@inproceedings{neurips20chen,

title = {GS-WGAN: A Gradient-Sanitized Approach for Learning Differentially Private Generators},

author = {Dingfan Chen and Tribhuvanesh Orekondy and Mario Fritz},

url = {https://arxiv.org/abs/2006.08265

https://arxiv.org/pdf/2006.08265.pdf},

year  = {2020},

date = {2020-12-06},

booktitle = {Neural Information Processing Systems (NeurIPS)},

keywords = {2020},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{chen20ccs,

title = {GAN-Leaks: A Taxonomy of Membership Inference Attacks against GANs},

author = {Dingfan Chen and Ning Yu and Yang Zhang and Mario Fritz},

url = {https://arxiv.org/abs/1909.03935

https://arxiv.org/pdf/1909.03935.pdf},

year  = {2020},

date = {2020-11-09},

booktitle = {ACM Conference on Computer and Communications Security (CCS) },

keywords = {2020},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{abdelnabi20ccs,

title = {VisualPhishNet: Zero-Day Phishing Website Detection by Visual Similarity},

author = {Sahar Abdelnabi and Katharina Krombholz and Mario Fritz},

url = {https://arxiv.org/abs/1909.00300

https://arxiv.org/pdf/1909.00300.pdf},

year  = {2020},

date = {2020-11-09},

booktitle = {ACM Conference on Computer and Communications Security (CCS) },

keywords = {2020},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{gcpr20bhattacharyya,

title = {Haar Wavelet based Block Autoregressive Flows for Trajectories},

author = {Apratim Bhattacharyya and Christoph-Nikolas Straehle and Mario Fritz and Bernt Schiele},

url = {https://unitc-my.sharepoint.com/personal/iigaf01_cloud_uni-tuebingen_de/Documents/gcpr_vmv_vcbm/gcpr/preprints/Apratim_Bhattacharyy_gcpr_0067_v01.pdf?originalPath=aHR0cHM6Ly91bml0Yy1teS5zaGFyZXBvaW50LmNvbS86YjovZy9wZXJzb25hbC9paWdhZjAxX2Nsb3VkX3VuaS10dWViaW5nZW5fZGUvRVpsOHdqUWRjdXhBa2VpTEo3NmNET3dCd2FQZjZpY2xUSTUxNkJ6VjdmbUV1dz9ydGltZT03YzZyZUgxbzJFZw

https://arxiv.org/abs/2009.09878

https://arxiv.org/pdf/2009.09878.pdf},

year  = {2020},

date = {2020-09-30},

booktitle = {German Conference on Pattern Recognition (GCPR)},

keywords = {2020},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{gcpr20sharma,

title = {Long-Tailed Recognition Using Class-Balanced Experts},

author = {Saurabh Sharma and Ning Yu and Mario Fritz and Bernt Schiele},

url = {https://arxiv.org/abs/2004.03706

https://arxiv.org/pdf/2004.03706.pdf},

year  = {2020},

date = {2020-09-29},

booktitle = {German Conference on Pattern Recognition (GCPR)},

keywords = {2020},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{gcpr20losch,

title = {Semantic Bottlenecks: Quantifying & Improving Inspectability of Deep Representations},

author = {Max Losch and Mario Fritz and Bernt Schiele},

url = {https://unitc-my.sharepoint.com/personal/iigaf01_cloud_uni-tuebingen_de/Documents/gcpr_vmv_vcbm/gcpr/preprints/gcpr_0028_v01.pdf?originalPath=aHR0cHM6Ly91bml0Yy1teS5zaGFyZXBvaW50LmNvbS86YjovZy9wZXJzb25hbC9paWdhZjAxX2Nsb3VkX3VuaS10dWViaW5nZW5fZGUvRVhYM0ZsVEczS2RGaDZ3aDc4T1FBQWNCSGE5VmJwNWFFeDFZUURiSmZER21rdz9ydGltZT1WR052OUgxbzJFZw},

