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Mobile Sensor Data Anonymization

26 October 2018

Mohammad Malekzadeh

R. Clegg

Andrea Cavallaro

Hamed Haddadi

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Papers citing "Mobile Sensor Data Anonymization"

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Title
PASS: Private Attributes Protection with Stochastic Data Substitution Yizhuo Chen Chun-Fu Chen Hsiang Hsu Shaohan Hu Tarek Abdelzaher 13 0 0 08 Jun 2025
FreRA: A Frequency-Refined Augmentation for Contrastive Learning on Time Series Classification Tian Tian Chunyan Miao Hangwei Qian AI4TS 9 0 0 29 May 2025
RAVEN: Query-Guided Representation Alignment for Question Answering over Audio, Video, Embedded Sensors, and Natural Language Subrata Biswas Mohammad Nur Hossain Khan Bashima Islam 98 0 0 21 May 2025
Optimal Piecewise-based Mechanism for Collecting Bounded Numerical Data under Local Differential Privacy Ye Zheng Sumita Mishra Yidan Hu 36 0 0 21 May 2025
TaskVAE: Task-Specific Variational Autoencoders for Exemplar Generation in Continual Learning for Human Activity Recognition B. Kann Sandra Castellanos-Paez Romain Rombourg P. Lalanda CLL VLM 20 0 0 10 May 2025
Sponge Attacks on Sensing AI: Energy-Latency Vulnerabilities and Defense via Model Pruning Syed Mhamudul Hasan Hussein Zangoti Iraklis Anagnostopoulos Abdur R. Shahid AAML 59 0 0 09 May 2025
Saga: Capturing Multi-granularity Semantics from Massive Unlabelled IMU Data for User Perception Yunzhe Li Facheng Hu Hongzi Zhu Shifan Zhang Liang Zhang Shan Chang Minyi Guo 77 0 0 16 Apr 2025
HAR-DoReMi: Optimizing Data Mixture for Self-Supervised Human Activity Recognition Across Heterogeneous IMU Datasets Lulu Ban Tao Zhu Xiangqing Lu Qi Qiu Wenyong Han Shuangjian Li L. Chen Kevin I-Kai Wang Mingxing Nie Yaping Wan 187 0 0 16 Mar 2025
Mantis: Lightweight Calibrated Foundation Model for User-Friendly Time Series Classification Vasilii Feofanov Songkang Wen Marius Alonso Romain Ilbert Hongbo Guo Malik Tiomoko Lujia Pan Jianfeng Zhang I. Redko AI4TS VLM 137 4 0 24 Feb 2025
On Neural Inertial Classification Networks for Pedestrian Activity Recognition Zeev Yampolsky Ofir Kruzel Victoria Khalfin Fekson Itzik Klein 71 0 0 23 Feb 2025
THOR: A Generic Energy Estimation Approach for On-Device Training Jiaru Zhang Zesong Wang Hao Wang Tao Song Huai-an Su ... Yang Hua Xiangwei Zhou Ruhui Ma Miao Pan Haibing Guan 104 0 0 27 Jan 2025
Adaptive Client Selection with Personalization for Communication Efficient Federated Learning Allan M. de Souza Filipe Maciel Joahannes B. D. da Costa L. Bittencourt E. Cerqueira A. A. F. Loureiro Leandro A. Villas FedML 154 20 0 26 Nov 2024
Self-Supervised Learning and Opportunistic Inference for Continuous Monitoring of Freezing of Gait in Parkinson's Disease Shovito Barua Soumma Kartik Mangipudi Daniel Peterson Shyamal Mehta Hassan Ghasemzadeh 77 5 0 27 Oct 2024
Delta: A Cloud-assisted Data Enrichment Framework for On-Device Continual Learning Chen Gong Zhenzhe Zheng Fan Wu Xiaofeng Jia Guihai Chen LMTD FedML 75 2 0 24 Oct 2024
UniMTS: Unified Pre-training for Motion Time Series Xiyuan Zhang Diyan Teng Ranak Roy Chowdhury Shuheng Li Dezhi Hong Rajesh K. Gupta Jingbo Shang AI4TS 62 5 0 18 Oct 2024
Language-centered Human Activity Recognition Hua Yan Heng Tan Yi Ding Pengfei Zhou Vinod Namboodiri Yu Yang 103 2 0 12 Sep 2024
Protecting Activity Sensing Data Privacy Using Hierarchical Information Dissociation Guangjing Wang Hanqing Guo Yuanda Wang Bocheng Chen Ce Zhou Qiben Yan 59 1 0 04 Sep 2024
EarDA: Towards Accurate and Data-Efficient Earable Activity Sensing Shengzhe Lyu Yongliang Chen Di Duan Renqi Jia Weitao Xu 34 3 0 18 Jun 2024
Model-Agnostic Utility-Preserving Biometric Information Anonymization Chun-Fu Chen Bill Moriarty Shaohan Hu Sean Moran Marco Pistoia Vincenzo Piuri P. Samarati 45 3 0 23 May 2024
MaSS: Multi-attribute Selective Suppression for Utility-preserving Data Transformation from an Information-theoretic Perspective Yizhuo Chen Chun-Fu Chen Hsiang Hsu Shaohan Hu Marco Pistoia Tarek Abdelzaher 61 1 0 23 May 2024
MESEN: Exploit Multimodal Data to Design Unimodal Human Activity Recognition with Few Labels Lilin Xu Chaojie Gu Rui Tan Shibo He Jiming Chen 77 15 0 02 Apr 2024
