Protecting Sensory Data against Sensitive Inferences

21 February 2018

Mohammad Malekzadeh

R. Clegg

Andrea Cavallaro

Hamed Haddadi

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Papers citing "Protecting Sensory Data against Sensitive Inferences"

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Title
Sponge Attacks on Sensing AI: Energy-Latency Vulnerabilities and Defense via Model Pruning Syed Mhamudul Hasan Hussein Zangoti Iraklis Anagnostopoulos Abdur R. Shahid AAML 38 0 0 09 May 2025
Past, Present, and Future of Sensor-Based Human Activity Recognition Using Wearables: A Surveying Tutorial on a Still Challenging Task H. Haresamudram Chi Ian Tang Sungho Suh P. Lukowicz Thomas Ploetz 76 2 0 11 Nov 2024
MuJo: Multimodal Joint Feature Space Learning for Human Activity Recognition Stefan Gerd Fritsch Cennet Oğuz Vitor Fortes Rey L. Ray Maximilian Kiefer-Emmanouilidis Paul Lukowicz HAI 53 0 0 06 Jun 2024
Cross-Domain HAR: Few Shot Transfer Learning for Human Activity Recognition Megha Thukral H. Haresamudram Thomas Ploetz 40 4 0 22 Oct 2023
Don't freeze: Finetune encoders for better Self-Supervised HAR Vitor Fortes Rey Dominique Nshimyimana P. Lukowicz 39 8 0 03 Jul 2023
Cheating off your neighbors: Improving activity recognition through corroboration Haoxiang Yu Jingyi An Evan King Edison Thomaz Christine Julien 37 0 0 27 May 2023
Investigating Enhancements to Contrastive Predictive Coding for Human Activity Recognition H. Haresamudram Irfan Essa Thomas Ploetz AI4TS 30 15 0 11 Nov 2022
Lightweight Transformers for Human Activity Recognition on Mobile Devices Sannara Ek François Portet P. Lalanda 37 28 0 22 Sep 2022
Privacy Preserving Release of Mobile Sensor Data Rahat Masood Wing Yan Cheng Dinusha Vatsalan Deepak Mishra Hassan Jameel Asghar M. Kâafar 29 0 0 13 May 2022
Negative Selection by Clustering for Contrastive Learning in Human Activity Recognition Jinqiang Wang Tao Zhu L. Chen Huansheng Ning Yaping Wan SSL HAI 27 30 0 23 Mar 2022
Assessing the State of Self-Supervised Human Activity Recognition using Wearables H. Haresamudram Irfan Essa Thomas Plötz SSL 42 86 0 22 Feb 2022
Deep Learning in Human Activity Recognition with Wearable Sensors: A Review on Advances Shibo Zhang Yaxuan Li Shen Zhang Farzad Shahabi S. Xia Yuanbei Deng N. Alshurafa BDL 23 295 0 31 Oct 2021
GaitPrivacyON: Privacy-Preserving Mobile Gait Biometrics using Unsupervised Learning Paula Delgado-Santos Ruben Tolosana R. Guest R. Vera-Rodríguez F. Deravi Aythami Morales CVBM 26 30 0 08 Oct 2021
Contrastive Predictive Coding for Human Activity Recognition H. Haresamudram Irfan Essa Thomas Ploetz 32 118 0 09 Dec 2020
Self-supervised Human Activity Recognition by Learning to Predict Cross-Dimensional Motion Setareh Rahimi Taghanaki M. Rainbow Ali Etemad SSL HAI 27 15 0 21 Oct 2020
Sense and Learn: Self-Supervision for Omnipresent Sensors Aaqib Saeed Victor Ungureanu Beat Gfeller OOD SSL 22 39 0 28 Sep 2020
DYSAN: Dynamically sanitizing motion sensor data against sensitive inferences through adversarial networks Claude Rosin Ngueveu A. Boutet Carole Frindel Sébastien Gambs T. Jourdan Claude Rosin Ngueveu 30 27 0 23 Mar 2020
Deep Learning for Sensor-based Human Activity Recognition: Overview, Challenges and Opportunities Kaixuan Chen Dalin Zhang Lina Yao Bin Guo Zhiwen Yu Yunhao Liu HAI 42 619 0 21 Jan 2020
ZKSENSE: A Friction-less Privacy-Preserving Human Attestation Mechanism for Mobile Devices Iñigo Querejeta-Azurmendi P. Papadopoulos Matteo Varvello Antonio Nappa Jiexin Zhang B. Livshits 6 2 0 18 Nov 2019
Multi-task Self-Supervised Learning for Human Activity Detection Aaqib Saeed T. Ozcelebi J. Lukkien SSL 23 270 0 27 Jul 2019
Generating Multi-label Discrete Patient Records using Generative Adversarial Networks Edward Choi Siddharth Biswal B. Malin J. Duke Walter F. Stewart Jimeng Sun SyDa GAN 156 570 0 19 Mar 2017