From Counterfactuals to Trees: Competitive Analysis of Model Extraction Attacks

NeurIPSSpotlight2025

Authors
Awa Khouna, Julien Ferry, Thibaut Vidal
Venue
NeurIPS 2025
Track
Spotlight

TL;DR

The advent of Machine Learning as a Service (MLaaS) has heightened the trade-off between model explainability and security…

Opening excerpt from the authors’ abstract. source

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Topics

explainability

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