2022

[Published] Leveraging siamese networks for one-shot intrusion detection model. Hanan Hindy, Christos Tachtatzis, Robert Atkinson, David Brosset, Miroslav Bures, Ivan Andonovic, Craig Michie, and Xavier Bellekens. Journal of Intelligent Information Systems. SI: AI Meets Cyber (Q2, IF: 2.504 )
- GitHub
- arXiv Version

[Published] An evaluation of lightweight deep learning techniques in medical imaging for high precision COVID-19 diagnostics. Ogechukwu Ukwandu, Hanan Hindy, and Elochukwu Ukwandu. Healthcare Analytics (2022): 100096. (Q2, SJR:0.47)

[Published] Cyber-Security Challenges in Aviation Industry: A Review of Current and Future Trends, Elochukwu Ukwandu, Mohamed Amine Ben Farah, Hanan Hindy, Miroslav Bures, Robert Atkinson, Christos Tachtatzis, Xavier Bellekens. MDPI Information. (SJR:0.35, CiteScore: 3)

[Published] Cyber Security in the Maritime Industry: A Systematic Survey of Recent Advances and Future Trends. Mohamed Amine Ben Farah, Elochukwu Ukwandu, Hanan Hindy, David Brosset, Miroslav Bures, Ivan Andonovic, and Xavier Bellekens. MDPI Information. (SJR:0.35, CiteScore: 3)

[Published] Developing a Siamese Network for Intrusion Detection Systems, Hanan Hindy , Christos Tachtatzis, Robert Atkinson, Ethan Bayne, Xavier Bellekens. The 1st Workshop on Machine Learning and Systems (EuroMLSys) co-located with EuroSys '21, 2021.
- Talk Video

[Published] Review of Specific Features and Challenges in the Current Internet of Things Systems Impacting their Security and Reliability. Miroslav Bures, Matej Klima, Vaclav Rechtberger, Bestoun S. Ahmed, Hanan Hindy, and Xavier Bellekens. Trends and Applications in Information Systems and Technologies. WorldCIST 2021. Advances in Intelligent Systems and Computing, vol 1367. Springer. [Arxiv Pre-Print]

[Published] Utilising Flow Aggregation to Classify Benign Imitating Attacks. Hanan Hindy, Robert Atkinson, Christos Tachtatzis, Ethan Bayne, Miroslav Bures and Xavier Bellekens. MDPI Sensors, SI: Security and Privacy in the Internet of Things (IoT) (IF: 3.275, Q1, SJR: 0.65).
GitHubLink

[Accepted] Quality and Reliability Metrics for IoT Systems: A Consolidated View. Matej Klima, Vaclav Rechtberger, Miroslav Bures, Xavier Bellekens, Hanan Hindy, Bestoun S Ahmed.

[Published] A Review of Cyber-Ranges and Test-Beds: Current and Future Trends. Elochukwu Ukwandu, Mohamed Amine Ben Farah, Hanan Hindy, David Brosset, Dimitris Kavallieros, Robert Atkinson, Christos Tachtatzis, Miroslav Bures, Ivan Andonovic, Xavier Bellekens. MDPI Sensors (IF: 3.275, Q1, SJR: 0.65).

[Arxiv Pre-Print] Leveraging Siamese Networks for One-Shot Intrusion Detection Model. Hanan Hindy, Christos Tachtatzis, Robert Atkinson, David Brosset, Miroslav Bures, Ivan Andonovic, Craig Michie and Xavier Bellekens.

[Published] Utilising Deep Learning Techniques for Effective Zero-Day Attack Detection. Hanan Hindy, Robert Atkinson, Christos Tachtatzis, Jean-Noël Colin, Ethan Bayne and Xavier Bellekens. MDPI Electronics, SI: Advanced Cybersecurity Services Design (IF: 2.412, Q2, SJR: 0.3).
- GitHubLink

[Published] Machine Learning Based IoT Intrusion Detection System: An MQTT Case Study (MQTT-IoT-IDS2020). Hanan Hindy, Ethan Bayne, Miroslav Bures, Robert Atkinson, Christos Tachtatzis and Xavier Bellekens. 12th International Network Conference 2020 (INC2020), Greece. [Arxiv Pre-Print]
- GitHubLink

[Published] A Security Perspective on Unikernels. Joshua Talbot, Przemek Pikula, Craig Sweetmore, Samuel Rowe, Hanan Hindy, Christos Tachtatzis, Robert Atkinson, Xavier Bellekens. International Conference on Cyber Security and Protection of Digital Services (Cyber Security), Dublin, Ireland, 2020.

