I Shumailov
4 papers · 2021–2022 · 1 venue · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(13)
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Hot Topic Early Bird
Venues
Top co-authors
Research topics
Artificial Intelligence
(4)
Machine Learning
(3)
Core AI
(3)
Learning Types · Machine Learning
(3)
Deep Learning
(2)
Security & Privacy
(2)
Learning Types · Deep Learning
(2)
Application Areas
(1)
Architectures
(1)
Differential Privacy
(1)
Learning Paradigms · Artificial Intelligence
(1)
Learning Paradigms · Machine Learning
(1)
Optimization & Theory
(1)
Privacy
(1)
Keywords
adversarial attack
(2)
differential privacy
(1)
stochastic gradient descent
(1)
adversarial learning
(1)
adversarial robustness
(1)
few-shot learning
(1)
data poisoning
(1)
adversarial optimization
(1)
training manipulation
(1)
ensemble learning
(1)
neural architecture search
(1)
model adaptation
(1)
backdoor attack
(1)
model training
(1)
poisoning attack
(1)
adversarial example
(1)
privacy leakage
(1)
model invariance
(1)
stochastic defense
(1)
hardware-aware optimization
(1)
Papers
In Differential Privacy, There is Truth: on Vote-Histogram Leakage in Ensemble Private Learning
NeurIPS 2022
On the Limitations of Stochastic Pre-processing Defenses
NeurIPS 2022
Rapid Model Architecture Adaption for Meta-Learning
NeurIPS 2022
Manipulating SGD with Data Ordering Attacks
NeurIPS 2021