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1509
biometrics (access control)
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Bustard, J.,
The Impact of EU Privacy Legislation on Biometric System Deployment:
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1509
biometrics (access control)
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Samuel, A.,
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Big Data
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Security analysis and improvement of some biometric protected
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1703
Bloom filter
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Pre-Capture Privacy for Small Vision Sensors,
PAMI(39), No. 11, November 2017, pp. 2215-2226.
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1710
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Privacy preserving optics for miniature vision sensors,
CVPR15(314-324)
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1510
Thermal sensors, privacy
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1712
Big data, Computer crime, Computer security, Data analysis,
Data models, Data privacy, Encryption, Handheld devices,
time constraints
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Inference-Based Similarity Search in Randomized Montgomery Domains
for Privacy-Preserving Biometric Identification,
PAMI(40), No. 7, July 2018, pp. 1611-1624.
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1806
Cryptography, Hamming distance, Indexes, Privacy, Search problems,
Servers, Biometric identification, hypothesis testing,
privacy protection
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Private Filtering for Hidden Markov Models,
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IEEE DOI
1806
data privacy, dynamic programming, hidden Markov models,
Markov process, Shannons equivocation, hidden Markov model,
privacy
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Fiandrotti, A.[Attilio],
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CDVSec: Privacy-preserving biometrical user authentication in the
cloud with CDVS descriptors,
PRL(113), 2018, pp. 67-74.
Elsevier DOI
1810
Biometrics, User authentication, Privacy preserving,
Visual analytics, CDVS
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Jiang, Z.W.[Zheng-Wei],
Chen, G.[Guoen],
Jin, X.Q.[Xue-Qi],
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RETRACTED: Analysis of security operation and maintenance system
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JVCIR(69), 2020, pp. 102840.
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2006
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Original:
JVCIR(56), 2018, pp. 177-181.
1811
KVM, Safety, Operation and maintenance control, Intelligent management
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Degbelo, A.[Auriol],
Kray, C.[Christian],
Santos, V.[Vitor],
Complying with Privacy Legislation: From Legal Text to Implementation
of Privacy-Aware Location-Based Services,
IJGI(7), No. 11, 2018, pp. xx-yy.
DOI Link
1812
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Ma, C.,
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Scalable Access Control For Privacy-Aware Media Sharing,
MultMed(21), No. 1, January 2019, pp. 173-183.
IEEE DOI
1901
Media, Social network services, Privacy, Access control, Servers,
Cryptography, Social media sharing, privacy, access control, SCP-ABE,
scalable media format
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Nguyen, T.A.T.[Thi Ai Thao],
Dang, T.K.[Tran Khanh],
Privacy preserving biometric-based remote authentication with secure
processing unit on untrusted server,
IET-Bio(8), No. 1, January 2019, pp. 79-91.
DOI Link
1901
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Cui, J.J.[Jun-Jie],
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Hu, J.W.[Jian-Wei],
A K-anonymous clustering algorithm based on the analytic hierarchy
process,
JVCIR(59), 2019, pp. 76-83.
Elsevier DOI
1903
Clustering algorithm, Analytic hierarchy process
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Chinoy, S.[Sahil],
We Built an 'Unbelievable' (but Legal) Facial Recognition Machine,
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WWW Link. Opinion piece discussing using online facial recognition service and
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Kaur, H.[Harkeerat],
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Random Slope method for generation of cancelable biometric features,
PRL(126), 2019, pp. 31-40.
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1909
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Earlier:
Corrigendum:
PRL(151), 2021, pp. 85-87.
Elsevier DOI
2110
Biometrics, Cancelable, Revocable, Random Slope, Stolen token scenario
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Dwivedi, R.[Rudresh],
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Score-level fusion for cancelable multi-biometric verification,
PRL(126), 2019, pp. 58-67.
Elsevier DOI
1909
Biometric, Multibiometric system, Fusion, Score-level fusion
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Shen, X.,
Liu, Y.,
Distributed Differential Utility/Cost Analysis for Privacy Protection,
SPLetters(26), No. 10, October 2019, pp. 1436-1440.
IEEE DOI
1909
Big Data, data analysis, data protection, data reduction, Internet,
matrix algebra, pattern classification, privacy protection,
diffusion
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Iida, K.[Kenta],
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Image Identification of Encrypted JPEG Images for Privacy-Preserving
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IEICE(E103-D), No. 1, January 2020, pp. 25-32.
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2001
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An Image Identification Scheme of Encrypted JPEG Images for
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ICIP19(4564-4568)
IEEE DOI
1910
image identification, JPEG, Encryption-then-Compression system,
privacy-preserving
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Gruteser, M.[Marco],
Technical Perspective: Lighting the Way to Visual Privacy,
CACM(63), No. 1, January 2020, pp. 80.
DOI Link
2001
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Zhang, C.[Chi],
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Automating Visual Privacy Protection Using a Smart LED,
CACM(63), No. 1, January 2020, pp. 81-89.
DOI Link
2001
Control LED lighting for privacy.
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Qin, J.H.[Jiao-Hua],
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A privacy-preserving image retrieval method based on deep learning and
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RealTimeIP(17), No. 1, February 2020, pp. 161-173.
Springer DOI
2002
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Magdy, S.[Safaa],
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Privacy preserving search index for image databases based on SURF and
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IET-IPR(14), No. 5, 17 April 2020, pp. 874-881.
DOI Link
2004
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Guo, S.W.[Shang-Wei],
SensIR: Towards privacy-sensitive image retrieval in the cloud,
SP:IC(84), 2020, pp. 115837.
Elsevier DOI
2004
Privacy, Image retrieval, Saliency detection, Cloud computing
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Khan, S.[Saad],
Parkinson, S.[Simon],
Grant, L.[Liam],
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Biometric Systems Utilising Health Data from Wearable Devices:
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Surveys(53), No. 4, July 2020, pp. xx-yy.
DOI Link
2010
authentication, Health data, biometrics, wearable technology
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Liu, J.X.[Ji-Xin],
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Sun, N.[Ning],
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Visual privacy-preserving level evaluation for multilayer compressed
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SP:IC(89), 2020, pp. 115996.
