An Integrated Intrusion Detection System for Credit Card Fraud Detection. - M. Sasirekha; I. Sumaiya Thaseen; J. Saira Banu (ACITY (1), 2012)

Exploring Vectorization and Prefetching Techniques on Scientific Kernels and Inferring the Cache Performance Metrics. - J. Saira Banu; M. Rajasekhara Babu (Int. J. Grid High Perform. Comput., 2015)

Parallel Implementation of RSA 2D-DCT Steganography and Chaotic 2D-DCT Steganography. - G. Savithri; Vinupriya; Sayali Mane; J. Saira Banu (CVIP (1), 2016)

Accelerating Image Encryption with AES Using GPU: A Quantitative Analysis. - Aryan Saxena; Vatsal Agrawal; Rajdeepa Chakrabarty; Shubhjeet Singh; J. Saira Banu (ISDA (2), 2018)

Frequent Item Set Mining of Large Datasets Using CUDA Computing. - Peddi Karthik; J. Saira Banu (SocProS (2), 2018)

GPU Implementation of Image Convolution Using Sparse Model with Efficient Storage Format. - Jamal Mohammed Saira Banu; M. Rajasekhara Babu; Sumithra Sriram (Int. J. Grid High Perform. Comput., 2018)

An integrated intrusion detection system using correlation-based attribute selection and artificial neural network. - I. Sumaiya Thaseen; J. Saira Banu; K. Lavanya; Muhammad Rukunuddin Ghalib; Kumar Abhishek 004 (Trans. Emerg. Telecommun. Technol., 2021)

Chicken swarm foraging algorithm for big data classification using the deep belief network classifier. - R. Sathyaraj; Lakshmanan Ramanathan; K. Lavanya; Balasubramanian V; J. Saira Banu (Data Technol. Appl., 2021)

GPU-Accelerated implementation of a genetically optimized image encryption algorithm. - Brijgopal Bharadwaj; J. Saira Banu; M. Madiajagan; Muhammad Rukunuddin Ghalib; Oscar Castillo 001; Achyut Shankar (Soft Comput., 2021)

Parallelisation of machine learning models for credit card fraud detection. - J. Saira Banu; Sumaiya Thaseen Ikram; Vanitha Mohanraj; Kishore Sanapala; Polinpapilinho F. Katina (Int. J. Syst. Syst. Eng., 2023)

Parallelization of Machine Learning Models for Credit Card Fraud Detection. - Polinpapilinho F. Katina; Kishore Sanapala; Vanitha Mohanraj; I. Sumaiya Thaseen; J. Saira Banu (Int. J. Syst. Syst. Eng., 2023)

Recurrent Shephard convolutional neural network for heart disease prediction in spark framework. - Jayasri Kotti; Jamal Mohammed Saira Banu; Ramanathan Lakshmanan (Int. J. Ad Hoc Ubiquitous Comput., 2024)

A novel approach to Indian bird species identification: employing visual-acoustic fusion techniques for improved classification accuracy. - Pralhad Gavali; J. Saira Banu (Frontiers Artif. Intell., 2025)

DQFCNN: A New Deep Learning Architecture for Bird Species Classification Based on Images. - Pralhad Gavali; J. Saira Banu (J. Circuits Syst. Comput., 2025)