year  = {2020},

date = {2020-09-29},

booktitle = {German Conference on Patter Recognition (GCPR)},

keywords = {2020},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{shetty20eccv,

title = {Towards Automated Testing and Robustification by Semantic Adversarial Data Generation},

author = {Rakshith Shetty and Mario Fritz and Bernt Schiele},

url = {https://www.ecva.net/papers/eccv_2020/papers_ECCV/papers/123470477.pdf},

year  = {2020},

date = {2020-08-23},

booktitle = {European Conference on Computer Vision (ECCV)},

keywords = {2020},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{yu20eccv,

title = {Inclusive GAN: Improving Data and Minority Coverage in Generative Models},

author = {Ning Yu and Ke Li and Peng Zhou and Jitendra Malik and Larry S. Davis and Mario Fritz},

url = {https://arxiv.org/abs/2004.03355

https://arxiv.org/pdf/2004.03355.pdf},

year  = {2020},

date = {2020-08-23},

booktitle = {European Conference on Computer Vision (ECCV)},

keywords = {2020},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{he20eccv,

title = {Segmentations-Leak: Membership Inference Attacks and Defenses in Semantic Image Segmentation},

author = {Yang He and Shadi Rahimian and Bernt Schiele and Mario Fritz},

url = {https://github.com/SSAW14/segmentation_membership_inference

https://arxiv.org/abs/1912.09685

https://arxiv.org/pdf/1912.09685.pdf},

year  = {2020},

date = {2020-08-23},

booktitle = {European Conference on Computer Vision (ECCV)},

keywords = {2020},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{salem20usenix,

title = {Updates-Leak: Data Set Inference and Reconstruction Attacks in Online Learning},

author = {Ahmed Salem and Apratim Bhattacharyya and Michael Backes and Mario Fritz and Yang Zhang},

url = {preliminary version:

https://arxiv.org/abs/1904.01067

https://arxiv.org/pdf/1904.01067.pdf},

year  = {2020},

date = {2020-08-12},

booktitle = {USENIX Security Symposium (USENIX Security 20)},

keywords = {2020},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{agarwal20cvpr,

title = {Towards Causal VQA: Revealing and Reducing Spurious Correlations by Invariant and Covariant Semantic Editing},

author = {Vedika Agarwal and Rakshith Shetty and Mario Fritz

},

url = {preliminary version:

https://arxiv.org/abs/1912.07538

https://arxiv.org/pdf/1912.07538.pdf

https://rakshithshetty.github.io/CausalVQA/},

year  = {2020},

date = {2020-06-15},

booktitle = {IEEE Conference on Computer Vision and Pattern Recognition},

keywords = {2020},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{apratim20cvpr,

title = {Normalizing Flows with Multi-scale Autoregressive Priors},

author = {Apratim Bhattacharyya and Shweta Mahajan and Mario Fritz and Bernt Schiele and Stefan Roth},

url = {https://arxiv.org/abs/2004.03891

https://arxiv.org/pdf/2004.03891.pdf

https://github.com/visinf/mar-scf},

year  = {2020},

date = {2020-06-14},

booktitle = {IEEE Conference on Computer Vision and Pattern Recognition},

keywords = {2020},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{hasan20sp,

title = {Automatically Detecting Bystanders in Photos to Reduce Privacy Risks},

author = {Rakibul Hasan and David Crandall and Mario Fritz and Apu Kapadia},

url = {https://homes.luddy.indiana.edu/kapadia/papers/hasan-oakland-20-preprint.pdf

https://www.youtube.com/watch?v=TDupeMj0bXg

https://www.youtube.com/watch?v=uwKM_S8RpTQ

},

year  = {2020},

date = {2020-05-18},

booktitle = {IEEE Symposium on Security and Privacy (S&P)},

keywords = {2020},

pubstate = {published},

tppubtype = {inproceedings}

}