Evaluating Large Language Models as Virtual Annotators for Time-series Physical Sensing Data Aritra Hota S. Chatterjee Sandip Chakraborty 125 14 0 02 Mar 2024
UNITS: A Unified Multi-Task Time Series Model Shanghua Gao Teddy Koker Owen Queen Thomas Hartvigsen Theodoros Tsiligkaridis Marinka Zitnik AI4TS 109 26 0 29 Feb 2024
Game Theory Solutions in Sensor-Based Human Activity Recognition: A Review M. Shayesteh Behrooz Sharokhzadeh B. Masoumi 20 3 0 09 Nov 2023
Multi-Channel Time-Series Person and Soft-Biometric Identification Nilah Ravi Nair Fernando Moya Rueda Christopher Reining Gernot A. Fink 51 3 0 04 Apr 2023
Beyond Accuracy: A Critical Review of Fairness in Machine Learning for Mobile and Wearable Computing Sofia Yfantidou Marios Constantinides Dimitris Spathis Athena Vakali Daniele Quercia F. Kawsar HAI FaML 83 19 0 27 Mar 2023
Zeno: An Interactive Framework for Behavioral Evaluation of Machine Learning Ángel Alexander Cabrera Erica Fu Donald Bertucci Kenneth Holstein Ameet Talwalkar Jason I. Hong Adam Perer 92 48 0 09 Feb 2023
PriMask: Cascadable and Collusion-Resilient Data Masking for Mobile Cloud Inference Linshan Jiang Qun Song Rui Tan Mo Li 62 5 0 12 Nov 2022
Enhancing Efficiency in Multidevice Federated Learning through Data Selection Fan Mo Mohammad Malekzadeh S. Chatterjee F. Kawsar Akhil Mathur FedML 161 2 0 08 Nov 2022
A Utility-Preserving Obfuscation Approach for YouTube Recommendations Jiang Zhang Hadi Askari Konstantinos Psounis Zubair Shafiq 64 5 0 14 Oct 2022
Blinder: End-to-end Privacy Protection in Sensing Systems via Personalized Federated Learning Xin Yang Omid Ardakanian 44 3 0 24 Sep 2022
Selective manipulation of disentangled representations for privacy-aware facial image processing Sander De Coninck Wei-Cheng Wang Sam Leroux Pieter Simoens PICV 33 2 0 26 Aug 2022
A óne-size-fits-most' walking recognition method for smartphones, smartwatches, and wearable accelerometers Marcin Straczkiewicz Emily J. Huang J. Onnela 48 20 0 15 Jul 2022
Privacy Preserving Release of Mobile Sensor Data Rahat Masood Wing Yan Cheng Dinusha Vatsalan Deepak Mishra Hassan Jameel Asghar M. Kâafar 46 0 0 13 May 2022
Euler State Networks: Non-dissipative Reservoir Computing Claudio Gallicchio 45 2 0 17 Mar 2022
Trusted AI in Multi-agent Systems: An Overview of Privacy and Security for Distributed Learning Chuan Ma Jun Li Kang Wei Bo Liu Ming Ding Long Yuan Zhu Han H. Vincent Poor 100 48 0 18 Feb 2022
Learning Mixtures of Linear Dynamical Systems Yanxi Chen H. Vincent Poor 113 17 0 26 Jan 2022
Anonymization for Skeleton Action Recognition Saemi Moon Myeonghyeon Kim Zhenyue Qin Yang Liu Dongwoo Kim PICV 60 9 0 30 Nov 2021
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 78 316 0 31 Oct 2021
Reliable and Trustworthy Machine Learning for Health Using Dataset Shift Detection Chunjong Park Anas Awadalla Tadayoshi Kohno Shwetak N. Patel OOD 65 30 0 26 Oct 2021
Privacy Assessment of Federated Learning using Private Personalized Layers T. Jourdan A. Boutet Carole Frindel FedML 70 7 0 15 Jun 2021
Self-Supervised WiFi-Based Activity Recognition Hok-Shing Lau Ryan McConville M. J. Bocus Robert Piechocki Raúl Santos-Rodríguez SSL 41 13 0 19 Apr 2021
Socially Responsible AI Algorithms: Issues, Purposes, and Challenges Lu Cheng Kush R. Varshney Huan Liu FaML 154 152 0 01 Jan 2021
Anonymizing Sensor Data on the Edge: A Representation Learning and Transformation Approach Omid Hajihassani Omid Ardakanian Hamzeh Khazaei 24 9 0 16 Nov 2020
Paralinguistic Privacy Protection at the Edge Ranya Aloufi Hamed Haddadi David E. Boyle 51 14 0 04 Nov 2020
DANA: Dimension-Adaptive Neural Architecture for Multivariate Sensor Data Mohammad Malekzadeh R. Clegg Andrea Cavallaro Hamed Haddadi AI4TS 34 3 0 05 Aug 2020
Privacy-preserving Voice Analysis via Disentangled Representations Ranya Aloufi Hamed Haddadi David E. Boyle DRL 116 58 0 29 Jul 2020
Privacy in Deep Learning: A Survey Fatemehsadat Mirshghallah Mohammadkazem Taram Praneeth Vepakomma Abhishek Singh Ramesh Raskar H. Esmaeilzadeh FedML 116 139 0 25 Apr 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 73 28 0 23 Mar 2020
Geometric Fusion via Joint Delay Embeddings Elchanan Solomon Paul Bendich AI4TS 12 1 0 25 Feb 2020