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


Privacy-Preserving Action Recognition Using Coded Aperture Videos
Zihao W. Wang,
Vibhav Vineet,
Francesco Pittaluga,
Sudipta N. Sinha,
Oliver Cossairt,
Sing Bing Kang
[pdf]
[bibtex]
@InProceedings{Wang_2019_CVPR_Workshops,
author = {Wang, Zihao W. and Vineet, Vibhav and Pittaluga, Francesco and Sinha, Sudipta N. and Cossairt, Oliver and Bing Kang, Sing},
title = {Privacy-Preserving Action Recognition Using Coded Aperture Videos},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2019}
}

Evading Face Recognition via Partial Tampering of Faces
Puspita Majumdar,
Akshay Agarwal,
Richa Singh,
Mayank Vatsa
[pdf]
[bibtex]
@InProceedings{Majumdar_2019_CVPR_Workshops,
author = {Majumdar, Puspita and Agarwal, Akshay and Singh, Richa and Vatsa, Mayank},
title = {Evading Face Recognition via Partial Tampering of Faces},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2019}
}

Privacy-Preserving Annotation of Face Images Through Attribute-Preserving Face Synthesis
Sola Shirai,
Jacob Whitehill
[pdf]
[bibtex]
@InProceedings{Shirai_2019_CVPR_Workshops,
author = {Shirai, Sola and Whitehill, Jacob},
title = {Privacy-Preserving Annotation of Face Images Through Attribute-Preserving Face Synthesis},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2019}
}

RRU-Net: The Ringed Residual U-Net for Image Splicing Forgery Detection
Xiuli Bi,
Yang Wei,
Bin Xiao,
Weisheng Li
[pdf]
[bibtex]
@InProceedings{Bi_2019_CVPR_Workshops,
author = {Bi, Xiuli and Wei, Yang and Xiao, Bin and Li, Weisheng},
title = {RRU-Net: The Ringed Residual U-Net for Image Splicing Forgery Detection},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2019}
}

Towards Deep Neural Network Training on Encrypted Data
Karthik Nandakumar,
Nalini Ratha,
Sharath Pankanti,
Shai Halevi
[pdf]
[bibtex]
@InProceedings{Nandakumar_2019_CVPR_Workshops,
author = {Nandakumar, Karthik and Ratha, Nalini and Pankanti, Sharath and Halevi, Shai},
title = {Towards Deep Neural Network Training on Encrypted Data},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2019}
}

Fooling Automated Surveillance Cameras: Adversarial Patches to Attack Person Detection
Simen Thys,
Wiebe Van Ranst,
Toon Goedeme
[pdf]
[bibtex]
@InProceedings{Thys_2019_CVPR_Workshops,
author = {Thys, Simen and Van Ranst, Wiebe and Goedeme, Toon},
title = {Fooling Automated Surveillance Cameras: Adversarial Patches to Attack Person Detection},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2019}
}

AnonymousNet: Natural Face De-Identification With Measurable Privacy
Tao Li,
Lei Lin
[pdf]
[bibtex]
@InProceedings{Li_2019_CVPR_Workshops,
author = {Li, Tao and Lin, Lei},
title = {AnonymousNet: Natural Face De-Identification With Measurable Privacy},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2019}
}

Regularizer to Mitigate Gradient Masking Effect During Single-Step Adversarial Training
Vivek B S,
Arya Baburaj,
R. Venkatesh Babu
[pdf]
[bibtex]
@InProceedings{S_2019_CVPR_Workshops,
author = {B S, Vivek and Baburaj, Arya and Venkatesh Babu, R.},
title = {Regularizer to Mitigate Gradient Masking Effect During Single-Step Adversarial Training},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2019}
}

Privacy Preserving Group Membership Verification and Identification
Marzieh Gheisari,
Teddy Furon,
Laurent Amsaleg
[pdf]
[bibtex]
@InProceedings{Gheisari_2019_CVPR_Workshops,
author = {Gheisari, Marzieh and Furon, Teddy and Amsaleg, Laurent},
title = {Privacy Preserving Group Membership Verification and Identification},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2019}
}

Bag-Of-Lies: A Multimodal Dataset for Deception Detection
Viresh Gupta,
Mohit Agarwal,
Manik Arora,
Tanmoy Chakraborty,
Richa Singh,
Mayank Vatsa
[pdf]
[bibtex]
@InProceedings{Gupta_2019_CVPR_Workshops,
author = {Gupta, Viresh and Agarwal, Mohit and Arora, Manik and Chakraborty, Tanmoy and Singh, Richa and Vatsa, Mayank},
title = {Bag-Of-Lies: A Multimodal Dataset for Deception Detection},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2019}
}

Dropping Pixels for Adversarial Robustness
Hossein Hosseini,
Sreeram Kannan,
Radha Poovendran
[pdf]
[bibtex]
@InProceedings{Hosseini_2019_CVPR_Workshops,
author = {Hosseini, Hossein and Kannan, Sreeram and Poovendran, Radha},
title = {Dropping Pixels for Adversarial Robustness},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2019}
}

DP-CGAN: Differentially Private Synthetic Data and Label Generation
Reihaneh Torkzadehmahani,
Peter Kairouz,
Benedict Paten
[pdf]
[bibtex]
@InProceedings{Torkzadehmahani_2019_CVPR_Workshops,
author = {Torkzadehmahani, Reihaneh and Kairouz, Peter and Paten, Benedict},
title = {DP-CGAN: Differentially Private Synthetic Data and Label Generation},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2019}
}

Defending Against Adversarial Attacks Using Random Forest
Yifan Ding,
Liqiang Wang,
Huan Zhang,
Jinfeng Yi,
Deliang Fan,
Boqing Gong
[pdf]
[bibtex]
@InProceedings{Ding_2019_CVPR_Workshops,
author = {Ding, Yifan and Wang, Liqiang and Zhang, Huan and Yi, Jinfeng and Fan, Deliang and Gong, Boqing},
title = {Defending Against Adversarial Attacks Using Random Forest},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2019}
}