Concepedia

Fairness and privacy preservation for facial images: GAN-based methods

Huan Tian, Tianqing Zhu, Wanlei Zhou

Computers & Security · 2022 · 17 citations · 21 references

Concepts

ComputingData SciencePrivacy EngineeringAlgorithmic FairnessData AnonymizationData PrivacyData ProtectionDifferential PrivacyFairness In Machine LearningDigital Image PrivacyFace Representation LearningFair Representation LearningFairness In Face RecognitionFairness-aware LearningPrivacy PreservationPrivacy-preserving Face Recognition

References

21

Visualizing Data using t-SNE

Laurens van der Maaten, Geoffrey E. Hinton · Journal of Machine Learning Research · 2008 · 35.7K citations

Computing, Data Science, Visualization +13

Proceedings of IEEE International Conference on Computer Vision

1995 · 12.9K citations

Computing, Computer Engineering, Computer Science +14

k-ANONYMITY: A MODEL FOR PROTECTING PRIVACY

Latanya Sweeney · International Journal of Uncertainty Fuzziness and Knowledge-Based Systems · 2002 · 8.5K citations

Computing, Computer Science, Data Science +17

Proceedings European Conference on Computer Vision 2002

Anders Heyden, Gunnar Sparr, Mads Nielsen et al. · Lund University Publications (Lund University) · 2002 · 5.2K citations

Computing, Computer Science, Computer Graphics +13

Equality of Opportunity in Supervised Learning

Moritz Hardt, Eric Price, Nathan Srebro · arXiv (Cornell University) · 2016 · 1.9K citations · Full text

Computing, Data Science, Discrimination +12