Author

S. Vamsee Krishna

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#reinforcement learning Book Sep 2026

Emerging Cybersecurity Challenges in Machine Learning-Enabled Smart Heterogeneous Networks

The chapter tries to resolve this emerging problem of machine learning-based smart heterogeneous networks, and cybersecurity by creating a multi-layered security infrastructure which is scalable to detect and react to security attacks in real-time. It proposes a multi-modal deep learning (CNNLSTM), adaptive control by...

Harish Reddy Gantla, N. Thangadurai, Manikandan Hariharan et al. · Advances in wireless technol... · 0 citations

#reinforcement learning Book Sep 2026

Advanced Machine Learning Techniques for Crime Prediction in Smart Heterogeneous Policing Networks

The proposed chapter suggest a highly complex machine learning crime prediction model on an intelligent heterogeneous policing network, which will have to consider dynamic environment, multimodal, and real-time decision-making. A deep learning (CNN LSTM) hybrid architecture that is founded on graph neural networks and...

Pradeep Sambamurthy, Sanjeev Gour, S. Vamsee Krishna et al. · Advances in wireless technol... · 0 citations