Title
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 52 3 0 10 Mar 2022
aaeCAPTCHA: The Design and Implementation of Audio Adversarial CAPTCHA Md. Imran Hossen X. Hei 48 5 0 05 Mar 2022
Alexa versus Alexa: Controlling Smart Speakers by Self-Issuing Voice Commands Sergio Esposito D. Sgandurra G. Bella 63 15 0 17 Feb 2022
FAAG: Fast Adversarial Audio Generation through Interactive Attack Optimisation Yuantian Miao Chao Chen Lei Pan Jun Zhang Yang Xiang AAML 99 2 0 11 Feb 2022
Fooling the Eyes of Autonomous Vehicles: Robust Physical Adversarial Examples Against Traffic Sign Recognition Systems Wei Jia Zhaojun Lu Haichun Zhang Zhenglin Liu Jie Wang Gang Qu AAML 71 54 0 17 Jan 2022
Detecting Audio Adversarial Examples with Logit Noising N. Park Sangwoo Ji Jong Kim AAML 85 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 90 5 0 03 Dec 2021
Sequential Randomized Smoothing for Adversarially Robust Speech Recognition R. Olivier Bhiksha Raj AAML 110 11 0 05 Nov 2021
WaveFake: A Data Set to Facilitate Audio Deepfake Detection Joel Frank Lea Schonherr DiffM 204 131 0 04 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 43 10 0 25 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 34 73 0 19 Oct 2021
FakeWake: Understanding and Mitigating Fake Wake-up Words of Voice Assistants Yanjiao Chen Yijie Bai Richard Mitev Kaibo Wang A. Sadeghi Wenyuan Xu AAML 72 21 0 21 Sep 2021
SEC4SR: A Security Analysis Platform for Speaker Recognition Guangke Chen Zhe Zhao Fu Song Sen Chen Lingling Fan Yang Liu AAML 70 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 35 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 60 3 0 03 Aug 2021
A Tandem Framework Balancing Privacy and Security for Voice User Interfaces Ranya Aloufi Hamed Haddadi David E. Boyle 83 3 0 21 Jul 2021
Open, Sesame! Introducing Access Control to Voice Services Dominika Woszczyk Alvin Lee Soteris Demetriou AAML 28 1 0 27 Jun 2021
Voting for the right answer: Adversarial defense for speaker verification Haibin Wu Yang Zhang Zhiyong Wu Dong Wang Hung-yi Lee AAML 76 25 0 15 Jun 2021
Improving the Adversarial Robustness for Speaker Verification by Self-Supervised Learning Haibin Wu Xu Li Andy T. Liu Zhiyong Wu Helen Meng Hung-yi Lee AAML SSL 102 30 0 01 Jun 2021
Security and Privacy in the Emerging Cyber-Physical World: A Survey Zhiyuan Yu Zack Kaplan Qiben Yan Ning Zhang 44 32 0 27 May 2021
Robust Sensor Fusion Algorithms Against Voice Command Attacks in Autonomous Vehicles Jiwei Guan Xi Zheng Chen Wang Yipeng Zhou A. Jolfaei AAML 38 5 0 20 Apr 2021
Jekyll: Attacking Medical Image Diagnostics using Deep Generative Models Neal Mangaokar Jiameng Pu P. Bhattacharya Chandan K. Reddy Bimal Viswanath AAML MedIm 45 27 0 05 Apr 2021
Two Truths and a Lie: Exploring Soft Moderation of COVID-19 Misinformation with Amazon Alexa Donald Gover Filipo Sharevski 24 7 0 01 Apr 2021
Adversarial Attacks and Defenses for Speech Recognition Systems Piotr Żelasko Sonal Joshi Yiwen Shao Jesus Villalba J. Trmal Najim Dehak Sanjeev Khudanpur AAML 55 29 0 31 Mar 2021
SoK: A Modularized Approach to Study the Security of Automatic Speech Recognition Systems Yuxuan Chen Jiangshan Zhang Xuejing Yuan Shengzhi Zhang Kai Chen Xiaofeng Wang Shanqing Guo AAML 78 17 0 19 Mar 2021
WaveGuard: Understanding and Mitigating Audio Adversarial Examples Shehzeen Samarah Hussain Paarth Neekhara Shlomo Dubnov Julian McAuley F. Koushanfar AAML 90 74 0 04 Mar 2021
Dompteur: Taming Audio Adversarial Examples Thorsten Eisenhofer Lea Schonherr Joel Frank Lars Speckemeier D. Kolossa Thorsten Holz AAML 85 25 0 10 Feb 2021
FenceBox: A Platform for Defeating Adversarial Examples with Data Augmentation Techniques Han Qiu Yi Zeng Tianwei Zhang Yong Jiang Meikang Qiu AAML 44 15 0 03 Dec 2020
