Inference Attacks Against Face Recognition Model without Classification
Layers

Inference Attacks Against Face Recognition Model without Classification Layers

24 January 2024

Papers citing "Inference Attacks Against Face Recognition Model without Classification Layers"

13 / 13 papers shown

Title
Membership Inference Attacks and Generalization: A Causal Perspective Teodora Baluta Shiqi Shen S. Hitarth Shruti Tople Prateek Saxena OOD MIACV 55 19 0 18 Sep 2022
DuetFace: Collaborative Privacy-Preserving Face Recognition via Channel Splitting in the Frequency Domain Yuxi Mi Yanhua Huang Jia-Bao Ji Hongquan Liu Xingkun Xu Shouhong Ding Shuigeng Zhou PICV CVBM 45 28 0 15 Jul 2022
AdaFace: Quality Adaptive Margin for Face Recognition Minchul Kim Anil K. Jain Xiaoming Liu CVBM 103 406 0 03 Apr 2022
User-Level Membership Inference Attack against Metric Embedding Learning Guoyao Li Shahbaz Rezaei Xin Liu 89 23 0 04 Mar 2022
MagFace: A Universal Representation for Face Recognition and Quality Assessment Qiang Meng Shichao Zhao Zhida Huang F. Zhou CVBM 66 490 0 11 Mar 2021
Label-Only Membership Inference Attacks Christopher A. Choquette-Choo Florian Tramèr Nicholas Carlini Nicolas Papernot MIACV MIALM 81 505 0 28 Jul 2020
CurricularFace: Adaptive Curriculum Learning Loss for Deep Face Recognition Yanhua Huang Yuhan Wang Ying Tai Xiaoming Liu Pengcheng Shen Shaoxin Li Jilin Li Feiyue Huang CVBM 53 505 0 01 Apr 2020
Dreaming to Distill: Data-free Knowledge Transfer via DeepInversion Hongxu Yin Pavlo Molchanov Zhizhong Li J. Álvarez Arun Mallya Derek Hoiem N. Jha Jan Kautz 62 563 0 18 Dec 2019
Analyzing and Improving the Image Quality of StyleGAN Tero Karras S. Laine M. Aittala Janne Hellsten J. Lehtinen Timo Aila GAN 260 5,797 0 03 Dec 2019
Squeeze-and-Excitation Networks Jie Hu Li Shen Samuel Albanie Gang Sun Enhua Wu 378 26,365 0 05 Sep 2017
Stealing Machine Learning Models via Prediction APIs Florian Tramèr Fan Zhang Ari Juels Michael K. Reiter Thomas Ristenpart SILM MLAU 97 1,803 0 09 Sep 2016
Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift Sergey Ioffe Christian Szegedy OOD 415 43,234 0 11 Feb 2015
Learning Face Representation from Scratch Dong Yi Zhen Lei Tianran Ouyang Stan Z. Li CVBM 83 2,008 0 28 Nov 2014

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