Sanjay Kariyappa
7 papers · 2020–2024 · 5 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π Conference Polyglot (5) π Cross-Pollinator (13) πΊοΈ Taxonomy Completionist (10) π§ Keyword Pioneer
π
Grand Slam
Conferences
CVPR (2)
ICML (2)
AAAI (1)
ICLR (1)
NIPS (1)
Top co-authors
Research topics
Keywords
black-box attack
(2)
model stealing
(2)
privacy attack
(1)
blind source separation
(1)
independent component analysis
(1)
pac learning
(1)
feature importance
(1)
gradient estimation
(1)
fisher information
(1)
adversarial attack
(1)
generative model
(1)
multi-armed bandit
(1)
deep neural network
(1)
adversarial defense
(1)
synthetic datum
(1)
zeroth-order optimization
(1)
out-of-distribution detection
(1)
privacy risk
(1)
gradient inversion
(1)
shap value
(1)
Papers
SHAP@k: Efficient and Probably Approximately Correct (PAC) Identification of Top-K Features
AAAI 2024
Progressive Inference: Explaining Decoder-Only Sequence Classification Models Using Intermediate Predictions
ICML 2024
Cocktail Party Attack: Breaking Aggregation-Based Privacy in Federated Learning Using Independent Component Analysis
ICML 2023
Bounding the Invertibility of Privacy-preserving Instance Encoding using Fisher Information
NIPS 2023
MAZE: Data-Free Model Stealing Attack Using Zeroth-Order Gradient Estimation
CVPR 2021
Protecting DNNs from Theft using an Ensemble of Diverse Models
ICLR 2021
Defending Against Model Stealing Attacks With Adaptive Misinformation
CVPR 2020