Elsevier DOI
2010
Multilayer compressed sensing, Privacy-preserving,
Visual privacy-preserving level evaluation, Contrast feature,
Salient structural feature
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Mirjalili, V.,
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Ross, A.,
PrivacyNet:
Semi-Adversarial Networks for Multi-Attribute Face Privacy,
IP(29), 2020, pp. 9400-9412.
IEEE DOI
1806
Faces, Privacy, Face recognition, Biomedical imaging,
Perturbation methods, Biological system modeling,
deep learning
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Security in smart cities: A brief review of digital forensic schemes
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Elsevier DOI
2010
Smart technology, Biometric data, Digital forensics
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Clapés, A.,
Jacques Junior, J.C.S.,
Morral, C.,
Escalera, S.,
ChaLearn LAP 2020 Challenge on Identity-preserved Human Detection:
Dataset and Results,
FG20(801-808)
IEEE DOI
2102
Cameras, Image resolution, Task analysis, Annotations, Training,
Space heating, Image color analysis, Human detection,
privacy awareness
BibRef
Shaikh, A.S.[Ayesha S.],
Patel, V.D.[Vibha D.],
Significance of the Transition to Biometric Template Protection:
Explore the Future,
IJIG(21), No. 2 2021, pp. 2150025.
DOI Link
2105
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Morales, A.[Aythami],
Fierrez, J.[Julian],
Vera-Rodriguez, R.[Ruben],
Tolosana, R.[Ruben],
SensitiveNets: Learning Agnostic Representations with Application to
Face Images,
PAMI(43), No. 6, June 2021, pp. 2158-2164.
IEEE DOI
2106
Task analysis, Face, Privacy, Face recognition,
Machine learning algorithms, Neural networks, Data protection,
privacy
BibRef
Hernández-Álvarez, L.[Luis],
de Fuentes, J.M.[José María],
González-Manzano, L.[Lorena],
Hernández Encinas, L.[Luis],
SmartCAMPP: Smartphone-based continuous authentication leveraging
motion sensors with privacy preservation,
PRL(147), 2021, pp. 189-196.
Elsevier DOI
2106
Continuous authentication, Smartphone, Privacy, Gyroscope, Accelerometer
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Sadhya, D.[Debanjan],
Utsav, U.[Utkarsh],
Akhtar, Z.[Zahid],
Generation of cancellable locality sampled codes from facial images,
IET-Bio(10), No. 3, 2021, pp. 260-274.
DOI Link
2106
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Atilla, D.C.[Dogu Cagdas],
Alzuhairi, R.S.H.[Raghad Saeed Hasan],
Aydin, C.[Cagatay],
Producing secure multimodal biometric descriptors using artificial
neural networks,
IET-Bio(10), No. 2, 2021, pp. 194-206.
DOI Link
2106
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Tarek, M.[Mayada],
Hamouda, E.[Eslam],
El-Metwally, S.[Sara],
Unimodal-Bio-GAN: Keyless biometric salting scheme based on
generative adversarial network,
IET-Bio(10), No. 6, 2021, pp. 654-663.
DOI Link
2110
Added parameter to aid is securing the biometric data.
BibRef
Raja, K.[Kiran],
Raghavendra, R.,
Busch, C.[Christoph],
Towards better and unlinkable protected biometric templates using
label-assisted discrete hashing,
IET-Bio(11), No. 1, 2022, pp. 51-62.
DOI Link
2112
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Huang, D.Y.[Da-You],
Lin, C.L.[Chun-Liang],
Chen, Y.Y.[Yang-Yi],
Securable networked scheme with face authentication,
IET-Bio(11), No. 2, 2022, pp. 97-108.
DOI Link
2202
biometric applications, face recognition, internet
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Walsh, T.[Toby],
The Troubling Future for Facial Recognition Software,
CACM(65), No. 3, March 2022, pp. 35-36.
DOI Link
2203
Exploration of the legal and social issues of the applications.
BibRef
Li, X.[Xuan],
Huang, Z.H.[Zheng-Hua],
Ma, L.[Lei],
Xu, Y.H.[Yu-Hang],
Cheng, L.[Li],
Yang, Z.[Zhi],
Reliable metrics-based linear regression model for multilevel privacy
measurement of face instances,
IET-IPR(16), No. 7, 2022, pp. 1935-1948.
DOI Link
2205
BibRef
Drusinsky, D.[Doron],
Cryptographic-Biometric Self-Sovereign Personal Identities,
Computer(55), No. 6, June 2022, pp. 96-102.
IEEE DOI
2206
Privacy, Biometrics (access control), Authentication, Blockchains
BibRef
Sun, Z.D.[Zhao-Dong],
Li, X.B.[Xiao-Bai],
Privacy-Phys: Facial Video-Based Physiological Modification for
Privacy Protection,
SPLetters(29), 2022, pp. 1507-1511.
IEEE DOI
2208
Skin, Faces, Privacy, Streaming media, Heart rate, Video recording,
Privacy protection, remote photoplethysmography (rPPG), facial videos
BibRef
Dong, X.B.[Xing-Bo],
Cho, S.[Sangrae],
Kim, Y.[Youngsam],
Kim, S.[Soohyung],
Teoh, A.B.J.[Andrew Beng Jin],
Deep rank hashing network for cancellable face identification,
PR(131), 2022, pp. 108886.
Elsevier DOI
2208
Cancellable biometrics, Deep learning, Face biometrics, Hashing, Identification
BibRef
Ye, X.[Xi],
Zhang, Y.S.[Yu-Shu],
Zhao, R.[Ruoyu],
Lan, R.[Rushi],
Xiang, Y.[Yong],
PRA-TPE:
Perfectly Recoverable Approximate Thumbnail-Preserving Image Encryption,
JVCIR(87), 2022, pp. 103589.
Elsevier DOI
2208
Difference expansion, Privacy protection,
Perfect recoverability, Approximate thumbnail-preserving encryption
BibRef
Bassit, A.[Amina],
Hahn, F.[Florian],
Veldhuis, R.[Raymond],
Peter, A.[Andreas],
Hybrid biometric template protection: Resolving the agony of choice
between bloom filters and homomorphic encryption,
IET-Bio(11), No. 5, 2022, pp. 430-444.
