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Semi-Adversarial Networks: Convolutional Autoencoders for Imparting Privacy to Face Images
1 December 2017
Vahid Mirjalili
S. Raschka
A. Namboodiri
Arun Ross
PICV
CVBM
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Papers citing
"Semi-Adversarial Networks: Convolutional Autoencoders for Imparting Privacy to Face Images"
42 / 42 papers shown
Privacy Enhancement for Gaze Data Using a Noise-Infused Autoencoder
Samantha Aziz
Oleg V. Komogortsev
PICV
178
0
0
01 Aug 2025
SemDP: Semantic-level Differential Privacy Protection for Face Datasets
Xiaoting Zhang
Tao Wang
Junhao Ji
CVBM
235
2
0
20 Dec 2024
Proactive Schemes: A Survey of Adversarial Attacks for Social Good
Vishal Asnani
Xi Yin
Xiaoming Liu
AAML
401
2
0
24 Sep 2024
Hide and Seek: How Does Watermarking Impact Face Recognition?
Yuguang Yao
Steven Grosz
Sijia Liu
Anil K. Jain
267
3
0
29 Apr 2024
Privacy-Preserving Face Recognition Using Trainable Feature Subtraction
Yuxi Mi
Zhizhou Zhong
Yanhua Huang
Jia-Bao Ji
Jianqing Xu
Jun Wang
Shaoming Wang
Shouhong Ding
Shuigeng Zhou
PICV
243
32
0
19 Mar 2024
Shake to Leak: Fine-tuning Diffusion Models Can Amplify the Generative Privacy Risk
Zhangheng Li
Junyuan Hong
Yue Liu
Zinan Lin
DiffM
266
19
0
14 Mar 2024
Privacy-Preserving Face Recognition Using Random Frequency Components
IEEE International Conference on Computer Vision (ICCV), 2023
Yuxi Mi
Yanhua Huang
Jia-Bao Ji
Minyi Zhao
Jiaxiang Wu
Xingkun Xu
Shouhong Ding
Shuigeng Zhou
CVBM
PICV
224
20
0
21 Aug 2023
ID2image: Leakage of non-ID information into face descriptors and inversion from descriptors to images
Scandinavian Conference on Image Analysis (SCIA), 2023
Mingrui Li
W. Smith
P. Huber
CVBM
GAN
157
3
0
15 Apr 2023
Deep Learning in the Field of Biometric Template Protection: An Overview
Christian Rathgeb
Jascha Kolberg
A. Uhl
Christoph Busch
126
9
0
05 Mar 2023
Generative Adversarial Networks for Malware Detection: a Survey
Aeryn Dunmore
Ju-Seong Jang
Fariza Sabrina
Jin Kwak
GAN
222
11
0
16 Feb 2023
PrivacyProber: Assessment and Detection of Soft-Biometric Privacy-Enhancing Techniques
IEEE Transactions on Dependable and Secure Computing (TDSC), 2022
Peter Rot
Peter Peer
Vitomir vStruc
PICV
181
14
0
16 Nov 2022
Is Face Recognition Safe from Realizable Attacks?
Sanjay Saha
Terence Sim
CVBM
AAML
123
3
0
15 Oct 2022
DuetFace: Collaborative Privacy-Preserving Face Recognition via Channel Splitting in the Frequency Domain
ACM Multimedia (ACM MM), 2022
Yuxi Mi
Yanhua Huang
Jia-Bao Ji
Hongquan Liu
Xingkun Xu
Shouhong Ding
Shuigeng Zhou
PICV
CVBM
159
38
0
15 Jul 2022
Meta Balanced Network for Fair Face Recognition
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2021
Mei Wang
Yaobin Zhang
Weihong Deng
CVBM
149
91
0
13 May 2022
Memory Defense: More Robust Classification via a Memory-Masking Autoencoder
Eashan Adhikarla
Danni Luo
Brian D. Davison
AAML
117
2
0
05 Feb 2022
Fair Representation: Guaranteeing Approximate Multiple Group Fairness for Unknown Tasks
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2021
Xudong Shen
Yongkang Wong
Mohan S. Kankanhalli
FaML
254
26
0
01 Sep 2021
Privacy-Preserving Image Acquisition Using Trainable Optical Kernel
Yamin Sepehri
P. Pad
P. Frossard
L. A. Dunbar
PICV
127
2
0
28 Jun 2021
A Survey of Privacy Vulnerabilities of Mobile Device Sensors
ACM Computing Surveys (CSUR), 2021
Paula Delgado-Santos
Giuseppe Stragapede
Ruben Tolosana
R. Guest
F. Deravi
R. Vera-Rodríguez
PILM
192
64
0
18 Jun 2021
Generative Adversarial Networks: A Survey Towards Private and Secure Applications
ACM Computing Surveys (CSUR), 2021
Zhipeng Cai
Zuobin Xiong
Honghui Xu
Peng-Shuai Wang
Wei Li
Yi-Lun Pan
266
177
0
07 Jun 2021
The Privacy-Utility Tradeoff of Robust Local Differential Privacy
Milan Lopuhaä-Zwakenberg
J. Goseling
91
5
0
22 Jan 2021
Learning Emotional-Blinded Face Representations
International Conference on Pattern Recognition (ICPR), 2020
