Data Minimization for GDPR Compliance in Machine Learning Models

Data Minimization for GDPR Compliance in Machine Learning Models

6 August 2020

Abigail Goldsteen

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Papers citing "Data Minimization for GDPR Compliance in Machine Learning Models"

17 / 17 papers shown

Title
Engineering the Law-Machine Learning Translation Problem: Developing Legally Aligned Models Mathias Hanson Gregory Lewkowicz Sam Verboven AILaw ELM 141 1 0 23 Apr 2025
The trade-off between data minimization and fairness in collaborative filtering Nasim Sonboli Sipei Li Mehdi Elahi Asia Biega FaML 22 0 0 21 Sep 2024
The Data Minimization Principle in Machine Learning Prakhar Ganesh Cuong Tran Reza Shokri Ferdinando Fioretto 66 5 0 29 May 2024
From Principle to Practice: Vertical Data Minimization for Machine Learning Robin Staab Nikola Jovanović Mislav Balunović Martin Vechev 76 7 0 17 Nov 2023
On Responsible Machine Learning Datasets with Fairness, Privacy, and Regulatory Norms S. Mittal K. Thakral Richa Singh Mayank Vatsa Tamar Glaser Cristian Canton Ferrer Tal Hassner FaML 62 3 0 24 Oct 2023
In-Context Unlearning: Language Models as Few Shot Unlearners Martin Pawelczyk Seth Neel Himabindu Lakkaraju MU 118 132 0 11 Oct 2023
Towards Sybil Resilience in Decentralized Learning Thomas Werthenbach J. Pouwelse AAML 47 2 0 26 Jun 2023
Vehicle Detection and Classification without Residual Calculation: Accelerating HEVC Image Decoding with Random Perturbation Injection M. S. Beratoğlu B. U. Toreyin 25 2 0 14 May 2023
Exploring the Landscape of Machine Unlearning: A Comprehensive Survey and Taxonomy T. Shaik Xiaohui Tao Haoran Xie Lin Li Xiaofeng Zhu Qingyuan Li MU 97 30 0 10 May 2023
MLOps Spanning Whole Machine Learning Life Cycle: A Survey Fang Zhengxin Yuan Yi Zhang Jingyu Liu Yue Mu Yuechen ... Xu Xiwei Wang Jeff Wang Chen Zhang Shuai Chen Shiping 49 4 0 13 Apr 2023
Scamming the Scammers: Using ChatGPT to Reply Mails for Wasting Time and Resources E. Cambiaso L. Caviglione 39 24 0 10 Feb 2023
Federated Learning for 5G Base Station Traffic Forecasting V. Perifanis Nikolaos Pavlidis R. Koutsiamanis P. Efraimidis AI4TS 84 45 0 28 Nov 2022
I Prefer not to Say: Protecting User Consent in Models with Optional Personal Data Tobias Leemann Martin Pawelczyk Christian Thomas Eberle Gjergji Kasneci 49 1 0 25 Oct 2022
Anonymous Bandits for Multi-User Systems Hossein Esfandiari Vahab Mirrokni Jon Schneider PICV 51 1 0 21 Oct 2022
MaSS: Multi-attribute Selective Suppression Chun-Fu Chen Shaohan Hu Zhong-Zhi Shi Prateek Gulati Bill Moriarty Marco Pistoia Vincenzo Piuri P. Samarati CVBM 50 4 0 18 Oct 2022
On the Trade-Off between Actionable Explanations and the Right to be Forgotten Martin Pawelczyk Tobias Leemann Asia J. Biega Gjergji Kasneci FaML MU 106 23 0 30 Aug 2022
Learning to Limit Data Collection via Scaling Laws: A Computational Interpretation for the Legal Principle of Data Minimization Divya Shanmugam Samira Shabanian Fernando Diaz Michèle Finck Joanna Biega 67 22 0 16 Jul 2021