DOI Link
2210
BibRef
Yang, Z.H.[Zhou-Hao],
Xu, X.Y.[Xing-Yu],
Gu, Y.T.[Yuan-Tao],
A General Framework for Accurate and Private Mean Estimation,
SPLetters(29), 2022, pp. 2293-2297.
IEEE DOI
2212
Signal processing algorithms, Estimation, Privacy,
Complexity theory, Sociology, Gaussian distribution,
heavy-tailed distribution
BibRef
Miller, K.W.[Keith W.],
Facial Recognition Technology: Navigating the Ethical Challenges,
Computer(56), No. 1, January 2023, pp. 76-81.
IEEE DOI
2301
Ethics, Analytical models, Navigation, Face recognition,
Computational modeling, Stakeholders
BibRef
Liu, C.[Chi],
Zhu, T.Q.[Tian-Qing],
Zhang, J.[Jun],
Zhou, W.[Wanlei],
Privacy Intelligence: A Survey on Image Privacy in Online Social
Networks,
Surveys(55), No. 8, December 2022, pp. xx-yy.
DOI Link
2301
privacy intelligence, Online social network, image sharing, privacy protection
BibRef
Zhong, Y.Y.[Yao-Yao],
Deng, W.H.[Wei-Hong],
OPOM: Customized Invisible Cloak Towards Face Privacy Protection,
PAMI(45), No. 3, March 2023, pp. 3590-3603.
IEEE DOI
2302
Face recognition, Privacy, Training, Perturbation methods, Videos,
Data models, Feature extraction, Privacy protection,
class-universal attack
BibRef
Meden, B.[Bla],
Gonzalez-Hernandez, M.[Manfred],
Peer, P.[Peter],
truc, V.[Vitomir],
Face deidentification with controllable privacy protection,
IVC(134), 2023, pp. 104678.
Elsevier DOI
2305
Face deidentification, Privacy protection, Data utility,
Privacy-enhancing technologies, Face biometrics, Deep learning
BibRef
Gong, X.[Xuan],
Song, L.C.[Liang-Chen],
Vedula, R.[Rishi],
Sharma, A.[Abhishek],
Zheng, M.[Meng],
Planche, B.[Benjamin],
Innanje, A.[Arun],
Chen, T.[Terrence],
Yuan, J.S.[Jun-Song],
Doermann, D.[David],
Wu, Z.Y.[Zi-Yan],
Federated Learning With Privacy-Preserving Ensemble Attention
Distillation,
MedImg(42), No. 7, July 2023, pp. 2057-2067.
IEEE DOI
2307
Data models, Servers, Federated learning, Training, Hospitals,
Task analysis, Image reconstruction, Privacy, federated learning, distillation
BibRef
Gong, X.[Xuan],
Sharma, A.[Abhishek],
Karanam, S.[Srikrishna],
Wu, Z.Y.[Zi-Yan],
Chen, T.[Terrence],
Doermann, D.[David],
Innanje, A.[Arun],
Ensemble Attention Distillation for Privacy-Preserving Federated
Learning,
ICCV21(15056-15066)
IEEE DOI
2203
Data privacy, Image segmentation, Computational modeling,
Predictive models, Collaborative work, Prediction algorithms,
Vision applications and systems
BibRef
Wang, T.[Tao],
Zhang, Y.S.[Yu-Shu],
Zhao, R.[Ruoyu],
Wen, W.Y.[Wen-Ying],
Lan, R.[Rushi],
Identifiable Face Privacy Protection via Virtual Identity
Transformation,
SPLetters(30), 2023, pp. 773-777.
IEEE DOI
2307
Face recognition, Privacy, Generators, Feature extraction,
Image reconstruction, Data privacy, Transforms, Face privacy,
generative adversarial networks
BibRef
Mordini, E.[Emilio],
Biometric privacy protection: What is this thing called privacy?,
IET-Bio(12), No. 4, 2023, pp. 183-193.
DOI Link
2308
data privacy, data protection, ethical issues in biometrics
BibRef
Hasan, M.R.[Md Rezwan],
Guest, R.[Richard],
Deravi, F.[Farzin],
Presentation-Level Privacy Protection Techniques for Automated Face
Recognition: A Survey,
Surveys(55), No. 13s, July 2023, pp. xx-yy.
DOI Link
2309
Survey, Privacy. Biometrics, face detection-recognition,
privacy protection techniques, facial identity hiding
BibRef
Liu, H.[Hao],
Gao, Y.[Youjun],
Liu, C.C.[Cheng-Cheng],
Sun, J.[Jiande],
Guo, X.[Xin],
Zhang, H.X.[Hua-Xiang],
Wan, W.B.[Wen-Bo],
CanBiPT: Cancelable biometrics with physical template,
PRL(172), 2023, pp. 213-220.
Elsevier DOI
2309
Physical cancelable biometrics, Face recognition, Biometric security
BibRef
Abdullahi, S.M.[Sani M.],
Sun, S.[Shuifa],
Wang, H.X.[Hong-Xia],
Wang, B.[Beng],
The reversibility of cancelable biometric templates based on
iterative perturbation stochastic approximation strategy,
PRL(172), 2023, pp. 221-229.
Elsevier DOI
2309
Reversibility, Cancelable templates, Authentication, Biometrics
BibRef
Devillers, L.[Laurence],
Cowie, R.[Roddy],
Ethical Considerations on Affective Computing: An Overview,
PIEEE(111), No. 10, October 2023, pp. 1445-1458.
IEEE DOI
2310
BibRef
Sardar, A.[Alamgir],
Umer, S.[Saiyed],
Rout, R.K.[Ranjeet Kumar],
Pero, C.[Chiara],
Face recognition system with hybrid template protection scheme for
Cyber-Physical-Social Services,
PRL(174), 2023, pp. 17-24.
Elsevier DOI
2310
Face recognition, Cyber-Physical-Social Systems, FaceHashing,
Cancelable biometric, BioCryptosystem, Hybrid Template Protection Scheme
BibRef
Lu, X.B.[Xiong-Bo],
Rong, Y.[Yi],
Chen, Y.X.[Ya-Xiong],
Xiong, S.W.[Sheng-Wu],
Information bottleneck disentanglement based sparse representation
for fair classification,
PRL(174), 2023, pp. 85-91.
