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Ayshika Kapoor

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2025
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Ayshika Kapoor, Dheeraj Kumar:
Federated Learning for Urban Sensing Systems: A Comprehensive Survey on Attacks, Defences, Incentive Mechanisms, and Applications. IEEE Commun. Surv. Tutorials 27(2): 1293-1325 (2025)
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Ayshika Kapoor, Dheeraj Kumar:
K-HashFed: Communication Efficient Federated Learning through Gradient Clustering and Hashing. ICASSP 2025: 1-5
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Ayshika Kapoor, Dheeraj Kumar:
Federated Learning Framework for Adaptive Spatio-Temporal Graph Neural Networks in Weather Forecasting. NCC 2025: 1-6
2024
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Ayshika Kapoor, Dheeraj Kumar:
Computation and communication efficient approach for federated learning based urban sensing applications against inference attacks. Pervasive Mob. Comput. 98: 101875 (2024)
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Ayshika Kapoor, Dheeraj Kumar:
Federated Learning-based Real-Time Participatory Road Condition Monitoring System. ANTS 2024: 1-6
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Ayshika Kapoor, Dheeraj Kumar:
Efficient Drone-Based Mobile Wireless Sensor Network for Spatio-Temporal Environmental Monitoring. ANTS 2024: 1-6
2023
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Sparsh Gupta, Ayshika Kapoor, Dheeraj Kumar:
A Resource Adaptive Secure Aggregation Protocol for Federated Learning based Urban Sensing Systems. COMAD/CODS 2023: 135

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