Imperceptible, Robust, and Targeted Adversarial Examples for Automatic Speech Recognition

22 March 2019

Papers citing "Imperceptible, Robust, and Targeted Adversarial Examples for Automatic Speech Recognition"

50 / 174 papers shown

Title
Adversarial Attack on Radar-based Environment Perception Systems Amira Guesmi Ihsen Alouani AAML 33 2 0 02 Nov 2022
V-Cloak: Intelligibility-, Naturalness- & Timbre-Preserving Real-Time Voice Anonymization Jiangyi Deng Fei Teng Yanjiao Chen Xiaofu Chen Zhaohui Wang Wenyuan Xu 13 11 0 27 Oct 2022
There is more than one kind of robustness: Fooling Whisper with adversarial examples R. Olivier Bhiksha Raj AAML 32 12 0 26 Oct 2022
Secure and Trustworthy Artificial Intelligence-Extended Reality (AI-XR) for Metaverses Adnan Qayyum M. A. Butt Hassan Ali Muhammad Usman O. Halabi Ala I. Al-Fuqaha Q. Abbasi Muhammad Ali Imran Junaid Qadir 30 32 0 24 Oct 2022
Push-Pull: Characterizing the Adversarial Robustness for Audio-Visual Active Speaker Detection Xuan-Bo Chen Haibin Wu Helen Meng Hung-yi Lee J. Jang AAML 20 3 0 03 Oct 2022
Watch What You Pretrain For: Targeted, Transferable Adversarial Examples on Self-Supervised Speech Recognition models R. Olivier H. Abdullah Bhiksha Raj AAML 24 1 0 17 Sep 2022
Instance Attack:An Explanation-based Vulnerability Analysis Framework Against DNNs for Malware Detection Ruijin Sun Shize Guo Jinhong Guo Changyou Xing Luming Yang Xi Guo Zhisong Pan AAML 24 1 0 06 Sep 2022
Adversarial Detection: Attacking Object Detection in Real Time Han-Ching Wu Syed Yunas Sareh Rowlands Wenjie Ruan Johan Wahlstrom AAML 25 4 0 05 Sep 2022
Adversarial Attacks on ASR Systems: An Overview Xiao Zhang Hao Tan Xuan Huang Denghui Zhang Keke Tang Zhaoquan Gu AAML 14 3 0 03 Aug 2022
Perception-Aware Attack: Creating Adversarial Music via Reverse-Engineering Human Perception Rui Duan Zhe Qu Shangqing Zhao Leah Ding Yao-Hong Liu Zhuo Lu AAML 21 5 0 26 Jul 2022
RSD-GAN: Regularized Sobolev Defense GAN Against Speech-to-Text Adversarial Attacks Mohammad Esmaeilpour Nourhene Chaalia P. Cardinal AAML 13 1 0 14 Jul 2022
Adversarial Privacy Protection on Speech Enhancement Mingyu Dong Diqun Yan Rangding Wang AAML 14 2 0 16 Jun 2022
Towards Understanding and Mitigating Audio Adversarial Examples for Speaker Recognition Guangke Chen Zhe Zhao Fu Song Sen Chen Lingling Fan Feng Wang Jiashui Wang AAML 20 36 0 07 Jun 2022
Adversarial attacks and defenses in Speaker Recognition Systems: A survey Jiahe Lan Rui Zhang Zheng Yan Jie Wang Yu Chen Ronghui Hou AAML 24 23 0 27 May 2022
SoK: Rethinking Sensor Spoofing Attacks against Robotic Vehicles from a Systematic View Yuan Xu Xingshuo Han Gelei Deng Jiwei Li Yang Liu Tianwei Zhang AAML 19 20 0 10 May 2022
DDDM: a Brain-Inspired Framework for Robust Classification Xiyuan Chen Xingyu Li Yi Zhou Tianming Yang AAML DiffM 36 7 0 01 May 2022
Dictionary Attacks on Speaker Verification Mirko Marras Pawel Korus Anubhav Jain N. Memon AAML 26 9 0 24 Apr 2022
Disappeared Command: Spoofing Attack On Automatic Speech Recognition Systems with Sound Masking Jinghui Xu Jifeng Zhu Yong-Liang Yang 13 1 0 19 Apr 2022
Defense against Adversarial Attacks on Hybrid Speech Recognition using Joint Adversarial Fine-tuning with Denoiser Sonal Joshi Saurabh Kataria Yiwen Shao Piotr Żelasko Jesus Villalba Sanjeev Khudanpur Najim Dehak AAML 25 4 0 08 Apr 2022
Recent improvements of ASR models in the face of adversarial attacks R. Olivier Bhiksha Raj AAML 16 13 0 29 Mar 2022
Neural Predictor for Black-Box Adversarial Attacks on Speech Recognition Marie Biolková Bac Nguyen AAML 25 2 0 18 Mar 2022
Attacks as Defenses: Designing Robust Audio CAPTCHAs Using Attacks on Automatic Speech Recognition Systems H. Abdullah Aditya Karlekar S. Prasad Muhammad Sajidur Rahman Logan Blue L. A. Bauer Vincent Bindschaedler Patrick Traynor AAML 21 3 0 10 Mar 2022
aaeCAPTCHA: The Design and Implementation of Audio Adversarial CAPTCHA Md. Imran Hossen X. Hei 23 4 0 05 Mar 2022
Adversarial Attacks on Speech Recognition Systems for Mission-Critical Applications: A Survey Ngoc Dung Huynh Mohamed Reda Bouadjenek Imran Razzak Kevin Lee Chetan Arora Ali Hassani A. Zaslavsky AAML 23 6 0 22 Feb 2022
Alexa versus Alexa: Controlling Smart Speakers by Self-Issuing Voice Commands Sergio Esposito D. Sgandurra G. Bella 26 14 0 17 Feb 2022
