Awa Khouna

PhD student, École Polytechnique de Montréal, Université de Montréal

1 paper at NeurIPS 2025

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Poster Session 2

1 paper

Wednesday, December 3, 2025 · 4:30 PM → 7:30 PM

Exhibit Hall C,D,E

From Counterfactuals to Trees: Competitive Analysis of Model Extraction Attacks

#1305 Spotlight · Awa Khouna, Julien Ferry, Thibaut Vidal

We propose efficient and effective functionally equivalent model extraction attacks against tree-based models, along with new formal analysis methods to characterize their efficiency.