Trans-defense: Transformer-based Denoiser for Adversarial Defense with Spatial-Frequency Domain Representation. - Alik Pramanick; Mayank Bansal; Utkarsh Srivastava; Suklav Ghosh; Arijit Sur (CoRR, 2025)

C-LEAD: Contrastive Learning for Enhanced Adversarial Defense. - Suklav Ghosh; Sonal Kumar; Arijit Sur (CoRR, 2025)

Universal Adversarial Suffixes Using Calibrated Gumbel-Softmax Relaxation. - Sampriti Soor; Suklav Ghosh; Arijit Sur (CoRR, 2025)

Universal Adversarial Suffixes for Language Models Using Reinforcement Learning with Calibrated Reward. - Sampriti Soor; Suklav Ghosh; Arijit Sur (CoRR, 2025)

DGSSM: Diffusion guided state-space models for multimodal salient object detection. - Suklav Ghosh; Arijit Sur; Pinaki Mitra (CoRR, 2026)