Alejandro Peña
Julian Fierrez
Àgata Lapedriza
Aythami Morales
CVBM
139
14
0
18 Sep 2020
Adversarial Attacks against Face Recognition: A Comprehensive Study
Fatemeh Vakhshiteh
A. Nickabadi
Raghavendra Ramachandra
AAML
230
16
0
22 Jul 2020
Reducing Overlearning through Disentangled Representations by Suppressing Unknown Tasks
Naveen Panwar
Tarun Tater
A. Sankaran
Senthil Mani
VLM
100
1
0
20 May 2020
Efficient Privacy Preserving Edge Computing Framework for Image Classification
Omobayode Fagbohungbe
Sheikh Rufsan Reza
Xishuang Dong
Lijun Qian
162
3
0
10 May 2020
Demographic Bias in Biometrics: A Survey on an Emerging Challenge
IEEE Transactions on Technology and Society (IEEE TTS), 2020
P. Drozdowski
Christian Rathgeb
A. Dantcheva
N. Damer
C. Busch
FaML
408
230
0
05 Mar 2020
Unsupervised Enhancement of Soft-biometric Privacy with Negative Face Recognition
Philipp Terhörst
Marco Huber
Naser Damer
Florian Kirchbuchner
Arjan Kuijper
PICV
143
18
0
21 Feb 2020
Post-Comparison Mitigation of Demographic Bias in Face Recognition Using Fair Score Normalization
Pattern Recognition Letters (Pattern Recognit. Lett.), 2020
Philipp Terhörst
Jan Niklas Kolf
Naser Damer
Florian Kirchbuchner
Arjan Kuijper
247
64
0
10 Feb 2020
Machine learning and AI-based approaches for bioactive ligand discovery and GPCR-ligand recognition
S. Raschka
Benjamin Kaufman
AI4CE
313
84
0
17 Jan 2020
PrivacyNet: Semi-Adversarial Networks for Multi-attribute Face Privacy
IEEE Transactions on Image Processing (TIP), 2020
Vahid Mirjalili
S. Raschka
Arun Ross
PICV
CVBM
217
116
0
02 Jan 2020
Mitigate Bias in Face Recognition using Skewness-Aware Reinforcement Learning
Mei Wang
Weihong Deng
CVBM
241
263
0
25 Nov 2019
On the Global Optima of Kernelized Adversarial Representation Learning
IEEE International Conference on Computer Vision (ICCV), 2019
Bashir Sadeghi
Runyi Yu
Vishnu Boddeti
AAML
182
34
0
16 Oct 2019
FlowSAN: Privacy-enhancing Semi-Adversarial Networks to Confound Arbitrary Face-based Gender Classifiers
IEEE Access (IEEE Access), 2019
Vahid Mirjalili
S. Raschka
Arun Ross
PICV
CVBM
136
49
0
03 May 2019
Evaluating the Effectiveness of Automated Identity Masking (AIM) Methods with Human Perception and a Deep Convolutional Neural Network (CNN)
Kimberley D. Orsten-Hooge
Asal Baragchizadeh
T. Karnowski
David S. Bolme
R. Ferrell
Parisa R. Jesudasen
Carlos D. Castillo
A. O’toole
CVBM
100
1
0
19 Feb 2019
SensitiveNets: Learning Agnostic Representations with Application to Face Images
Aythami Morales
Julian Fierrez
R. Vera-Rodríguez
Ruben Tolosana
CVBM
352
45
0
01 Feb 2019
Spoofing PRNU Patterns of Iris Sensors while Preserving Iris Recognition
Sudipta Banerjee
Vahid Mirjalili
Arun Ross
CVBM
75
8
0
31 Aug 2018
Gender Privacy: An Ensemble of Semi Adversarial Networks for Confounding Arbitrary Gender Classifiers
Vahid Mirjalili
S. Raschka
Arun Ross
PICV
107
52
0
31 Jul 2018
Anonymizing k-Facial Attributes via Adversarial Perturbations
S. Chhabra
Richa Singh
Mayank Vatsa
Gaurav Gupta
CVBM
PICV
144
71
0
23 May 2018
Siamese Generative Adversarial Privatizer for Biometric Data
Asian Conference on Computer Vision (ACCV), 2018
Witold Oleszkiewicz
Peter Kairouz
Karol J. Piczak
Ram Rajagopal
Tomasz Trzciñski
AAML
304
16
0
23 Apr 2018
Deep Face Recognition: A Survey
Mei Wang
Weihong Deng
NoLa
681
1,348
0
18 Apr 2018
A Hybrid Model for Identity Obfuscation by Face Replacement
Qianru Sun
A. Tewari
Weipeng Xu
Mario Fritz
Christian Theobalt
Bernt Schiele
CVBM
PICV
247
132
0
13 Apr 2018
Using LIP to Gloss Over Faces in Single-Stage Face Detection Networks
European Conference on Computer Vision (ECCV), 2017
Siqi Yang
Arnold Wiliem
Shaokang Chen
Brian C. Lovell
CVBM
AAML
144
3
0
22 Dec 2017
Privacy-Preserving Adversarial Networks
Allerton Conference on Communication, Control, and Computing (Allerton), 2017
Ardhendu Shekhar Tripathy
Ye Wang
Prakash Ishwar
PICV
201
87
0
19 Dec 2017
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