ENTITY
Nandish Chattopadhyay
Nandish Chattopadhyay
PulseAugur coverage of Nandish Chattopadhyay — every cluster mentioning Nandish Chattopadhyay across labs, papers, and developer communities, ranked by signal.
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MOAT defense pipeline protects Vision Transformers from efficiency degradation attacks
Researchers have introduced MOAT, a novel defense pipeline designed to protect Vision Transformers (ViTs) from adversarial attacks that degrade their efficiency. MOAT employs a series of input transformations, making it…
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Survey details adversarial attacks targeting Vision Transformer efficiency
A new survey paper examines adversarial attacks that degrade the efficiency of Vision Transformers (ViTs) by exploiting their input-adaptive inference mechanisms. These attacks aim to increase computational load without…