22.5.1.3 Biometrics, Privacy Issues, Security Issues

Chapter Contents (Back)
Privacy. Security. Application, Biometrics.
See also Face De-Identification, Privacy.
See also Surveillance Systems, Privacy Protection, Issues, Techniques, Face Obscuration.
See also Privacy in Learning.
See also Face Swapping.

Prabhakar, S.[Salil], Pankanti, S.[Sharath], and Jain, A.K.[Anil K.],
Biometric Recognition: Security and Privacy Concerns,
SecPriv(1), No. 2, March-April 2003, pp. 33-42. BibRef 0303

Jain, A.K.[Anil K.],
Biometric Recognition: Overview and Recent Advances,
CIARP07(13-19).
Springer DOI 0711
BibRef

Wu, F.[Fan], Liu, J.Q.[Ji-Qiang], Zhong, S.[Sheng],
An efficient protocol for private and accurate mining of support counts,
PRL(30), No. 1, 1 January 2009, pp. 80-86.
Elsevier DOI 0811
Keeping private information private. Support count; Bilinear mapping; Identity-based encryption BibRef

Schouten, B.[Ben], Jacobs, B.[Bart],
Biometrics and their use in e-passports,
IVC(27), No. 3, February 2009, pp. 305-312.
Elsevier DOI 0804
Biometrics; Privacy; Security; Passports BibRef

Schouten, B., Salah, A.A.,
Empowering the end-user in biometrics,
ICARCV08(1357-1360).
IEEE DOI 1109
BibRef

Cimato, S.[Stelvio], Sassi, R.[Roberto], Scotti, F.[Fabio],
Biometrics and Privacy,
RPCS(1), No. 2, June 2008, pp. 98-109
WWW Link. BibRef 0806

Jain, A.K.[Anil K.], Nandakumar, K.[Karthik],
Biometric Authentication: System Security and User Privacy,
Computer(45), No. 11, November 2012, pp. 87-92.
IEEE DOI 1212
BibRef

Bringer, J., Chabanne, H., Patey, A.,
Privacy-Preserving Biometric Identification Using Secure Multiparty Computation: An Overview and Recent Trends,
SPMag(30), No. 2, 2012, pp. 42-52.
IEEE DOI 1303
BibRef

Karthik, K.[Kannan], Kashyap, S.[Sachin],
Transparent hashing in the encrypted domain for privacy preserving image retrieval,
SIViP(7), No. 4, July 2013, pp. 647-664.
WWW Link. 1306
BibRef

Klarreich, E.[Erica],
Hello, My Name Is . . .,
CACM(56), No. 8, August 2014, pp. 17-19.
DOI Link 1408
Facial recognition and privacy concerns. BibRef

Babaguchi, N.[Noboru], Nakashima, Y.[Yuta],
Protection and Utilization of Privacy Information via Sensing,
IEICE(E98-D), No. 1, January 2015, pp. 2-9.
WWW Link. 1503
BibRef

Barni, M., Droandi, G., Lazzeretti, R.,
Privacy Protection in Biometric-Based Recognition Systems: A marriage between cryptography and signal processing,
SPMag(32), No. 5, September 2015, pp. 66-76.
IEEE DOI 1509
biometrics (access control) BibRef

Bustard, J.,
The Impact of EU Privacy Legislation on Biometric System Deployment: Protecting citizens but constraining applications,
SPMag(32), No. 5, September 2015, pp. 101-108.
IEEE DOI 1509
biometrics (access control) BibRef

Samuel, A., Sarfraz, M.I., Haseeb, H., Basalamah, S., Ghafoor, A.,
A Framework for Composition and Enforcement of Privacy-Aware and Context-Driven Authorization Mechanism for Multimedia Big Data,
MultMed(17), No. 9, September 2015, pp. 1484-1494.
IEEE DOI 1509
Big Data BibRef