Elsevier DOI
2310
Improve classification accuracy without extracting sensitive information.
Fair classification, Information bottleneck,
Mutual information, Information disentanglement, Sparse structure
BibRef
Masinde, B.K.[Brian K.],
Gevaert, C.M.[Caroline M.],
Nagenborg, M.H.[Michael H.],
Zevenbergen, J.A.[Jaap A.],
Group-Privacy Threats for Geodata in the Humanitarian Context,
IJGI(12), No. 10, 2023, pp. 393.
DOI Link
2311
BibRef
Kang, X.L.[Xin-Lai],
Li, M.Y.[Meng-Yu],
Chen, X.Q.[Xu-Qiang],
Li, F.Y.[Fang-Yu],
Meng, C.[Cheng],
A Hausdorff Regression Paradigm for Interval Privacy,
SPLetters(31), 2024, pp. 146-150.
IEEE DOI
2401
BibRef
Wen, W.Y.[Wen-Ying],
Yuan, Z.[Ziye],
Qi, S.[Shuren],
Zhang, Y.S.[Yu-Shu],
Fang, Y.M.[Yu-Ming],
PPM-SEM: A Privacy-Preserving Mechanism for Sharing Electronic
Patient Records and Medical Images in Telemedicine,
MultMed(26), 2024, pp. 5795-5806.
IEEE DOI
2404
Privacy, Watermarking, Data privacy, Telemedicine,
Medical diagnostic imaging, Security, Steganography,
reversible data hiding
BibRef
Hu, W.[Weitong],
Zhou, D.[Di],
Zhu, Z.X.[Zhen-Xin],
Qiao, T.[Tong],
Yao, Y.[Ye],
Hassaballah, M.[Mahmoud],
Privacy-preserving face recognition method based on extensible
feature extraction,
JVCIR(100), 2024, pp. 104140.
Elsevier DOI
2405
Privacy preserving, Face recognition, Cloud computing,
Extensible feature extraction
BibRef
Ye, Z.P.[Zi-Peng],
Luo, W.J.[Wen-Jian],
Zhou, Q.[Qi],
Zhu, Z.Q.[Zhen-Qian],
Shi, Y.H.[Yu-Hui],
Jia, Y.[Yan],
Gradient Inversion Attacks: Impact Factors Analyses and Privacy
Enhancement,
PAMI(46), No. 12, December 2024, pp. 9834-9850.
IEEE DOI
2411
Training, Data models, Training data, Data privacy,
Mathematical models, Computational modeling, Privacy,
privacy protection
BibRef
Fan, H.[Haiju],
Shi, S.W.[Shao-Wei],
Li, M.[Ming],
U-TPE: A universal approximate thumbnail-preserving encryption method
for lossless recovery,
JVCIR(104), 2024, pp. 104318.
Elsevier DOI
2411
Image encryption, Visual usability, Privacy protection, Pixel prediction
BibRef
de Coninck, S.[Sander],
Leroux, S.[Sam],
Simoens, P.[Pieter],
Mitigating Bias Using Model-Agnostic Data Attribution,
FaDE-TCV24(235-243)
IEEE DOI
2410
Training, Noise, Neural networks, Machine learning, Data models,
Fairness, Image attribution
BibRef
Sarkar, S.[Sreetama],
Kundu, S.[Souvik],
Beereil, P.A.[Peter A.],
RLNet: Robust Linearized Networks for Efficient Private Inference,
FaDE-TCV24(244-253)
IEEE DOI Code:
WWW Link.
2410
Data privacy, Accuracy, Computational modeling,
Perturbation methods, Transformers, Robustness, private inference,
linearization
BibRef
Bhatta, A.[Aman],
Mery, D.[Domingo],
Wu, H.[Haiyu],
Annan, J.[Joyce],
King, M.C.[Michael C.],
Bowyer, K.W.[Kevin W.],
Our Deep CNN Face Matchers Have Developed Achromatopsia,
FaDE-TCV24(142-152)
IEEE DOI
2410
Training, Accuracy, Image recognition, Image color analysis,
Face recognition, Training data, Color
BibRef
Zhang, H.[Hui],
Dong, X.[Xingbo],
Lai, Y.[YenLung],
Zhou, Y.[Ying],
Zhang, X.Y.[Xiao-Yan],
Lv, X.G.[Xing-Guo],
Jin, Z.[Zhe],
Li, X.J.[Xue-Jun],
Validating Privacy-Preserving Face Recognition Under a Minimum
Assumption,
CVPR24(12205-12214)
IEEE DOI Code:
WWW Link.
2410
Privacy, Visualization, Face recognition, Source coding,
Machine vision, Noise, Estimation, Zeroth-order Gradient Estimation
BibRef
Dufraisse, M.[Marius],
Carvalho, M.[Marcela],
Trouvé-Peloux, P.[Pauline],
Champagnat, F.[Frédéric],
Physics Based Camera Privacy: Lens and Network Co-Design to the
Rescue,
PBDL24(1410-1419)
IEEE DOI
2410
Training, Privacy, Optical feedback, Semantic segmentation,
Optical imaging, Robustness, Optical sensors, Co-design, optics, privacy
BibRef
Singh, J.[Jaisidh],
Bhatia, H.[Harshil],
Vatsa, M.[Mayank],
Singh, R.[Richa],
Bharati, A.[Aparna],
SynthProv: Interpretable Framework for Profiling Identity Leakage,
WACV24(4734-4744)
IEEE DOI Code:
WWW Link.
