Helge Janicke

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, Ahmim, Ahmed, Λέανδρος Μαγλαράς +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, Sarker, Iqbal H., Helge Janicke +7 · 2 citations
   Social Sciences · Computer Science · #Ethics and Social Impacts of AI #Adversarial Robustness in Machine Learning #Information and Cyber Security
6. Security for 4G and 5G Cellular Networks: A Survey of Existing\n Authentication and Privacy-preserving Schemes
   2017/08/14 by Mohamed Amine Ferrag, Λέανδρος Μαγλαράς, Ferrag, Mohamed Amine +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
7. Detecting Anomalies in Blockchain Transactions using Machine Learning Classifiers and Explainability Analysis
   2024/01/07 by Mohammad H. Hasan, Hasan, Mohammad, Mohammad Shahriar Rahman +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)
8. ExplainableDetector: Exploring Transformer-based Language Modeling Approach for SMS Spam Detection with Explainability Analysis
   2024/05/12 by Mohammad Amaz Uddin, Muhammad Nazrul Islam, Uddin, Mohammad Amaz +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
9. A Deep Learning-based Penetration Testing Framework for Vulnerability Identification in Internet of Things Environments
   2021/09/20 by Nickolaos Koroniotis, Nour Moustafa, Koroniotis, Nickolaos +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
10. SmartValidator: A Framework for Automatic Identification and\n Classification of Cyber Threat Data
    2022/03/14 by Chadni Islam, Islam, Chadni, M. Ali Babar +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
11. Zero Day Ransomware Detection with Pulse: Function Classification with Transformer Models and Assembly Language
    2024/08/15 by Matthew Gaber, Gaber, Matthew, Mohiuddin Ahmed +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