Bringer, J.[Julien], Morel, C.[Constance], Rathgeb, C.[Christian],
Security analysis and improvement of some biometric protected templates based on Bloom filters,
IVC(58), No. 1, 2017, pp. 239-253.
Elsevier DOI 1703
Bloom filter BibRef

Pittaluga, F.[Francesco], Koppal, S.J.[Sanjeev J.],
Pre-Capture Privacy for Small Vision Sensors,
PAMI(39), No. 11, November 2017, pp. 2215-2226.
IEEE DOI 1710
BibRef
Earlier:
Privacy preserving optics for miniature vision sensors,
CVPR15(314-324)
IEEE DOI 1510
Thermal sensors, privacy BibRef

Kumaki, T.[Takeshi], Fujino, T.[Takeshi],
Hierarchical-Masked Image Filtering for Privacy-Protection,
IEICE(E100-D), No. 10, October 2017, pp. 2327-2338.
WWW Link. 1710
BibRef

Li, H., Wang, K., Liu, X., Sun, Y., Guo, S.,
A Selective Privacy-Preserving Approach for Multimedia Data,
MultMedMag(24), No. 4, October 2017, pp. 14-25.
IEEE DOI 1712
Big data, Computer crime, Computer security, Data analysis, Data models, Data privacy, Encryption, Handheld devices, time constraints BibRef

Wang, Y.[Yi], Wan, J.W.[Jian-Wu], Guo, J.[Jun], Cheung, Y.M.[Yiu-Ming], Yuen, P.C.[Pong C.],
Inference-Based Similarity Search in Randomized Montgomery Domains for Privacy-Preserving Biometric Identification,
PAMI(40), No. 7, July 2018, pp. 1611-1624.
IEEE DOI 1806
Cryptography, Hamming distance, Indexes, Privacy, Search problems, Servers, Biometric identification, hypothesis testing, privacy protection BibRef

Mochaourab, R., Oechtering, T.J.,
Private Filtering for Hidden Markov Models,
SPLetters(25), No. 6, June 2018, pp. 888-892.
IEEE DOI 1806
data privacy, dynamic programming, hidden Markov models, Markov process, Shannons equivocation, hidden Markov model, privacy BibRef

Fiandrotti, A.[Attilio], Mattelliano, M.[Massimo], Baccaglini, E.[Enrico], Vergori, P.[Paolo],
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 BibRef

Jiang, Z.W.[Zheng-Wei], Chen, G.[Guoen], Jin, X.Q.[Xue-Qi], Wang, Y.Q.[Yue-Qiang],
RETRACTED: Analysis of security operation and maintenance system using privacy utility in media environment,
JVCIR(69), 2020, pp. 102840.
Elsevier DOI 2006
BibRef
And: Original: JVCIR(56), 2018, pp. 177-181. 1811
KVM, Safety, Operation and maintenance control, Intelligent management BibRef

Ataei, M.[Mehrnaz], 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
BibRef

Ma, C., Yan, Z., Chen, C.W.,
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 BibRef

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
BibRef

Wang, K.[Kun], Zhao, W.[Wei], Cui, J.J.[Jun-Jie], Cui, Y.P.[Yan-Peng], 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 BibRef

Chinoy, S.[Sahil],
We Built an 'Unbelievable' (but Legal) Facial Recognition Machine,
New York Times, April 16, 2019.
WWW Link. Opinion piece discussing using online facial recognition service and publically available live camera stream in a public area of New York. BibRef 0000

Kaur, H.[Harkeerat], Khanna, P.[Pritee],
Random Slope method for generation of cancelable biometric features,
PRL(126), 2019, pp. 31-40.
Elsevier DOI 1909
BibRef
Earlier: Corrigendum: PRL(151), 2021, pp. 85-87.
Elsevier DOI 2110
Biometrics, Cancelable, Revocable, Random Slope, Stolen token scenario BibRef

Dwivedi, R.[Rudresh], Dey, S.[Somnath],
Score-level fusion for cancelable multi-biometric verification,
PRL(126), 2019, pp. 58-67.
Elsevier DOI 1909
Biometric, Multibiometric system, Fusion, Score-level fusion BibRef

