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
Towards Imperceptible Adversarial Attacks for Time Series Classification with Local Perturbations and Frequency Analysis Wenwei Gu Renyi Zhong Jianping Zhang Michael R. Lyu AAML 38 0 0 25 Mar 2025
Are Deep Speech Denoising Models Robust to Adversarial Noise? Will Schwarzer Philip S. Thomas Andrea Fanelli Xiaoyu Liu 54 0 0 14 Mar 2025
Carefully Blending Adversarial Training, Purification, and Aggregation Improves Adversarial Robustness Emanuele Ballarin A. Ansuini Luca Bortolussi AAML 62 0 0 20 Feb 2025
"I am bad": Interpreting Stealthy, Universal and Robust Audio Jailbreaks in Audio-Language Models Isha Gupta David Khachaturov Robert D. Mullins AAML AuLLM 65 1 0 02 Feb 2025
Prompt-Guided Environmentally Consistent Adversarial Patch Chaoqun Li Huanqian Yan Lifeng Zhou Tairan Chen Zhuodong Liu Hang Su DiffM AAML 34 0 0 15 Nov 2024
Transferable Adversarial Attacks against ASR Xiaoxue Gao Zexin Li Yiming Chen Cong Liu Yiming Li AAML 36 1 0 14 Nov 2024
Evaluating Synthetic Command Attacks on Smart Voice Assistants Zhengxian He Ashish Kundu M. Ahamad ELM AAML 26 0 0 13 Nov 2024
Low-Rank Adversarial PGD Attack Dayana Savostianova Emanuele Zangrando Francesco Tudisco AAML 23 0 0 16 Oct 2024
Revisiting Acoustic Features for Robust ASR Muhammad Ahmed Shah Bhiksha Raj AAML 16 0 0 24 Sep 2024
D-CAPTCHA++: A Study of Resilience of Deepfake CAPTCHA under Transferable Imperceptible Adversarial Attack Hong-Hanh Nguyen-Le Van-Tuan Tran Dinh-Thuc Nguyen Nhien-An Le-Khac AAML 30 2 0 11 Sep 2024
Flatness-aware Sequential Learning Generates Resilient Backdoors Hoang Pham The-Anh Ta Anh Tran Khoa D. Doan FedML AAML 34 0 0 20 Jul 2024
Controlling Whisper: Universal Acoustic Adversarial Attacks to Control Speech Foundation Models Vyas Raina Mark J. F. Gales AAML 35 1 0 05 Jul 2024
Zero-Query Adversarial Attack on Black-box Automatic Speech Recognition Systems Zheng Fang Tao Wang Lingchen Zhao Shenyi Zhang Bowen Li Yunjie Ge Q. Li Chao Shen Qian Wang 16 4 0 27 Jun 2024
Uniform Convergence of Adversarially Robust Classifiers Rachel Morris Ryan Murray AAML 40 1 0 20 Jun 2024
Neural Codec-based Adversarial Sample Detection for Speaker Verification Xuanjun Chen Jiawei Du Haibin Wu Jyh-Shing Roger Jang Hung-yi Lee 32 2 0 07 Jun 2024
Sok: Comprehensive Security Overview, Challenges, and Future Directions of Voice-Controlled Systems Haozhe Xu Cong Wu Yangyang Gu Xingcan Shang Jing Chen Kun He Ruiying Du 48 3 0 27 May 2024
Towards Evaluating the Robustness of Automatic Speech Recognition Systems via Audio Style Transfer Weifei Jin Yuxin Cao Junjie Su Qi Shen Kai Ye Derui Wang Jie Hao Ziyao Liu AAML 30 2 0 15 May 2024
Muting Whisper: A Universal Acoustic Adversarial Attack on Speech Foundation Models Vyas Raina Rao Ma Charles G McGhee Kate Knill Mark J. F. Gales AAML 33 4 0 09 May 2024
Intra-Section Code Cave Injection for Adversarial Evasion Attacks on Windows PE Malware File Kshitiz Aryal Maanak Gupta Mahmoud Abdelsalam Moustafa Saleh AAML 20 7 0 11 Mar 2024
XAI-Based Detection of Adversarial Attacks on Deepfake Detectors Ben Pinhasov Raz Lapid Rony Ohayon Moshe Sipper Y. Aperstein AAML 29 7 0 05 Mar 2024
Adversarially Robust Deepfake Detection via Adversarial Feature Similarity Learning Sarwar Khan AAML 29 4 0 06 Feb 2024
MutaBot: A Mutation Testing Approach for Chatbots Michael Ferdinando Urrico Diego Clerissi Leonardo Mariani 17 1 0 18 Jan 2024
An Optimal Transport Approach for Computing Adversarial Training Lower Bounds in Multiclass Classification Nicolas García Trillos Matt Jacobs Jakwang Kim Matthew Werenski AAML 43 2 0 17 Jan 2024
QuadAttack: A Quadratic Programming Approach to Ordered Top-K Attacks Thomas Paniagua Ryan Grainger Tianfu Wu AAML 27 0 0 12 Dec 2023
A Survey of Adversarial CAPTCHAs on its History, Classification and Generation Zisheng Xu Qiao Yan Fei Yu Victor C.M. Leung AAML 21 1 0 22 Nov 2023
An Initial Investigation of Neural Replay Simulator for Over-the-Air Adversarial Perturbations to Automatic Speaker Verification Jiaqi Li Li Wang Liumeng Xue Lei Wang Zhizheng Wu AAML 25 3 0 09 Oct 2023
