الباحثون

Raoof Zare Moayedi

المنشورات 2

نسخة أولية وصول مفتوح

Transferable Adversarial Robustness for Speech Foundation Models via Hierarchical Stabilization

Aref Mousavi, Shahab Sherafat, Kiarash Kiani Feriz وآخرون · 2026

Frozen speech foundation models (SFMs) make downstream adaptation efficient: the backbone can stay fixed while a task learns layer fusion and a lightweight classifier. Full adversarial fine-tuning is a standard route to robustness, but generating adversarial examples and updating the backbone for every task sacrifices …

نسخة أولية وصول مفتوح

Geometry-Adaptive Mechanisms for Private Synthetic Data

Raoof Zare Moayedi, Amir R. Asadi, Mohammad Hossein Yassaee وآخرون · 2026

Generating differentially private synthetic data with meaningful Wasserstein utility guarantees is challenging in high dimensions. For datasets of size $n$ on $[0,1]^d$ with $d\ge2$, existing pure $\varepsilon$-differentially private mechanisms achieve expected $1$-Wasserstein error of order $(\varepsilon n)^{-1/d} …

المؤلفون المشاركون