Hybrid evolutionary network architecture search (HyENAS) for convolution class of deep neural networks with applications. - Soniya; Lotika Singh; Sandeep Paul (Expert Syst. J. Knowl. Eng., 2023)

cf-TDFM: A Framework for Limiting Fault Infusion Attacks on Deep Neural Networks. - Mehar Prateek Kalra; Soniya; Apurva Narayan (QRS, 2024)

Are ViTs Weak Against Patch Attacks? - Soniya; Phil Munz; Apurva Narayan (SMC, 2024)