Stop Bugging Me! Evading Modern-Day Wiretapping Using Adversarial Perturbations Yael Mathov Tal Senior A. Shabtai Yuval Elovici 48 5 0 24 Oct 2020
Towards Resistant Audio Adversarial Examples Tom Dörr Karla Markert Nicolas Müller Konstantin Böttinger AAML 29 7 0 14 Oct 2020
Using Inaudible Audio and Voice Assistants to Transmit Sensitive Data over Telephony Zhengxian He M. Rajput M. Ahamad 13 0 0 21 Sep 2020
When the Differences in Frequency Domain are Compensated: Understanding and Defeating Modulated Replay Attacks on Automatic Speech Recognition Shu Wang Jiahao Cao Xu He Kun Sun Qi Li AAML 43 28 0 01 Sep 2020
Measuring the Effectiveness of Privacy Policies for Voice Assistant Applications Song Liao Christin Wilson Long Cheng Hongxin Hu Huixing Deng 38 66 0 29 Jul 2020
SoK: The Faults in our ASRs: An Overview of Attacks against Automatic Speech Recognition and Speaker Identification Systems H. Abdullah Kevin Warren Vincent Bindschaedler Nicolas Papernot Patrick Traynor AAML 73 129 0 13 Jul 2020
LeakyPick: IoT Audio Spy Detector Richard Mitev A. Pazii Markus Miettinen William Enck A. Sadeghi 35 27 0 01 Jul 2020
Light Commands: Laser-Based Audio Injection Attacks on Voice-Controllable Systems Takeshi Sugawara Benjamin Cyr Sara Rampazzi Daniel Genkin Kevin Fu AAML 70 167 0 22 Jun 2020
Mitigating Advanced Adversarial Attacks with More Advanced Gradient Obfuscation Techniques Han Qiu Yi Zeng Qinkai Zheng Tianwei Zhang Meikang Qiu G. Memmi AAML 69 14 0 27 May 2020
Fingerprinting Encrypted Voice Traffic on Smart Speakers with Deep Learning Chenggang Wang Sean Kennedy Haipeng Li King Hudson G. Atluri Xuetao Wei Wenhai Sun Boyang Wang 54 44 0 20 May 2020
Enabling Fast and Universal Audio Adversarial Attack Using Generative Model Yi Xie Zhuohang Li Cong Shi Jian-Dong Liu Yingying Chen Bo Yuan AAML 84 69 0 26 Apr 2020
Extending Adversarial Attacks to Produce Adversarial Class Probability Distributions Jon Vadillo Roberto Santana Jose A. Lozano AAML 33 0 0 14 Apr 2020
Learning to fool the speaker recognition Jiguo Li Xinfeng Zhang Jizheng Xu Li Zhang Y. Wang Siwei Ma Wen Gao AAML 49 21 0 07 Apr 2020
Real-time, Universal, and Robust Adversarial Attacks Against Speaker Recognition Systems Yi Xie Cong Shi Zhuohang Li Jian-Dong Liu Yingying Chen Bo Yuan AAML 138 98 0 04 Mar 2020
On the human evaluation of audio adversarial examples Jon Vadillo Roberto Santana AAML 55 3 0 23 Jan 2020
Security Vetting Process of Smart-home Assistant Applications: A First Look and Case Studies Hang Hu Limin Yang Shihan Lin Gang Wang 26 9 0 13 Jan 2020
Towards Security Threats of Deep Learning Systems: A Survey Yingzhe He Guozhu Meng Kai Chen Xingbo Hu Jinwen He AAML ELM 56 14 0 28 Nov 2019
Who is Real Bob? Adversarial Attacks on Speaker Recognition Systems Guangke Chen Sen Chen Lingling Fan Xiaoning Du Zhe Zhao Fu Song Yang Liu AAML 114 197 0 03 Nov 2019
Adversarial Example Detection by Classification for Deep Speech Recognition Saeid Samizade Zheng-Hua Tan Chao Shen X. Guan AAML 79 35 0 22 Oct 2019
LanCe: A Comprehensive and Lightweight CNN Defense Methodology against Physical Adversarial Attacks on Embedded Multimedia Applications Zirui Xu Fuxun Yu Xiang Chen AAML 51 27 0 17 Oct 2019
Hear "No Evil", See "Kenansville": Efficient and Transferable Black-Box Attacks on Speech Recognition and Voice Identification Systems H. Abdullah Muhammad Sajidur Rahman Washington Garcia Logan Blue Kevin Warren Anurag Swarnim Yadav T. Shrimpton Patrick Traynor AAML 75 88 0 11 Oct 2019
Lower Bounds on Adversarial Robustness from Optimal Transport A. Bhagoji Daniel Cullina Prateek Mittal OOD OT AAML 70 94 0 26 Sep 2019