Anish Athalye
4 papers · 2018–2022 · 2 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Silver
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Hot Topic Early Bird
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Research topics
Keywords
adversarial example
(3)
neural network
(2)
adversarial attack
(1)
black-box attack
(1)
hardware security module
(1)
side channel
(1)
refinement verification
(1)
white-box attack
(1)
defense mechanism
(1)
affine transformation
(1)
physical world
(1)
gradient masking
(1)
information-preserving refinement
(1)
timing side channel
(1)
functional specification
(1)
verilog implementation
(1)
obfuscated gradient
(1)
optimization-based attack
(1)
computer vision
(1)
query-limited attack
(1)
Papers
Verifying Hardware Security Modules with Information-Preserving Refinement
OSDI 2022
Black-box Adversarial Attacks with Limited Queries and Information
ICML 2018
Obfuscated Gradients Give a False Sense of Security: Circumventing Defenses to Adversarial Examples
ICML 2018
Synthesizing Robust Adversarial Examples
ICML 2018