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 BibRef

Iida, K.[Kenta], Kiya, H.[Hitoshi],
Image Identification of Encrypted JPEG Images for Privacy-Preserving Photo Sharing Services,
IEICE(E103-D), No. 1, January 2020, pp. 25-32.
WWW Link. 2001
BibRef
Earlier:
An Image Identification Scheme of Encrypted JPEG Images for Privacy-Preserving Photo Sharing Services,
ICIP19(4564-4568)
IEEE DOI 1910
image identification, JPEG, Encryption-then-Compression system, privacy-preserving BibRef

Gruteser, M.[Marco],
Technical Perspective: Lighting the Way to Visual Privacy,
CACM(63), No. 1, January 2020, pp. 80.
DOI Link 2001
BibRef

Zhu, S.L.[Shi-Lin], Zhang, C.[Chi], Zhang, X.Y.[Xin-Yu],
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. BibRef

Qin, J.H.[Jiao-Hua], Chen, J.H.[Jian-Hua], Xiang, X.Y.[Xu-Yu], Tan, Y.[Yun], Ma, W.T.[Wen-Tao], Wang, J.[Jing],
A privacy-preserving image retrieval method based on deep learning and adaptive weighted fusion,
RealTimeIP(17), No. 1, February 2020, pp. 161-173.
Springer DOI 2002
BibRef

Magdy, S.[Safaa], Abouelseoud, Y.[Yasmine], Mikhail, M.[Mervat],
Privacy preserving search index for image databases based on SURF and order preserving encryption,
IET-IPR(14), No. 5, 17 April 2020, pp. 874-881.
DOI Link 2004
BibRef

Hu, L.S.[Li-Shuang], Xiang, T.[Tao], 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 BibRef

Khan, S.[Saad], Parkinson, S.[Simon], Grant, L.[Liam], Liu, N.[Na], Mcguire, S.[Stephen],
Biometric Systems Utilising Health Data from Wearable Devices: Applications and Future Challenges in Computer Security,
Surveys(53), No. 4, July 2020, pp. xx-yy.
DOI Link 2010
authentication, Health data, biometrics, wearable technology BibRef

Liu, J.X.[Ji-Xin], Tang, Z.[Zheng], Sun, N.[Ning], Han, G.[Guang], Kwong, S.[Sam],
Visual privacy-preserving level evaluation for multilayer compressed sensing model using contrast and salient structural features,
SP:IC(89), 2020, pp. 115996.
Elsevier DOI 2010
Multilayer compressed sensing, Privacy-preserving, Visual privacy-preserving level evaluation, Contrast feature, Salient structural feature BibRef

Mirjalili, V., Raschka, S., 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 BibRef

Ross, A.[Arun], Banerjee, S.[Sudipta], Chowdhury, A.[Anurag],
Security in smart cities: A brief review of digital forensic schemes for biometric data,
PRL(138), 2020, pp. 346-354.
Elsevier DOI 2010
Smart technology, Biometric data, Digital forensics BibRef

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
BibRef

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 BibRef

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
BibRef

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
BibRef

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
BibRef

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 BibRef

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.[Blaž], Gonzalez-Hernandez, M.[Manfred], Peer, P.[Peter], Štruc, 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


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

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], Huang, Y.[Yuge], Ji, J.Z.[Jia-Zhen], Zhao, M.[Minyi], Wu, J.X.[Jia-Xiang], Xu, X.[Xingkun], 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

Dall'Asen, N.[Nicola], Wang, Y.M.[Yi-Ming], Tang, H.[Hao], Zanella, L.[Luca], Ricci, E.[Elisa],
Graph-Based Generative Face Anonymisation with Pose Preservation,
CIAP22(II:503-515).
Springer DOI 2205
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, Pattern recognition, 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., Križaj, J., Terhörst, P., Damer, N., Peer, P., Štruc, 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 .


Last update:Feb 29, 2024 at 09:13:14