Mikhail Pautov
4 papers · 2022–2025 · 3 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (3) π Cross-Pollinator (5) π Renaissance Researcher (5)
πΊοΈ
Taxonomy Completionist
(18)
Conferences
AAAI (2)
IJCAI (1)
NIPS (1)
Top co-authors
Research topics
Keywords
adversarial robustness
(2)
randomized smoothing
(2)
probabilistic modeling
(1)
knowledge distillation
(1)
speaker recognition
(1)
adversarial perturbation
(1)
robustness certification
(1)
metric space
(1)
ownership verification
(1)
neural network watermarking
(1)
model protection
(1)
trigger set
(1)
model stealing
(1)
model ownership verification
(1)
probabilistic method
(1)
safety-critical application
(1)
voice biometrics
(1)
neural network
(1)
probabilistic certification
(1)
chernoff-cramer bound
(1)
Papers
Certification of Speaker Recognition Models to Additive Perturbations
AAAI 2025
Probabilistically Robust Watermarking of Neural Networks
IJCAI 2024
Smoothed Embeddings for Certified Few-Shot Learning
NIPS 2022
CC-CERT: A Probabilistic Approach to Certify General Robustness of Neural Networks
AAAI 2022