An Efficient Continuous-Variable Quantum Key Distribution with Parameter Optimization Using Elitist Elk Herd Random Immigrants Optimizer and Adaptive Depthwise Separable Convolutional Neural Network. - Vidhya Prakash Rajendran; Deepalakshmi Perumalsamy; Ponnusamy Chinnasamy; Ezhil Kalaimannan (Future Internet, 2025)

Application of XGBoost algorithm and grid search hyperparameter tuning to study health effects among individuals in the industrial area. - Susymary Johnson; Deepalakshmi Perumalsamy (Multim. Tools Appl., 2025)

GEMS: Gas-Enhanced Marine Search for Optimizing Fusion Mamba-Attention Networks for Fake Review Classification. - Sharon Roji Priya C; Deepalakshmi Perumalsamy; Rajermani Thinakaran (Future Internet, 2026)

AdaptiveNet: A Novel Architecture for Reducing Computation Complexity to Fake Review Classification. - Deepalakshmi Perumalsamy; Sharon Roji Priya C; Rajermani Thinakaran (Inf., 2026)