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Author

Ginne M. James

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Conference Aug 2026

AI-Driven Big Data Security Framework for Intelligent Threat Detection and Privacy Preservation

With the explosive growth of big data environments, cybersecurity and privacy concerns have become more complex. The complexity of connecting distributed storage, cloud platforms, enterprise applications, and various data types creates a vast attack surface that traditional security has difficulty protecting against fr...

Vijayasri Nidadavolu, Ginne M. James, Dabbu Murali et al. · 0 citations
Open access Jul 2026

Deep-Learning Intrusion Detection for Connected and Autonomous Vehicles

A hybrid deep-learning intrusion detection system (IDS) that combines one-dimensional convolutional layers, a bidirectional long short-term memory (BiLSTM) network, and a temporal attention mechanism to detect malicious activity directly from CAN frame streams is presented.

Ginne M James · 0 citations

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