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 = {Proceedings of the IEEE/CVF 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 = {Proceedings of the IEEE/CVF 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 = {Proceedings of the IEEE/CVF 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 = {Proceedings of the IEEE/CVF 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 = {Proceedings of the IEEE/CVF 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 = {Proceedings of the IEEE/CVF 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 = {Proceedings of the IEEE/CVF 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 = {Proceedings of the IEEE/CVF 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 = {Proceedings of the IEEE/CVF 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 = {Proceedings of the IEEE/CVF 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 = {Proceedings of the IEEE/CVF 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 = {Proceedings of the IEEE/CVF 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 = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2019}
}