Deep learning algorithm for breast masses classification in mammograms. - Vaira Suganthi Gnanasekaran; Sutha Joypaul; Parvathy Meenakshi Sundaram; Durga Devi Chairman (IET Image Process., 2020)

A novel synthetic aperture radar image change detection system using radial basis function-based deep convolutional neural network. - B. Pandeeswari; Sutha Joypaul; Parvathy Meenakshi Sundaram (J. Ambient Intell. Humaniz. Comput., 2021)

Classification of skin lesion images using modified Inception V3 model with transfer learning and augmentation techniques. - Mohamed Ali Jinna Mathina Kani; Parvathy Meenakshi Sundaram; Samsammal Maajitha Banu; Mohamed Saleem Abdul Kareem (J. Intell. Fuzzy Syst., 2023)

An enhanced deep learning-based phishing detection mechanism to effectively identify malicious URLs using variational autoencoders. - Manoj Kumar Prabakaran; Parvathy Meenakshi Sundaram; Abinaya Devi Chandrasekar (IET Inf. Secur., 2023)

Genetic algorithm for feature selection in mammograms for breast masses classification. - Vaira Suganthi Gnanasekaran; Sutha Joypaul; Parvathy Meenakshi Sundaram; N. Muthamil Selvi (Comput. methods Biomech. Biomed. Eng. Imaging Vis., 2024)

PHISH_ATTENTION: achieving robust phishing website detection with balanced datasets and advanced URL features. - Manoj Kumar Prabhakaran; Abinaya Devi Chandrasekar; Parvathy Meenakshi Sundaram (Comput. J., 2025)