Saniya Zafar - Publications, H-index & Citations

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Saniya Zafar

University of West England

6H-index

18Paper Count

149Citation Count

Published Papers 7

Publication Date

Adversarially Resilient Federated Learning for Heterogeneous Edge Nodes in 5G Networks with Non-IID Data

Internet of Things

IF7.6

2026-03-10

OAAI

Saniya Zafar; Phil Legg; Jonathan White; Ahmad Salman

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Neuromorphic computing for energy-efficient machine intelligence

Engineering Research Express

IF1.6

2026-02-01

PREAI

Latif, Shahid; Zafar, Saniya; Ahmad, Jawad; Khan, Muhammad Zakir; Ullah, Farhan; Khattak, Aizaz Ahmad

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MGNN-IDS: a multi-graph neural network approach for robust intrusion detection in the internet of things

TELECOMMUNICATION SYSTEMS

IF2.3

2025-09-26

PREAI

Alnazzawi, Noha; Asiri, Fatima; Alturki, Nazik; Laula, Zhumabayeva; Zafar, Saniya; Latif, Shahid; Ahmad, Jawad

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Federated Learning with Adversarial Optimisation for Secure and Efficient 5G Edge Computing Networks

Big Data and Cognitive Computing 2025, Vol. 9, Page 238

IF0

2025-09-23

OAAI

Saniya Zafar; Jonathan White; Phil Legg

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Federated learning-based trajectory prediction for dynamic resource allocation in moving small cell networks

VEHICULAR COMMUNICATIONS

IF6.5

2024-06-01

PREAI

Zafar, Saniya; Jangsher, Sobia; Zafar, Adnan

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Federated learning for resource allocation in vehicular edge computing-enabled moving small cell networks

VEHICULAR COMMUNICATIONS

IF6.5

2024-02-01

PREAI

Zafar, Saniya; Jangsher, Sobia; Zafar, Adnan

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Resource Allocation Using Deep Learning in Mobile Small Cell Networks

IEEE TRANSACTIONS ON GREEN COMMUNICATIONS AND NETWORKING

IF6.7

2022-09-01

PREAI

Zafar, Saniya; Jangsher, Sobia; Al-Dweik, Arafat

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Research Directions