Idris Zakariyya

According to our database, Idris Zakariyya authored at least 11 papers between 2019 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Differentially Private 2D Human Pose Estimation.

Kaushik Bhargav Sivangi, Idris Zakariyya, Paul Henderson, Fani Deligianni

CoRR, April, 2025

Quantitative Analysis of Deeply Quantized Tiny Neural Networks Robust to Adversarial Attacks.

Idris Zakariyya, Ferheen Ayaz, Mounia Kharbouche-Harrari, Jeremy Singer, Sye Loong Keoh, Danilo Pau, José Cano

CoRR, March, 2025

Artificial Intelligence-Driven Clinical Decision Support Systems.

Muhammet Alkan, Idris Zakariyya, Samuel Leighton, Kaushik Bhargav Sivangi, Christos Anagnostopoulos, Fani Deligianni

CoRR, January, 2025

Differentially Private Integrated Decision Gradients (IDG-DP) for Radar-Based Human Activity Recognition.

Idris Zakariyya, Linda Tran, Kaushik Bhargav Sivangi, Paul Henderson, Fani Deligianni

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2025

2023

Towards a robust, effective and resource efficient machine learning technique for IoT security monitoring.

Idris Zakariyya, Harsha K. Kalutarage, M. Omar Al-Kadri

Comput. Secur., October, 2023

Improving Robustness Against Adversarial Attacks with Deeply Quantized Neural Networks.

Ferheen Ayaz, Idris Zakariyya, José Cano, Sye Loong Keoh, Jeremy Singer, Danilo Pau, Mounia Kharbouche-Harrari

Proceedings of the International Joint Conference on Neural Networks, 2023

2022

Robust, Effective and Resource Efficient Deep Neural Network for Intrusion Detection in IoT Networks.

Idris Zakariyya, Harsha K. Kalutarage, M. Omar Al-Kadri

Proceedings of the 8th ACM on Cyber-Physical System Security Workshop, 2022

Resource Efficient Federated Deep Learning for IoT Security Monitoring.

Idris Zakariyya, Harsha K. Kalutarage, M. Omar Al-Kadri

Proceedings of the Attacks and Defenses for the Internet-of-Things, 2022

2021

Memory Efficient Federated Deep Learning for Intrusion Detection in IoT Networks.

Idris Zakariyya, Harsha K. Kaluterage, M. Omar Al-Kadri

Proceedings of the Workshop on AI and Cybersecurity (AI-Cybersec 2021) co-located with 41st SGAI International Conference on Artificial Intelligence (SGAI 2021), 2021

Resource Efficient Boosting Method for IoT Security Monitoring.

Idris Zakariyya, M. Omar Al-Kadri, Harsha K. Kalutarage

Proceedings of the 18th IEEE Annual Consumer Communications & Networking Conference, 2021

2019

Reducing Computational Cost in IoT Cyber Security: Case Study of Artificial Immune System Algorithm.

Idris Zakariyya, M. Omar Al-Kadri, Harsha K. Kalutarage, Andrei Petrovski

Proceedings of the 16th International Joint Conference on e-Business and Telecommunications, 2019