Idris Zakariyya

14 papers A 1B 1Journal 7Unranked 5
YearRankTypeTitle / Venue / Authors
2026 J jnl
Privacy-Preserving Federated Action Recognition via Differentially Private Selective Tuning and Efficient Communication.
CoRR
Idris Zakariyya, Pai Chet Ng, Kaushik Bhargav Sivangi, Seyed Mohammad Sheikholeslami, Konstantinos N. Plataniotis, Fani Deligianni
2025 J jnl
Artificial Intelligence-Driven Clinical Decision Support Systems.
CoRR
Muhammet Alkan, Idris Zakariyya, Samuel Leighton, Kaushik Bhargav Sivangi, Christos Anagnostopoulos, Fani Deligianni
2025 J jnl
Differentially Private 2D Human Pose Estimation.
CoRR
Kaushik Bhargav Sivangi, Idris Zakariyya, Paul Henderson, Fani Deligianni
2025 A conf
Differentially Private Integrated Decision Gradients (IDG-DP) for Radar-Based Human Activity Recognition.
WACV
Idris Zakariyya, Linda Tran, Kaushik Bhargav Sivangi, Paul Henderson, Fani Deligianni
2025 J jnl
Quantitative Analysis of Deeply Quantized Tiny Neural Networks Robust to Adversarial Attacks.
CoRR
Idris Zakariyya, Ferheen Ayaz, Mounia Kharbouche-Harrari, Jeremy Singer, Sye Loong Keoh, Danilo Pau, José Cano
2024 J jnl
Differentially Private Integrated Decision Gradients (IDG-DP) for Radar-based Human Activity Recognition.
CoRR
Idris Zakariyya, Linda Tran, Kaushik Bhargav Sivangi, Paul Henderson, Fani Deligianni
2023 B conf
Improving Robustness Against Adversarial Attacks with Deeply Quantized Neural Networks.
IJCNN
Ferheen Ayaz, Idris Zakariyya, José Cano, Sye Loong Keoh, Jeremy Singer, Danilo Pau, Mounia Kharbouche-Harrari
2023 J jnl
Improving Robustness Against Adversarial Attacks with Deeply Quantized Neural Networks.
CoRR
Ferheen Ayaz, Idris Zakariyya, José Cano, Sye Loong Keoh, Jeremy Singer, Danilo Pau, Mounia Kharbouche-Harrari
2023 J jnl
Towards a robust, effective and resource efficient machine learning technique for IoT security monitoring.
Comput. Secur.
Idris Zakariyya, Harsha K. Kalutarage, M. Omar Al-Kadri
2022 — conf
Resource Efficient Federated Deep Learning for IoT Security Monitoring.
ADIoT
Idris Zakariyya, Harsha K. Kalutarage, M. Omar Al-Kadri
2022 — conf
Robust, Effective and Resource Efficient Deep Neural Network for Intrusion Detection in IoT Networks.
CPSS@AsiaCCS
Idris Zakariyya, Harsha K. Kalutarage, M. Omar Al-Kadri
2021 — conf
Memory Efficient Federated Deep Learning for Intrusion Detection in IoT Networks.
AI-Cybersec@SGAI
Idris Zakariyya, Harsha K. Kaluterage, M. Omar Al-Kadri
2021 — conf
Resource Efficient Boosting Method for IoT Security Monitoring.
CCNC
Idris Zakariyya, M. Omar Al-Kadri, Harsha K. Kalutarage
2019 — conf
Reducing Computational Cost in IoT Cyber Security: Case Study of Artificial Immune System Algorithm.
ICETE (2)
Idris Zakariyya, M. Omar Al-Kadri, Harsha K. Kalutarage, Andrei Petrovski