FAAG: Fast Adversarial Audio Generation through Interactive Attack Optimisation Yuantian Miao Chao Chen Lei Pan Jun Zhang Yang Xiang AAML 15 2 0 11 Feb 2022
Tubes Among Us: Analog Attack on Automatic Speaker Identification Shimaa Ahmed Yash R. Wani Ali Shahin Shamsabadi Mohammad Yaghini Ilia Shumailov Nicolas Papernot Kassem Fawaz AAML 40 4 0 06 Feb 2022
Visualizing Automatic Speech Recognition -- Means for a Better Understanding? Karla Markert Romain Parracone Mykhailo Kulakov Philip Sperl Ching-yu Kao Konstantin Böttinger 13 8 0 01 Feb 2022
Language Dependencies in Adversarial Attacks on Speech Recognition Systems Karla Markert Donika Mirdita Konstantin Böttinger AAML SILM 17 4 0 01 Feb 2022
Adversarial Machine Learning Threat Analysis and Remediation in Open Radio Access Network (O-RAN) Edan Habler Ron Bitton D. Avraham D. Mimran Eitan Klevansky Oleg Brodt Heiko Lehmann Yuval Elovici A. Shabtai AAML 39 12 0 16 Jan 2022
Robustifying automatic speech recognition by extracting slowly varying features Matías P. Pizarro D. Kolossa Asja Fischer AAML 17 2 0 14 Dec 2021
Real-Time Neural Voice Camouflage Mia Chiquier Chengzhi Mao Carl Vondrick 19 6 0 14 Dec 2021
Detecting Audio Adversarial Examples with Logit Noising N. Park Sangwoo Ji Jong Kim AAML 19 5 0 13 Dec 2021
Catch Me If You Can: Blackbox Adversarial Attacks on Automatic Speech Recognition using Frequency Masking Xiao-lan Wu A. Rajan AAML 11 4 0 03 Dec 2021
Unity is strength: Improving the Detection of Adversarial Examples with Ensemble Approaches Francesco Craighero Fabrizio Angaroni Fabio Stella Chiara Damiani M. Antoniotti Alex Graudenzi AAML 13 8 0 24 Nov 2021
SmoothMix: Training Confidence-calibrated Smoothed Classifiers for Certified Robustness Jongheon Jeong Sejun Park Minkyu Kim Heung-Chang Lee Do-Guk Kim Jinwoo Shin AAML 23 55 0 17 Nov 2021
Neural Population Geometry Reveals the Role of Stochasticity in Robust Perception Joel Dapello J. Feather Hang Le Tiago Marques David D. Cox Josh H. McDermott J. DiCarlo SueYeon Chung AAML OOD 11 24 0 12 Nov 2021
Characterizing the adversarial vulnerability of speech self-supervised learning Haibin Wu Bo Zheng Xu Li Xixin Wu Hung-yi Lee Helen Meng AAML SSL 125 7 0 08 Nov 2021
Sequential Randomized Smoothing for Adversarially Robust Speech Recognition R. Olivier Bhiksha Raj AAML 34 11 0 05 Nov 2021
Beyond $L_p$ clipping: Equalization-based Psychoacoustic Attacks against ASRs H. Abdullah Muhammad Sajidur Rahman Christian Peeters Cassidy Gibson Washington Garcia Vincent Bindschaedler T. Shrimpton Patrick Traynor AAML 11 9 0 25 Oct 2021
Generating Watermarked Adversarial Texts Mingjie Li Hanzhou Wu Xinpeng Zhang AAML WaLM 19 1 0 25 Oct 2021
AequeVox: Automated Fairness Testing of Speech Recognition Systems Sai Sathiesh Rajan Sakshi Udeshi Sudipta Chattopadhyay 20 15 0 19 Oct 2021
Black-box Adversarial Attacks on Commercial Speech Platforms with Minimal Information Baolin Zheng Peipei Jiang Qian Wang Qi Li Chao Shen Cong Wang Yunjie Ge Qingyang Teng Shenyi Zhang AAML 18 69 0 19 Oct 2021
SoK: Machine Learning Governance Varun Chandrasekaran Hengrui Jia Anvith Thudi Adelin Travers Mohammad Yaghini Nicolas Papernot 38 16 0 20 Sep 2021
"Hello, It's Me": Deep Learning-based Speech Synthesis Attacks in the Real World Emily Wenger Max Bronckers Christian Cianfarani Jenna Cryan Angela Sha Haitao Zheng Ben Y. Zhao AAML 35 39 0 20 Sep 2021
Targeted Attack on Deep RL-based Autonomous Driving with Learned Visual Patterns Prasanth Buddareddygari Travis Zhang Yezhou Yang Yi Ren AAML 37 13 0 16 Sep 2021
SEC4SR: A Security Analysis Platform for Speaker Recognition Guangke Chen Zhe Zhao Fu Song Sen Chen Lingling Fan Yang Liu AAML 17 12 0 04 Sep 2021
Adversarial Example Devastation and Detection on Speech Recognition System by Adding Random Noise Mingyu Dong Diqun Yan Yongkang Gong Rangding Wang AAML 23 2 0 31 Aug 2021
On the Exploitability of Audio Machine Learning Pipelines to Surreptitious Adversarial Examples Adelin Travers Lorna Licollari Guanghan Wang Varun Chandrasekaran Adam Dziedzic David Lie Nicolas Papernot AAML 20 3 0 03 Aug 2021
Towards Making Deep Learning-based Vulnerability Detectors Robust Zhen Li Jing Tang Deqing Zou Qian Chen Shouhuai Xu Chao Zhang Yichen Li Hai Jin AAML 6 9 0 02 Aug 2021