Recent improvements of ASR models in the face of adversarial attacks

Recent improvements of ASR models in the face of adversarial attacks

29 March 2022

Bhiksha Raj

Papers citing "Recent improvements of ASR models in the face of adversarial attacks"

12 / 12 papers shown

Title
Transferable Adversarial Attacks against ASR Xiaoxue Gao Zexin Li Yiming Chen Cong Liu Yiming Li AAML 36 1 0 14 Nov 2024
Reassessing Noise Augmentation Methods in the Context of Adversarial Speech Karla Pizzi Matías Pizarro Asja Fischer 35 0 0 03 Sep 2024
Improving Membership Inference in ASR Model Auditing with Perturbed Loss Features Francisco Teixeira Karla Pizzi R. Olivier A. Abad Bhiksha Raj Isabel Trancoso AAML 45 2 0 02 May 2024
Speech Robust Bench: A Robustness Benchmark For Speech Recognition Muhammad A. Shah David Solans Noguero Mikko A. Heikkilä Nicolas Kourtellis 27 5 0 08 Mar 2024
An Integrated Algorithm for Robust and Imperceptible Audio Adversarial Examples Armin Ettenhofer Jan-Philipp Schulze Karla Pizzi AAML 27 0 0 05 Oct 2023
DistriBlock: Identifying adversarial audio samples by leveraging characteristics of the output distribution Matías P. Pizarro D. Kolossa Asja Fischer AAML 37 1 0 26 May 2023
There is more than one kind of robustness: Fooling Whisper with adversarial examples R. Olivier Bhiksha Raj AAML 40 12 0 26 Oct 2022
Watch What You Pretrain For: Targeted, Transferable Adversarial Examples on Self-Supervised Speech Recognition models R. Olivier H. Abdullah Bhiksha Raj AAML 26 1 0 17 Sep 2022
Analyzing Robustness of End-to-End Neural Models for Automatic Speech Recognition Goutham Rajendran Wei Zou 23 2 0 17 Aug 2022
Characterizing the adversarial vulnerability of speech self-supervised learning Haibin Wu Bo Zheng Xu Li Xixin Wu Hung-yi Lee Helen Meng AAML SSL 133 7 0 08 Nov 2021
Sequential Randomized Smoothing for Adversarially Robust Speech Recognition R. Olivier Bhiksha Raj AAML 53 11 0 05 Nov 2021
RobustBench: a standardized adversarial robustness benchmark Francesco Croce Maksym Andriushchenko Vikash Sehwag Edoardo Debenedetti Nicolas Flammarion M. Chiang Prateek Mittal Matthias Hein VLM 234 678 0 19 Oct 2020