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Audio is an important medium in people's daily life, hidden information can be embedded into audio for covert communication.
Information Hiding
Ross Anderson, editor · 1996
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The history of subliminal channels
G.J. Simmons · 1998
Earlier work this paper cites.
Information hiding-a survey
F.A.P. Petitcolas, R.J. Anderson, and M.G. Kuhn · 1999
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Automatic Speech Recognition
Rainer E. Gruhn, Wolfgang Minker, and Satoshi Nakamura · 2011
Earlier work this paper cites.
A Dual-Channel Time-Spread Echo Method for Audio Watermarking
Yong Xiang, Iynkaran Natgunanathan, Dezhong Peng, Wanlei Zhou, and Shui Yu · 2012
Earlier work this paper cites.
A speech information hiding algorithm based on the energy difference between the frequency band
Qingquan Zong and Wei Guo · 2012
Earlier work this paper cites.
Hiding data in audio using modified CPT scheme
Huynh Ba Dieu and Nguyen Xuan Huy · 2013
Earlier work this paper cites.
Intriguing properties of neural networks
Christian Szegedy, Wojciech Zaremba, Ilya Sutskever, Joan Bruna, Dumitru Erhan, Ian J. Goodfellow, and Rob Fergus · 2013
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Explaining and harnessing adversarial examples
Ian J. Goodfellow, Jonathon Shlens, and Christian Szegedy · 2014
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Deep speech: Scaling up end-to-end speech recognition
Awni Y. Hannun, Carl Case, Jared Casper, Bryan Catanzaro, Greg Diamos, Erich Elsen, Ryan Prenger, Sanjeev Satheesh, Shubho Sengupta, Adam Coates, and Andrew Y. Ng · 2014
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Time-Spread Echo-Based Audio Watermarking With Optimized Imperceptibility and Robustness
Guang Hua, Jonathan Goh, and Vrizlynn. L. L. Thing · 2015
Cited alongside, same era.
Robust and reliable audio watermarking based on phase coding
Nhut Minh Ngo and Masashi Unoki · 2015
Cited alongside, same era.
A new audio steganography with enhanced security based on location selection scheme
Shwetavinayakarao Jadhav and A. M. Rawate · 2016
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Adversarial examples in the physical world
Alexey Kurakin, Ian J. Goodfellow, and Samy Bengio · 2016
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DeepFool: A Simple and Accurate Method to Fool Deep Neural Networks
Seyed-Mohsen Moosavi-Dezfooli, Alhussein Fawzi, and Pascal Frossard · 2016
Cited alongside, same era.
Sequence modeling with ctc
Awni Hannun · 2017
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Generating adversarial examples for speech recognition
D Iter, J Huang, and M Jermann · 2017
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Blind audio watermarking algorithm based on DCT, linear regression and standard deviation
Mahdi Jeyhoon, Mohammad Asgari, Lili Ehsan, and Seyedeh Zahra Jalilzadeh · 2017
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Channel Capacity Analysis of Spread Spectrum Watermarking in Radio Frequency Signals
Xu Xie, Zhengguang Xu, and Hui Xie · 2017
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A new information hiding method for audio signals
Derya Avci, Turker Tuncer, and Engin Avci · 2018
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Audio adversarial examples: Targeted attacks on speech-to-text
Nicholas Carlini and David Wagner · 2018
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Nhut Minh NGO and Masashi UNOKI · 2016
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The limitations of deep learning in adversarial settings
Nicolas Papernot, Patrick Mcdaniel, Somesh Jha, Matt Fredrikson, Z. Berkay Celik, and Ananthram Swami · 2016
Cited alongside, same era.
Towards Evaluating the Robustness of Neural Networks
Nicholas Carlini and David Wagner · 2017
Cited alongside, same era.
DWTAS: A robust discrete wavelet transform approach towards audio steganography
Rupayan Das, Dipta Mukherjee, Rahul Sourav Singh, Suman Godara, and Saroj Kumar · 2017
Cited alongside, same era.
Tmall Genie
Alibaba
Cited in the paper.
Amazon Echo
Amazon
Cited in the paper.
Google Cloud Speech-to-Text
Cited in the paper.
Targeted adversarial examples for black box audio systems
Rohan Taori, Amog Kamsetty, Brenton Chu, and Nikita Vemuri · 2018
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CNN-based steganalysis of mp3 steganography in the entropy code domain
Yuntao Wang, Kun Yang, Xiaowei Yi, Xianfeng Zhao, and Zhoujun Xu · 2018
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Spread Spectrum Audio Watermarking Using Multiple Orthogonal PN Sequences and Variable Embedding Strengths and Polarities
Yong Xiang, Iynkaran Natgunanathan, Dezhong Peng, Guang Hua, and Bo Liu · 2018
Later among the works it cites.