2404
Training, Data privacy, Privacy, Interpolation,
Computational modeling, Training data, Data models, Algorithms
BibRef
Rezgui, Z.[Zohra],
Strisciuglio, N.[Nicola],
Veldhuis, R.[Raymond],
Enhancing Soft Biometric Face Template Privacy with Mutual
Information-Based Image Attacks,
DVPBA24(1141-1149)
IEEE DOI
2404
Privacy, Protocols, Perturbation methods, Face recognition,
Closed box, Minimization, Reliability
BibRef
Mallikarjun, K.[Katakam],
Jeevaraj, S.,
Unlinkability of Biometric Templates Using Hierarchical Deterministic
Wallets,
ICCVMI23(1-5)
IEEE DOI
2403
Privacy, Biometrics (access control), Databases, Authentication,
Passwords, Libraries, Security, Biometric templates, unlinkability,
HD-wallets
BibRef
Rosberg, F.[Felix],
Aksoy, E.E.[Eren Erdal],
Englund, C.[Cristofer],
Alonso-Fernandez, F.[Fernando],
FIVA: Facial Image and Video Anonymization and Anonymization Defense,
DFAD23(362-371)
IEEE DOI
2401
BibRef
Baranouskaya, D.[Darya],
Cavallaro, A.[Andrea],
Human-interpretable and deep features for image privacy
classification,
ICIP23(3489-3492)
IEEE DOI
2312
BibRef
Shahreza, H.O.[Hatef Otroshi],
Marcel, S.[Sébastien],
Breaking Template Protection: Reconstruction of Face Images from
Protected Facial Templates,
FG24(1-7)
IEEE DOI
2408
Face recognition, Biological system modeling, Closed box,
Regulation, Security, Protection, Homomorphic encryption
BibRef
Melzi, P.[Pietro],
Shahreza, H.O.[Hatef Otroshi],
Rathgeb, C.[Christian],
Tolosana, R.[Ruben],
Vera-Rodriguez, R.[Ruben],
Fierrez, J.[Julian],
Marcel, S.[Sébastien],
Busch, C.[Christoph],
Multi-IVE: Privacy Enhancement of Multiple Soft-Biometrics in Face
Embeddings,
DVPBA23(323-331)
IEEE DOI
2302
Privacy, Machine learning algorithms, Face recognition, Machine learning,
Feature extraction, Prediction algorithms, Classification algorithms
BibRef
Mabuchi, M.[Mitsuhiro],
Ishikawa, T.[Tetsuya],
Patch-based Privacy Preserving Neural Network for Vision Tasks,
WACV23(1550-1559)
IEEE DOI
2302
Training, Privacy, Adaptation models, Computational modeling,
Face recognition, Neural networks, Computational efficiency,
and un-supervised learning)
BibRef
Ma, T.X.[Tian-Xiang],
Li, D.Z.[Dong-Ze],
Wang, W.[Wei],
Dong, J.[Jing],
AdaDeId: Adjust Your Identity Attribute Freely,
ICPR22(210-216)
IEEE DOI
2212
Representation learning, Degradation, Visualization,
Adaptation models, Face recognition, Computational modeling
BibRef
Boutros, F.[Fadi],
Damer, N.[Naser],
Kuijper, A.[Arjan],
QuantFace: Towards Lightweight Face Recognition by Synthetic Data
Low-bit Quantization,
ICPR22(855-862)
IEEE DOI
2212
Training, Data privacy, Quantization (signal),
Computational modeling, Face recognition, Neural networks, Training data
BibRef
Hofbauer, H.[Heinz],
Martínez-Díaz, Y.[Yoanna],
Luevano, L.S.[Luis Santiago],
Méndez-Vázquez, H.[Heydi],
Uhl, A.[Andreas],
Utilizing CNNs for Cryptanalysis of Selective Biometric Face Sample
Encryption,
ICPR22(892-899)
IEEE DOI
2212
Training, Privacy, Databases, Face recognition, ISO Standards,
Transform coding, Encryption
BibRef
Tasneem, Z.[Zaid],
Milione, G.[Giovanni],
Tsai, Y.H.[Yi-Hsuan],
Yu, X.[Xiang],
Veeraraghavan, A.[Ashok],
Chandraker, M.[Manmohan],
Pittaluga, F.[Francesco],
Learning Phase Mask for Privacy-Preserving Passive Depth Estimation,
ECCV22(VII:504-521).
Springer DOI
2211
BibRef
Xu, C.[Chao],
Zhang, J.N.[Jiang-Ning],
Han, Y.[Yue],
Tian, G.Z.[Guan-Zhong],
Zeng, X.F.[Xian-Fang],
Tai, Y.[Ying],
Wang, Y.B.[Ya-Biao],
Wang, C.J.[Cheng-Jie],
Liu, Y.[Yong],
Designing One Unified Framework for High-Fidelity Face Reenactment and
Swapping,
ECCV22(XV:54-71).
Springer DOI
2211
BibRef
Mi, Y.X.[Yu-Xi],
Zhong, Z.Z.[Zhi-Zhou],
Huang, Y.[Yuge],
Ji, J.Z.[Jia-Zhen],
Xu, J.Q.[Jian-Qing],
Wang, J.[Jun],
Wang, S.M.[Shao-Ming],
Ding, S.H.[Shou-Hong],
Zhou, S.G.[Shui-Geng],
Privacy-Preserving Face Recognition Using Trainable Feature
Subtraction,
CVPR24(297-307)
IEEE DOI Code:
WWW Link.
2410
Privacy, Image recognition, Image coding, Codes, Accuracy,
Face recognition, face recognition, privacy protection
BibRef
Mi, Y.X.[Yu-Xi],
Huang, Y.[Yuge],
Ji, J.Z.[Jia-Zhen],
Zhao, M.[Minyi],
Wu, J.X.[Jia-Xiang],
Xu, X.K.[Xing-Kun],
Ding, S.H.[Shou-Hong],
Zhou, S.[Shuigeng],
Privacy-Preserving Face Recognition Using Random Frequency Components,
ICCV23(19616-19627)
IEEE DOI Code:
WWW Link.
2401
BibRef
Ji, J.Z.[Jia-Zhen],
Wang, H.[Huan],
Huang, Y.[Yuge],
Wu, J.X.[Jia-Xiang],
Xu, X.[Xingkun],
Ding, S.H.[Shou-Hong],
Zhang, S.C.[Sheng-Chuan],
Cao, L.J.[Liu-Juan],
Ji, R.R.[Rong-Rong],
Privacy-Preserving Face Recognition with Learnable Privacy Budgets in
Frequency Domain,
ECCV22(XII:475-491).
