Sébastien Gambs
5 papers · 2019–2024 · 3 conferences · across top CS/AI conferences
Achievements
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🧭 Keyword Pioneer 🌍 Conference Polyglot (3) 🏃 Academic Marathon (5) 🐝 Cross-Pollinator (6) 🌉 Interdisciplinary Bridge
🗺️
Taxonomy Completionist
(10)
🐣
Hot Topic Early Bird
Conferences
NIPS (3)
ICLR (1)
ICML (1)
Top co-authors
Research topics
Keywords
black-box model
(3)
model explanation
(3)
privacy auditing
(1)
interpretable model
(1)
privacy leakage
(1)
membership inference
(1)
machine learning model
(1)
generated datum
(1)
post-hoc explanation
(1)
model auditing
(1)
privacy measurement
(1)
rule list
(1)
fidelity-unfairness trade-off
(1)
model security
(1)
fairwashing detection
(1)
surrogate model
(1)
Papers
PANORAMIA: Privacy Auditing of Machine Learning Models without Retraining
NIPS 2024
Confidential-PROFITT: Confidential PROof of FaIr Training of Trees
ICLR 2023
Washing The Unwashable : On The (Im)possibility of Fairwashing Detection
NIPS 2022
Characterizing the risk of fairwashing
NIPS 2021
Fairwashing: the risk of rationalization
ICML 2019