Raphael Olivier

Raphael Olivier

Carnegie Mellon University

H-index: 5

North America-United States

About Raphael Olivier

Raphael Olivier, With an exceptional h-index of 5 and a recent h-index of 5 (since 2020), a distinguished researcher at Carnegie Mellon University, specializes in the field of Deep learning, Adversarial robustness, Automated Speech Recognition.

His recent articles reflect a diverse array of research interests and contributions to the field:

Transferable Adversarial Perturbations between Self-Supervised Speech Recognition Models

How many perturbations break this model? evaluating robustness beyond adversarial accuracy

Assessing and enhancing adversarial robustness in context and applications to speech security

Loft: Local proxy fine-tuning for improving transferability of adversarial attacks against large language model

There is more than one kind of robustness: Fooling whisper with adversarial examples

Watch What You Pretrain For: Targeted, Transferable Adversarial Examples on Self-Supervised Speech Recognition models

Recent improvements of asr models in the face of adversarial attacks

Sequential Randomized Smoothing for Adversarially Robust Speech Recognition

Raphael Olivier Information

University

Position

PhD student

Citations(all)

157

Citations(since 2020)

154

Cited By

29

hIndex(all)

5

hIndex(since 2020)

5

i10Index(all)

2

i10Index(since 2020)

2

Email

University Profile Page

Google Scholar

Raphael Olivier Skills & Research Interests

Deep learning

Adversarial robustness

Automated Speech Recognition

Top articles of Raphael Olivier

Transferable Adversarial Perturbations between Self-Supervised Speech Recognition Models

2023/8/7

How many perturbations break this model? evaluating robustness beyond adversarial accuracy

2023/7/3

Raphael Olivier
Raphael Olivier

H-Index: 1

Bhiksha Raj
Bhiksha Raj

H-Index: 40

Assessing and enhancing adversarial robustness in context and applications to speech security

2023/5

Loft: Local proxy fine-tuning for improving transferability of adversarial attacks against large language model

arXiv preprint arXiv:2310.04445

2023/10/2

There is more than one kind of robustness: Fooling whisper with adversarial examples

arXiv preprint arXiv:2210.17316

2022/10/26

Raphael Olivier
Raphael Olivier

H-Index: 1

Bhiksha Raj
Bhiksha Raj

H-Index: 40

Watch What You Pretrain For: Targeted, Transferable Adversarial Examples on Self-Supervised Speech Recognition models

arXiv preprint arXiv:2209.13523

2022/9/17

Recent improvements of asr models in the face of adversarial attacks

arXiv preprint arXiv:2203.16536

2022/3/29

Raphael Olivier
Raphael Olivier

H-Index: 1

Bhiksha Raj
Bhiksha Raj

H-Index: 40

Sequential Randomized Smoothing for Adversarially Robust Speech Recognition

arXiv preprint arXiv:2112.03000

2021/11/5

Raphael Olivier
Raphael Olivier

H-Index: 1

Bhiksha Raj
Bhiksha Raj

H-Index: 40

High-frequency adversarial defense for speech and audio

2021/6/6

Raphael Olivier
Raphael Olivier

H-Index: 1

Bhiksha Raj
Bhiksha Raj

H-Index: 40

Towards adversarial robustness via compact feature representations

2021/6/6

Raphael Olivier
Raphael Olivier

H-Index: 1

Bhiksha Raj
Bhiksha Raj

H-Index: 40

Optimal Strategies For Comparing Covariates To Solve Matching Problems

2021/1/10

Raphael Olivier
Raphael Olivier

H-Index: 1

Bhiksha Raj
Bhiksha Raj

H-Index: 40

Exploiting non-linear redundancy for neural model compression

2021/1/10

Raphael Olivier
Raphael Olivier

H-Index: 1

Bhiksha Raj
Bhiksha Raj

H-Index: 40

Transfer Learning by Learning Projections from Target to Source

2020

See List of Professors in Raphael Olivier University(Carnegie Mellon University)