Springer DOI
2211
BibRef
Yan, C.Q.[Chen-Qian],
Zhang, Y.[Yuge],
Zhang, Q.[Quanlu],
Yang, Y.M.[Ya-Ming],
Jiang, X.Y.[Xin-Yang],
Yang, Y.Q.[Yu-Qing],
Wang, B.Y.[Bao-Yuan],
Privacy-preserving Online AutoML for Domain-Specific Face Detection,
CVPR22(4124-4134)
IEEE DOI
2210
Deep learning, Data privacy, Face recognition,
Computer architecture, Detectors, Prediction algorithms, Recognition: detection
BibRef
Ruiz, N.[Nataniel],
Kortylewski, A.[Adam],
Qiu, W.C.[Wei-Chao],
Xie, C.H.[Ci-Hang],
Bargal, S.A.[Sarah Adel],
Yuille, A.L.[Alan L.],
Sclaroff, S.[Stan],
Simulated Adversarial Testing of Face Recognition Models,
CVPR22(4135-4145)
IEEE DOI
2210
Training, Manifolds, Shape, Face recognition, Semantics, Nose,
Machine learning, Face and gestures, privacy and ethics in vision
BibRef
Baek, K.[Kyungjune],
Shim, H.J.[Hyun-Jung],
Commonality in Natural Images Rescues GANs:
Pretraining GANs with Generic and Privacy-free Synthetic Data,
CVPR22(7844-7854)
IEEE DOI
2210
Privacy, Image resolution, Shape, Synthesizers,
Computational modeling, Transfer learning, privacy and ethics in vision
BibRef
RichardWebster, B.[Brandon],
Hu, B.[Brian],
Fieldhouse, K.[Keith],
Hoogs, A.[Anthony],
Doppelgänger Saliency: Towards More Ethical Person Re-Identification,
FaDE-TCV22(2846-2856)
IEEE DOI
2210
Ethics, Visualization, Surveillance, Computational modeling, Decision making
BibRef
Damer, N.[Naser],
López, C.A.F.[César Augusto Fontanillo],
Fang, M.L.[Mei-Ling],
Spiller, N.[Noémie],
Pham, M.V.[Minh Vu],
Boutros, F.[Fadi],
Privacy-friendly Synthetic Data for the Development of Face Morphing
Attack Detectors,
Biometrics22(1605-1616)
IEEE DOI
2210
Training, Data privacy, Law, Face recognition, Training data
BibRef
Li, Y.H.[Yu-Hang],
Zhu, F.[Feng],
Gong, R.H.[Rui-Hao],
Shen, M.Z.[Ming-Zhu],
Dong, X.[Xin],
Yu, F.W.[Feng-Wei],
Lu, S.Q.[Shao-Qing],
Gu, S.[Shi],
MixMix: All You Need for Data-Free Compression Are Feature and Data
Mixing,
ICCV21(4390-4399)
IEEE DOI
2203
Degradation, Deep learning, Data privacy, Quantization (signal),
Image coding, Computational modeling, Training data,
BibRef
Yang, X.[Xiao],
Dong, Y.P.[Yin-Peng],
Pang, T.Y.[Tian-Yu],
Su, H.[Hang],
Zhu, J.[Jun],
Chen, Y.F.[Yue-Feng],
Xue, H.[Hui],
Towards Face Encryption by Generating Adversarial Identity Masks,
ICCV21(3877-3887)
IEEE DOI
2203
Visualization, Data privacy, Social networking (online),
Face recognition, User experience, Encryption, Faces,
and ethics in vision
BibRef
Qiu, H.B.[Hai-Bo],
Yu, B.S.[Bao-Sheng],
Gong, D.H.[Di-Hong],
Li, Z.F.[Zhi-Feng],
Liu, W.[Wei],
Tao, D.C.[Da-Cheng],
SynFace: Face Recognition with Synthetic Data,
ICCV21(10860-10870)
IEEE DOI
2203
Training, Deep learning, Data privacy, Annotations, Face recognition,
Neural networks, Datasets and evaluation, Faces
BibRef
Denker, A.,
Protection of Privacy and Personal Data in the Big Data Environment of
Smart Cities,
SmartCityApp21(181-186).
DOI Link
2201
BibRef
Dusmanu, M.[Mihai],
Schönberger, J.L.[Johannes L.],
Sinha, S.N.[Sudipta N.],
Pollefeys, M.[Marc],
Privacy-Preserving Image Features via Adversarial Affine Subspace
Embeddings,
CVPR21(14262-14272)
IEEE DOI
2111
Location awareness, Visualization, Privacy,
Face recognition, Authentication, Rendering (computer graphics)
BibRef
Kim, S.[Sunpill],
Jeong, Y.[Yunseong],
Kim, J.[Jinsu],
Kim, J.[Jungkon],
Lee, H.T.[Hyung Tae],
Seo, J.H.[Jae Hong],
IronMask: Modular Architecture for Protecting Deep Face Template,
CVPR21(16120-16129)
IEEE DOI
2111
Degradation, Measurement, Privacy, Face recognition,
Computer architecture, Security
BibRef
Sun, J.W.[Jing-Wei],
Li, A.[Ang],
Wang, B.H.[Bing-Hui],
Yang, H.[Huanrui],
Li, H.[Hai],
Chen, Y.[Yiran],
Soteria: Provable Defense against Privacy Leakage in Federated
Learning from Representation Perspective,
CVPR21(9307-9315)
IEEE DOI
2111
Privacy, Data privacy, Distance learning,
Distributed databases, Collaborative work, Robustness
BibRef
Gao, W.[Wei],
Guo, S.W.[Shang-Wei],
Zhang, T.W.[Tian-Wei],
Qiu, H.[Han],
Wen, Y.G.[Yong-Gang],
Liu, Y.[Yang],
Privacy-preserving Collaborative Learning with Automatic
Transformation Search,
CVPR21(114-123)
IEEE DOI
2111
Training, Measurement, Learning systems, Deep learning, Data privacy,
Search methods, Collaborative work
BibRef
Golatkar, A.[Aditya],
Achille, A.[Alessandro],
Ravichandran, A.[Avinash],
Polito, M.[Marzia],
Soatto, S.[Stefano],
Mixed-Privacy Forgetting in Deep Networks,
CVPR21(792-801)
IEEE DOI
2111
Training, Linear approximation,
Network architecture, Data models, Task analysis
BibRef
Luo, Z.[Zelun],
Wu, D.J.[Daniel J.],
Adeli, E.[Ehsan],
Fei-Fei, L.[Li],
Scalable Differential Privacy with Sparse Network Finetuning,
CVPR21(5057-5066)
IEEE DOI
2111
Training, Differential privacy, Visualization, Adaptation models,