An Integrated Algorithm for Robust and Imperceptible Audio Adversarial Examples Armin Ettenhofer Jan-Philipp Schulze Karla Pizzi AAML 19 0 0 05 Oct 2023
Privacy-preserving and Privacy-attacking Approaches for Speech and Audio -- A Survey Yuchen Liu Apu Kapadia Donald Williamson AAML 38 0 0 26 Sep 2023
Stealthy Physical Masked Face Recognition Attack via Adversarial Style Optimization Huihui Gong Minjing Dong Siqi Ma S. Çamtepe Surya Nepal Chang Xu AAML 19 4 0 18 Sep 2023
PhantomSound: Black-Box, Query-Efficient Audio Adversarial Attack via Split-Second Phoneme Injection Hanqing Guo Guangjing Wang Yuanda Wang Bocheng Chen Qiben Yan Li Xiao AAML 37 9 0 13 Sep 2023
Timbre-reserved Adversarial Attack in Speaker Identification Qing Wang Jixun Yao Li Lyna Zhang Pengcheng Guo Linfu Xie AAML 27 4 0 02 Sep 2023
Inaudible Adversarial Perturbation: Manipulating the Recognition of User Speech in Real Time Xinfeng Li Chen Yan Xuancun Lu Zihan Zeng Xiaoyu Ji Wenyuan Xu AAML 32 7 0 02 Aug 2023
Why Don't You Clean Your Glasses? Perception Attacks with Dynamic Optical Perturbations Yi Han Matthew Chan Eric Wengrowski Zhuo Li Nils Ole Tippenhauer Mani B. Srivastava S. Zonouz L. Garcia AAML 24 1 0 24 Jul 2023
Group-based Robustness: A General Framework for Customized Robustness in the Real World Weiran Lin Keane Lucas Neo Eyal Lujo Bauer Michael K. Reiter Mahmood Sharif OOD AAML 27 1 0 29 Jun 2023
Trustworthy Sensor Fusion against Inaudible Command Attacks in Advanced Driver-Assistance System Jiwei Guan Lei Pan Chen Wang Shui Yu Longxiang Gao Xi Zheng AAML 19 3 0 30 May 2023
DistriBlock: Identifying adversarial audio samples by leveraging characteristics of the output distribution Matías P. Pizarro D. Kolossa Asja Fischer AAML 35 1 0 26 May 2023
The Best Defense is a Good Offense: Adversarial Augmentation against Adversarial Attacks I. Frosio Jan Kautz AAML 21 15 0 23 May 2023
VSMask: Defending Against Voice Synthesis Attack via Real-Time Predictive Perturbation Yuanda Wang Hanqing Guo Guangjing Wang Bocheng Chen Qiben Yan AAML 25 17 0 09 May 2023
Towards the Universal Defense for Query-Based Audio Adversarial Attacks Feng Guo Zhengyi Sun Yuxuan Chen Lei Ju AAML 16 3 0 20 Apr 2023
ESimCSE Unsupervised Contrastive Learning Jointly with UDA Semi-Supervised Learning for Large Label System Text Classification Mode Ruan Lu Zhou Hangcheng Ran Meng Zhao Jin Qin JiaoYu Wei Feng Wang ChenZi 37 0 0 19 Apr 2023
Towards the Transferable Audio Adversarial Attack via Ensemble Methods Feng Guo Zhengyi Sun Yuxuan Chen Lei Ju AAML 25 2 0 18 Apr 2023
Defending against Adversarial Audio via Diffusion Model Shutong Wu Jiong Wang Wei Ping Weili Nie Chaowei Xiao DiffM 32 25 0 02 Mar 2023
Attacks in Adversarial Machine Learning: A Systematic Survey from the Life-cycle Perspective Baoyuan Wu Zihao Zhu Li Liu Qingshan Liu Zhaofeng He Siwei Lyu AAML 44 21 0 19 Feb 2023
Characterizing Financial Market Coverage using Artificial Intelligence Jean Marie Tshimula D'Jeff K. Nkashama Patrick Owusu Marc Frappier Pierre Martin Tardif F. Kabanza Armelle Brun Jean-Marc Patenaude Shengrui Wang Belkacem Chikhaoui AIFin 25 2 0 07 Feb 2023
A Review of Speech-centric Trustworthy Machine Learning: Privacy, Safety, and Fairness Tiantian Feng Rajat Hebbar Nicholas Mehlman Xuan Shi Aditya Kommineni and Shrikanth Narayanan 43 31 0 18 Dec 2022
Deep representation learning: Fundamentals, Perspectives, Applications, and Open Challenges K. T. Baghaei Amirreza Payandeh Pooya Fayyazsanavi Shahram Rahimi Zhiqian Chen Somayeh Bakhtiari Ramezani FaML AI4TS 32 6 0 27 Nov 2022
Phonemic Adversarial Attack against Audio Recognition in Real World Jiakai Wang Zhendong Chen Zixin Yin Qinghong Yang Xianglong Liu AAML 31 3 0 19 Nov 2022
On the robustness of non-intrusive speech quality model by adversarial examples Hsin-Yi Lin H. Tseng Yu Tsao AAML 25 3 0 11 Nov 2022
Privacy-Utility Balanced Voice De-Identification Using Adversarial Examples Meng Chen Liwang Lu Jiadi Yu Ying Chen Zhongjie Ba Feng Lin Kui Ren AAML 12 1 0 10 Nov 2022
Leveraging Domain Features for Detecting Adversarial Attacks Against Deep Speech Recognition in Noise Christian Heider Nielsen Z. Tan AAML 14 1 0 03 Nov 2022