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Author

S. Shivani

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2 papers indexed here

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Open access Jul 2026

Privacy-Aware Federated Deep Learning Framework for Intelligent Flood Forecasting and Water Level Prediction

A PrivacyAware Federated Deep Learning Framework for Intelligent Flood Forecasting and Water Level Prediction, which combines Federated Learning with a Feedforward Neural Network to deliver secure and accurate predictions without sharing raw data among participating stations is presented.

S. Shivani, Sk.Mahammadunnisa · 0 citations
Conference Jul 2026

Benchmarking Deepfake Detectors: Comparative Analysis of Spatial, Temporal, and Hybrid Architectures

Generative AI advancements are rapidly producing highly realistic deepfake videos, which raises major concerns for digital authenticity and security. This paper presents a comparative analysis of representative spatial, temporal, and hybrid deepfake detection architectures. Selected representative models include a ligh...

Varadharajan Govind, S. Shivani, S. S et al. · 0 citations

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