identification in Internet of Things Environments
    2021/09/20 by Nickolaos Koroniotis, Koroniotis, Nickolaos, Nour Moustafa +9 · 1 citation
    Computer Science · #Adversarial Robustness in Machine Learning #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Hate Speech and Cyberbullying Detection #Network Security and Intrusion Detection
12. SmartValidator: A Framework for Automatic Identification and\n Classification of Cyber Threat Data
    2022/03/14 by Chadni Islam, M. Ali Babar, Islam, Chadni +5 · 1 citation
    Computer Science · #Cryptography and Security (cs.CR) #Cybercrime and Law Enforcement Studies #FOS: Computer and information sciences #Information and Cyber Security #Network Security and Intrusion Detection #Software Engineering (cs.SE) #Software Engineering Research
13. Zero Day Ransomware Detection with Pulse: Function Classification with Transformer Models and Assembly Language
    2024/08/15 by Matthew Gaber, Mohiuddin Ahmed, Gaber, Matthew +3 · 1 citation
    Computer Science · #Advanced Malware Detection Techniques #Cryptography and Security (cs.CR) #Digital and Cyber Forensics #FOS: Computer and information sciences #Network Security and Intrusion Detection
14. A Unified Framework for Human AI Collaboration in Security Operations Centers with Trusted Autonomy
    2025/05/29 by Mohsin, Ahmad, Janicke, Helge, Ibrahim, Ahmed +2 · 2 citations
    #Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences
15. SME-TEAM: Leveraging Trust and Ethics for Secure and Responsible Use of AI and LLMs in SMEs
    2025/09/12 by Sarker, Iqbal H., Janicke, Helge, Mohsin, Ahmad +1 · 1 citation
    #Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)