Privacy, Transfer learning, Stochastic processes
BibRef
Wang, H.[Hanrui],
Dong, X.[Xingbo],
Jin, Z.[Zhe],
Teoh, A.B.J.[Andrew Beng Jin],
Tistarelli, M.[Massimo],
Interpretable security analysis of cancellable biometrics using
constrained-optimized similarity-based attack,
WACVW21(70-77) Explainable and Interpretable AI
IEEE DOI
2105
Biometrics (access control), Computational modeling,
Supervised learning, Information filters, Security
BibRef
Li, J.Z.[Jing-Zhi],
Han, L.T.[Lu-Tong],
Zhang, H.[Hua],
Han, X.G.[Xiao-Guang],
Ge, J.G.[Jing-Guo],
Cao, X.C.[Xiao-Chun],
Learning Disentangled Representations for Identity Preserving
Surveillance Face Camouflage,
ICPR21(9748-9755)
IEEE DOI
2105
Training, Privacy, Visualization, Face recognition, Scalability,
Network architecture, Video surveillance
BibRef
Lee, H.[Hakyoung],
Low, C.Y.[Cheng Yaw],
Teoh, A.B.J.[Andrew Beng Jin],
SoftmaxOut Transformation-Permutation Network for Facial Template
Protection,
ICPR21(7558-7565)
IEEE DOI
2105
Quantization (signal), Face recognition, Transforms, Entropy,
Cryptography, Template Protection, Cancellable Biometrics,
Security
BibRef
Hao, H.,
Güera, D.,
Horváth, J.,
Reibman, A.R.,
Delp, E.J.,
Robustness Analysis of Face Obscuration,
FG20(176-183)
IEEE DOI
2102
Face recognition, Image reconstruction, Faces, Deep learning,
Analytical models, Image recognition, Privacy,
Face reconstruction
BibRef
Bortolato, B.,
Ivanovska, M.,
Rot, P.,
Kriaj, J.,
Terhörst, P.,
Damer, N.,
Peer, P.,
truc, V.,
Learning privacy-enhancing face representations through feature
disentanglement,
FG20(495-502)
IEEE DOI
2102
Face recognition, Privacy, Training, Neural networks, Decoding,
Training data, Task analysis, soft biometrics, face,
feature disentenglemnet
BibRef
Gu, X.Y.[Xiu-Ye],
Luo, W.X.[Wei-Xin],
Ryoo, M.S.[Michael S.],
Lee, Y.J.[Yong Jae],
Password-conditioned Anonymization and Deanonymization with Face
Identity Transformers,
ECCV20(XXIII:727-743).
Springer DOI
2011
BibRef
Malhotra, A.,
Chhabra, S.,
Vatsa, M.,
Singh, R.,
On Privacy Preserving Anonymization of Finger-selfies,
TCV20(120-128)
IEEE DOI
2008
Social network services, Perturbation methods, Privacy,
Visualization, Mathematical model, Optimization, Image recognition
BibRef
Canh, T.N.[T. Nguyen],
Nagahara, H.,
Deep Compressive Sensing for Visual Privacy Protection in FlatCam
Imaging,
CLI19(3978-3986)
IEEE DOI
2004
cameras, compressed sensing, data privacy, image coding,
image reconstruction, image segmentation, image sensors,
deep compressive sensing
BibRef
Speciale, P.,
Schönberger, J.,
Sinha, S.,
Pollefeys, M.,
Privacy Preserving Image Queries for Camera Localization,
ICCV19(1486-1496)
IEEE DOI
2004
cameras, data privacy, feature extraction, image reconstruction,
image retrieval, pose estimation,
Visualization
BibRef
Hou, W.[Wei],
Wang, D.[Dakui],
Chen, X.J.[Xiao-Jun],
Generate Images with Obfuscated Attributes for Private Image
Classification,
MMMod20(II:125-135).
Springer DOI
2003
BibRef
Wu, B.Z.[Bing-Zhe],
Zhao, S.W.[Shi-Wan],
Sun, G.Y.[Guang-Yu],
Zhang, X.L.[Xiao-Lu],
Su, Z.[Zhong],
Zeng, C.H.[Cai-Hong],
Liu, Z.H.[Zhi-Hong],
P3SGD: Patient Privacy Preserving SGD for Regularizing Deep CNNs in
Pathological Image Classification,
CVPR19(2094-2103).
IEEE DOI
2002
BibRef
Münch, D.[David],
Grosselfinger, A.K.[Ann-Kristin],
Krempel, E.[Erik],
Hebel, M.[Marcus],
Arens, M.[Michael],
Data Anonymization for Data Protection on Publicly Recorded Data,
CVS19(245-258).
Springer DOI
1912
BibRef
Beugnon, S.,
Puteaux, P.,
Puech, W.,
Privacy Protection for Social Media Based on A Hierarchical Secret
Image Sharing Scheme,
ICIP19(679-683)
IEEE DOI
1910
Multimedia security, hierarchical secret image sharing,
privacy protection, social networks
BibRef
Sirichotedumrong, W.,
Maekawa, T.,
Kinoshita, Y.,
Kiya, H.,
Privacy-Preserving Deep Neural Networks with Pixel-Based Image
Encryption Considering Data Augmentation in the Encrypted Domain,
ICIP19(674-678)
IEEE DOI
1910
Deep learning, deep neural network, image encryption, privacy-preserving
BibRef
Rezaeifar, S.,
Razeghi, B.,
Taran, O.,
Holotyak, T.,
Voloshynovskiy, S.,
Reconstruction of Privacy-Sensitive Data from Protected Templates,
ICIP19(1163-1167)
IEEE DOI
1910
Privacy, template protection, reconstruction, ambiguization, deep learning
BibRef
Bonettini, N.,
Güera, D.,
Bondi, L.,
Bestagini, P.,
Delp, E.J.,
Tubaro, S.,
Image Anonymization Detection with Deep Handcrafted Features,
ICIP19(2304-2308)
IEEE DOI
1910
Image forensics, PRNU, camera attribution, deep learning
BibRef
Oleszkiewicz, W.[Witold],
Kairouz, P.[Peter],
Piczak, K.[Karol],
Rajagopal, R.[Ram],
Trzcinski, T.[Tomasz],
Siamese Generative Adversarial Privatizer for Biometric Data,
ACCV18(V:482-497).
