The Bright and Dark Sides of Computer Vision: Challenges and Opportunities for Privacy and Security


Deceiving Google's Cloud Video Intelligence API Built for Summarizing Videos
Hossein Hosseini,
Baicen Xiao,
Radha Poovendran
[pdf] [arXiv]
[bibtex]
@InProceedings{Poovendran_2017_CVPR_Workshops,
author = {Hosseini, Hossein and Xiao, Baicen and Poovendran, Radha},
title = {Deceiving Google's Cloud Video Intelligence API Built for Summarizing Videos},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {July},
year = {2017}
}

Simple Black-Box Adversarial Attacks on Deep Neural Networks
Nina Narodytska,
Shiva Kasiviswanathan
[pdf]
[bibtex]
@InProceedings{Kasiviswanathan_2017_CVPR_Workshops,
author = {Narodytska, Nina and Kasiviswanathan, Shiva},
title = {Simple Black-Box Adversarial Attacks on Deep Neural Networks},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {July},
year = {2017}
}

I Know That Person: Generative Full Body and Face De-Identification of People in Images
Karla Brkic,
Ivan Sikiric,
Tomislav Hrkac,
Zoran Kalafatic
[pdf]
[bibtex]
@InProceedings{Kalafatic_2017_CVPR_Workshops,
author = {Brkic, Karla and Sikiric, Ivan and Hrkac, Tomislav and Kalafatic, Zoran},
title = {I Know That Person: Generative Full Body and Face De-Identification of People in Images},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {July},
year = {2017}
}

Protecting Visual Secrets Using Adversarial Nets
Nisarg Raval,
Ashwin Machanavajjhala,
Landon P. Cox
[pdf]
[bibtex]
@InProceedings{Cox_2017_CVPR_Workshops,
author = {Raval, Nisarg and Machanavajjhala, Ashwin and Cox, Landon P.},
title = {Protecting Visual Secrets Using Adversarial Nets},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {July},
year = {2017}
}

Cartooning for Enhanced Privacy in Lifelogging and Streaming Videos
Eman T. Hassan,
Rakibul Hasan,
Patrick Shaffer,
David Crandall,
Apu Kapadia
[pdf]
[bibtex]
@InProceedings{Kapadia_2017_CVPR_Workshops,
author = {Hassan, Eman T. and Hasan, Rakibul and Shaffer, Patrick and Crandall, David and Kapadia, Apu},
title = {Cartooning for Enhanced Privacy in Lifelogging and Streaming Videos},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {July},
year = {2017}
}

Blur vs. Block: Investigating the Effectiveness of Privacy-Enhancing Obfuscation for Images
Yifang Li,
Nishant Vishwamitra,
Bart P. Knijnenburg,
Hongxin Hu,
Kelly Caine
[pdf]
[bibtex]
@InProceedings{Caine_2017_CVPR_Workshops,
author = {Li, Yifang and Vishwamitra, Nishant and Knijnenburg, Bart P. and Hu, Hongxin and Caine, Kelly},
title = {Blur vs. Block: Investigating the Effectiveness of Privacy-Enhancing Obfuscation for Images},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {July},
year = {2017}
}

ASePPI: Robust Privacy Protection Against De-Anonymization Attacks
Natacha Ruchaud,
Jean-Luc Dugelay
[pdf]
[bibtex]
@InProceedings{Dugelay_2017_CVPR_Workshops,
author = {Ruchaud, Natacha and Dugelay, Jean-Luc},
title = {ASePPI: Robust Privacy Protection Against De-Anonymization Attacks},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {July},
year = {2017}
}

Trusting the Computer in Computer Vision: A Privacy-Affirming Framework
Andrew Tzer-Yeu Chen,
Morteza Biglari-Abhari,
Kevin I-Kai Wang
[pdf]
[bibtex]
@InProceedings{Wang_2017_CVPR_Workshops,
author = {Tzer-Yeu Chen, Andrew and Biglari-Abhari, Morteza and I-Kai Wang, Kevin},
title = {Trusting the Computer in Computer Vision: A Privacy-Affirming Framework},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {July},
year = {2017}
}

Designing a Moral Compass for the Future of Computer Vision Using Speculative Analysis
Michael Skirpan,
Tom Yeh
[pdf]
[bibtex]
@InProceedings{Yeh_2017_CVPR_Workshops,
author = {Skirpan, Michael and Yeh, Tom},
title = {Designing a Moral Compass for the Future of Computer Vision Using Speculative Analysis},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {July},
year = {2017}
}

Teaching Computer Vision and Its Societal Effects: A Look at Privacy and Security Issues From the Students' Perspective
Melissa Cote,
Alexandra Branzan Albu
[pdf]
[bibtex]
@InProceedings{Albu_2017_CVPR_Workshops,
author = {Cote, Melissa and Branzan Albu, Alexandra},
title = {Teaching Computer Vision and Its Societal Effects: A Look at Privacy and Security Issues From the Students' Perspective},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {July},
year = {2017}
}

Assisting Users in a World Full of Cameras: A Privacy-Aware Infrastructure for Computer Vision Applications
Anupam Das,
Martin Degeling,
Xiaoyou Wang,
Junjue Wang,
Norman Sadeh,
Mahadev Satyanarayanan
[pdf]
[bibtex]
@InProceedings{Satyanarayanan_2017_CVPR_Workshops,
author = {Das, Anupam and Degeling, Martin and Wang, Xiaoyou and Wang, Junjue and Sadeh, Norman and Satyanarayanan, Mahadev},
title = {Assisting Users in a World Full of Cameras: A Privacy-Aware Infrastructure for Computer Vision Applications},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {July},
year = {2017}
}

Caught Red-Handed: Toward Practical Video-Based Subsequences Matching in the Presence of Real-World Transformations
Yi Xu,
True Price,
Fabian Monrose,
Jan-Michael Frahm
[pdf]
[bibtex]
@InProceedings{Frahm_2017_CVPR_Workshops,
author = {Xu, Yi and Price, True and Monrose, Fabian and Frahm, Jan-Michael},
title = {Caught Red-Handed: Toward Practical Video-Based Subsequences Matching in the Presence of Real-World Transformations},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {July},
year = {2017}
}

Information Hiding in RGB Images Using an Improved Matrix Pattern Approach
Amirfarhad Nilizadeh,
Wojciech Mazurczyk,
Cliff Zou,
Gary T. Leavens
[pdf]
[bibtex]
@InProceedings{Leavens_2017_CVPR_Workshops,
author = {Nilizadeh, Amirfarhad and Mazurczyk, Wojciech and Zou, Cliff and Leavens, Gary T.},
title = {Information Hiding in RGB Images Using an Improved Matrix Pattern Approach},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {July},
year = {2017}
}