Certification of Speaker Recognition Models to Additive Perturbations

Certification of Speaker Recognition Models to Additive Perturbations

29 April 2024

Mikhail Aleksandrovich Pautov

Papers citing "Certification of Speaker Recognition Models to Additive Perturbations"

17 / 17 papers shown

Title
CAM++: A Fast and Efficient Network for Speaker Verification Using Context-Aware Masking Haibo Wang Siqi Zheng Yafeng Chen Luyao Cheng Qian Chen 76 81 0 01 Mar 2023
Smoothed Embeddings for Certified Few-Shot Learning Mikhail Aleksandrovich Pautov Olesya Kuznetsova Nurislam Tursynbek Aleksandr Petiushko Ivan Oseledets 53 5 0 02 Feb 2022
ASVspoof 2021: accelerating progress in spoofed and deepfake speech detection Junichi Yamagishi Xin Wang Massimiliano Todisco Md. Sahidullah J. Patino ... Xuechen Liu Kong Aik Lee Tomi Kinnunen Nicholas W. D. Evans Héctor Delgado 65 345 0 01 Sep 2021
Certified Robustness via Randomized Smoothing over Multiplicative Parameters of Input Transformations Nikita Muravev Aleksandr Petiushko AAML 30 7 0 28 Jun 2021
SpeechBrain: A General-Purpose Speech Toolkit Mirco Ravanelli Titouan Parcollet Peter William VanHarn Plantinga Aku Rouhe Samuele Cornell ... William Aris Hwidong Na Yan Gao R. Mori Yoshua Bengio 69 763 0 08 Jun 2021
MagFace: A Universal Representation for Face Recognition and Quality Assessment Qiang Meng Shichao Zhao Zhida Huang F. Zhou CVBM 66 490 0 11 Mar 2021
Second-Order Provable Defenses against Adversarial Attacks Sahil Singla Soheil Feizi AAML 47 60 0 01 Jun 2020
An Analysis of Adversarial Attacks and Defenses on Autonomous Driving Models Yao Deng Xi Zheng Tianyi Zhang Chen Chen Guannan Lou Miryung Kim AAML 40 141 0 06 Feb 2020
Fastened CROWN: Tightened Neural Network Robustness Certificates Zhaoyang Lyu Ching-Yun Ko Zhifeng Kong Ngai Wong Dahua Lin Luca Daniel 132 67 0 02 Dec 2019
Real-world adversarial attack on MTCNN face detection system Edgar Kaziakhmedov Klim Kireev Grigorii Melnikov Mikhail Aleksandrovich Pautov Aleksandr Petiushko CVBM AAML 50 41 0 14 Oct 2019
AdvHat: Real-world adversarial attack on ArcFace Face ID system Stepan Alekseevich Komkov Aleksandr Petiushko AAML CVBM 49 284 0 23 Aug 2019
Certified Adversarial Robustness via Randomized Smoothing Jeremy M. Cohen Elan Rosenfeld J. Zico Kolter AAML 130 2,028 0 08 Feb 2019
Obfuscated Gradients Give a False Sense of Security: Circumventing Defenses to Adversarial Examples Anish Athalye Nicholas Carlini D. Wagner AAML 187 3,180 0 01 Feb 2018
VoxCeleb: a large-scale speaker identification dataset Arsha Nagrani Joon Son Chung Andrew Zisserman 117 2,273 0 26 Jun 2017
Maximum Resilience of Artificial Neural Networks Chih-Hong Cheng Georg Nührenberg Harald Ruess AAML 88 283 0 28 Apr 2017
In Defense of the Triplet Loss for Person Re-Identification Alexander Hermans Lucas Beyer Bastian Leibe DML 73 3,200 0 22 Mar 2017
Intriguing properties of neural networks Christian Szegedy Wojciech Zaremba Ilya Sutskever Joan Bruna D. Erhan Ian Goodfellow Rob Fergus AAML 239 14,893 1 21 Dec 2013