Springer DOI
1906
BibRef
Pittaluga, F.,
Koppal, S.,
Chakrabarti, A.,
Learning Privacy Preserving Encodings Through Adversarial Training,
WACV19(791-799)
IEEE DOI
1904
data privacy, image coding, learning (artificial intelligence),
neural nets, optimisation, pattern classification,
Data privacy
BibRef
Orekondy, T.,
Fritz, M.,
Schiele, B.,
Connecting Pixels to Privacy and Utility:
Automatic Redaction of Private Information in Images,
CVPR18(8466-8475)
IEEE DOI
1812
Privacy, Visualization, Face, Data privacy, Image segmentation,
Task analysis, Fingerprint recognition
BibRef
Gerhardt, C.,
Aichroth, P.,
Mann, S.,
Selective face encryption in H.264 encoded videos,
VCIP17(1-4)
IEEE DOI
1804
cryptography, video coding, video surveillance,
H.264 video encryption, data confidentiality,
Videos
BibRef
Sokolic, J.,
Rodrigues, M.R.D.,
Qiu, Q.,
Sapiro, G.,
Learning to Identify While Failing to Discriminate,
HumID17(2537-2544)
IEEE DOI
1802
Data privacy, Face, Measurement, Prediction algorithms, Privacy, Training
BibRef
Orekondy, T.,
Schiele, B.,
Fritz, M.,
Towards a Visual Privacy Advisor:
Understanding and Predicting Privacy Risks in Images,
ICCV17(3706-3715)
IEEE DOI
1802
Web services, data privacy, explicit content, image content,
privacy preferences, privacy risks, privacy settings,
Visualization
BibRef
Hung, P.C.K.[Patrick C. K.],
Kanev, K.[Kamen],
Iqbal, F.[Farkhund],
Mettrick, D.[David],
Rafferty, L.[Laura],
Pan, G.P.[Guan-Pu],
Huang, S.C.[Shih-Chia],
Fung, B.C.M.[Benjamin C. M.],
A Study of Children Facial Recognition for Privacy in Smart TV,
CompIMAGE16(229-240).
Springer DOI
1704
BibRef
Guo, T.[Teng],
Liu, F.[Feng],
Wang, W.[Wen],
Yu, B.[Bing_Tao],
Privacy Monitor,
IWDW16(187-197).
Springer DOI
1703
BibRef
Fujii, K.[Kojiro],
Nakamura, K.[Kazuaki],
Nitta, N.[Naoko],
Babaguchi, N.[Noboru],
A Framework of Privacy-Preserving Image Recognition for Image-Based
Information Services,
MMMod17(I: 40-52).
Springer DOI
1701
BibRef
Oh, S.J.[Seong Joon],
Benenson, R.[Rodrigo],
Fritz, M.[Mario],
Schiele, B.[Bernt],
Faceless Person Recognition: Privacy Implications in Social Media,
ECCV16(III: 19-35).
Springer DOI
1611
BibRef
Chaussy, E.[Erwan],
Machida, S.[Shimon],
Sonehara, N.[Noboru],
Echizen, I.[Isao],
Definition of Private Information for Image Sharing in Social
Networking Services,
IWDW14(544-556).
Springer DOI
1602
BibRef
Sim, T.,
Zhang, L.[Li],
Controllable face privacy,
FG15(1-1)
IEEE DOI
1508
data privacy
BibRef
Korshunov, P.[Pavel],
Ebrahimi, T.[Touradj],
Towards optimal distortion-based visual privacy filters,
ICIP14(6051-6055)
IEEE DOI
1502
Accuracy
BibRef
Erdelyi, A.[Adam],
Barat, T.[Tibor],
Valet, P.[Patrick],
Winkler, T.[Thomas],
Rinner, B.[Bernhard],
Adaptive cartooning for privacy protection in camera networks,
AVSS14(44-49)
IEEE DOI
1411
Cameras
BibRef
Aouada, D.[Djamila],
Khader, D.[Dalia],
SPN2: Single-sided privacy preserving nearest neighbor and its
application to face recognition,
AVSS14(31-36)
IEEE DOI
1411
Databases; Encryption; Face recognition; Privacy; Servers; Vectors
BibRef
Al-Shammari, E.T.,
Hassanien, A.E.,
Al-Razgan, O.S.,
Protecting Patient Privacy against Unauthorized Release of Medical
Images Using Weighted Quantum Particle Swarm Optimization Algorithm,
ACPR13(667-671)
IEEE DOI
1408
authorisation
BibRef
Luong, A.,
Gerbush, M.,
Waters, B.,
Grauman, K.,
Reconstructing a fragmented face from a cryptographic identification
protocol,
WACV13(238-245).
IEEE DOI
1303
Secure Computation of Face Identification -- keep the faces private.
BibRef
Shi, J.Y.[Jin-Yang],
You, Z.Y.[Zhi-Yang],
Gu, M.[Ming],
Lam, K.Y.[Kwok-Yan],
Biomapping: Privacy trustworthy biometrics using noninvertible and
discriminable constructions,
ICPR08(1-4).
IEEE DOI
0812
BibRef
Linnartz, J.P.[Jean-Paul],
Tuyls, P.[Pim],
New Shielding Functions to Enhance Privacy and Prevent Misuse of
Biometric Templates,
AVBPA03(393-402).
Springer DOI
0310
BibRef
Chapter on Face Recognition, Detection, Tracking, Gesture Recognition, Fingerprints, Biometrics continues in
Face De-Identification, Privacy .