[Published] MQTT-IoT-IDS2020: MQTT Internet of Things Intrusion Detection Dataset. Hanan Hindy, Christos Tachtatzis, Robert Atkinson, Ethan Bayne, Xavier Bellekens, IEEE Dataport.

[Published] A Taxonomy of Network Threats and the Effect of Current Datasets on Intrusion Detection Systems. Hanan Hindy, David Brosset, Ethan Bayne, Amar Seeam, Christos Tachtatzis, Robert Atkinson and Xavier Bellekens, in IEEE Access (IF: 3.745, Q1, SJR: 0.78).
- Contributions through GitHub

[Published] Labelled Network Capture Generation For Anomaly Detection. Maël Nogues, David Brosset, Hanan Hindy Xavier Bellekens and Yvon Kermarrec. Foundations and Practice of Security. FPS 2019. Lecture Notes in Computer Science, vol 12056. Springer, Cham.

[Published] AndroShield: Automated Android Applications Vulnerability Detection, A Hybrid Static and Dynamic Analysis Approach. Amr Amin, Amgad Eldessouki, Menna Tullah Magdy, Nouran Abdeen, Hanan Hindy, Islam Hegazy. In Special Issue on Machine Learning for Cyber-Security, Information 2019, 10, 326, MDPI (Q3, SJR:0.35, CiteScore: 2.4).
- GitHub Link

[Published] Cyber-Security Internals of a Skoda Octavia vRS: A Hands on Approach Colin Urquhart, Xavier Bellekens, Christos Tachtatzis, Robert Atkinson, Hanan Hindy, Amar Seeam. in IEEE Access (IF: 3.745, Q1, SJR: 0.78).

[Published] From Cyber-Security Deception To Manipulation and Gratification Through Gamification. Xavier Bellekens, Gayan Jayasekera, Hanan Hindy, Miroslav Bures, David Brosset, Christos Tachtatzis, Robert Atkinson. In: 21st International Conference on Human-Computer Interaction, Walt Disney World Swan and Dolphin Resort, Orlando, Florida, USA. [Arxiv Pre-Print]

[Published] Improving SIEM for Critical SCADA Water Infrastructures Using Machine Learning. Hanan Hindy, David Brosset, Amar Seeam, Ethan Bayne, Xavier Bellekens. 4th Workshop On The Security Of Industrial Control Systems & Of Cyber-Physical Systems, CyberICPS 2018 In Conjunction With ESORICS 2018 (A conference), Barcelona, Spain.
- Code available: GitHub Link

[Arxiv Pre-Print] A Taxonomy and Survey of Intrusion Detection System Design Techniques, Network Threats and Datasets. Hanan Hindy, David Brosset, Ethan Bayne, Amar Seeam, Christos Tachtatzis, Robert Atkinson and Xavier Bellekens
- Contributions through GitHub

[Published] A Taxonomy of Malicious Traffic for Intrusion Detection Systems. Hanan Hindy, Elike Hodo, Ethan Bayne, Amar Seeam, Robert Atkinson and Xavier Bellekens. 2018 International Conference On Cyber Situational Awareness, Data Analytics And Assessment, CyberSA 2018, Glasgow, UK, pp. 1-4, June, 2018.

The Usage of Machine Learning Paradigms on Protein Secondary Structure Prediction. Hanan Hendy, Wael Khalifa, Mohamed Roushdy and Abdel-Badeeh M. Salem. International Journal of Circuits and Electronics vol.1, pp 72-77. 2016.
Protein Eight Secondary Structure Classes Prediction Using Artificial Neural Networks. Hanan Hendy, Wael Khalifa, Mohamed Roushdy and Abdel-Badeeh M. Salem. International Journal of Genomics, Proteomics, Metabolomics & Bioinformatics (IJGPMB) vol.1, no. 4. pp 17-19. 2016
The effect of using different Neural Networks architectures on the protein secondary structure prediction. Hanan Hendy, Wael Khalifa, Mohamed Roushdy and Abdel-Badeeh M. Salem. Egyptian Computer Science Journal vol.40, no. 3. pp 58-71.September 2016.

The usage of Neural Networks Paradigm in the prediction of protein secondary structure. Hanan Hendy, Wael Khalifa, Mohamed Roushdy and Abdel Badeeh Salem. Recent Advances in Electrical Engineering. pp 14-17. October 2015. [Proceedings of the International Conference on Communications and Computers (CC 2015)]
A study of intelligent techniques for protein secondary structure prediction. Hanan Hendy, Wael Khalifa, Mohamed Roushdy, and Abdel Badeeh Salem. International Journal "Information Models and Analyses" vol.4, no. 1. pp 3-12 2015.

Hanan Hindy