Anupam Chattopadhyay

Papers on Lattice

Total citations

Topics

Publication activitypapers/week, last 8 weeks

Research focus

Computer Vision (2)Inference & Quantization (2)Red-Teaming & Adversarial Robustness (2)

Frequent co-authors

Anadi Goyal (2)Nandish Chattopadhyay (2)Chandan Karfa (2)Anadi Goyal (1)

Papers (2)

Aug 5, 2026

Anadi Goyal +32w ago

A Survey of Adversarial Efficiency Degradation for Vision Transformer by Exploiting Input-adaptive Optimization

Adversarial attacks can exploit input-adaptive optimizations in Vision Transformers, undermining their efficiency without sacrificing accuracy.

Anadi Goyal, Nandish Chattopadhyay, Anupam Chattopadhyay +1

Computer Vision Inference & Quantization Red-Teaming & Adversarial Robustness

Anadi Goyal +92w ago

MOAT: Model-Agnostic Randomized Transformations for preventing Efficiency Degradation Attacks on ViTs

Adversarial attacks can degrade the efficiency of Vision Transformers, but MOAT ensures that performance remains nearly intact, limiting GFLOPs loss to just 3.4%.

Anadi Goyal, Anadi Goyal, Nandish Chattopadhyay +7