Machine learning and deep learning models for privacy management and data analysis in smart cites
T Bhowmik, A Bhadwaj, A Kumar… - Recent Advances in …, 2022 - Springer
The smart city is a philosophy, that is established to manage the growing population, fulfil all
the basic daily requirements of the citizens, maintain a green and healthy environment …
the basic daily requirements of the citizens, maintain a green and healthy environment …
Advances in Differential Privacy and Differentially Private Machine Learning
There has been an explosion of research on differential privacy (DP) and its various
applications in recent years, ranging from novel variants and accounting techniques in …
applications in recent years, ranging from novel variants and accounting techniques in …
Privacy Preserving Data Analysis with the Encode, Shuffle, Analyse Architecture in Vehicular Data Sharing
S Löbner, C Gartner, F Tronnier - Proceedings of the 2023 European …, 2023 - dl.acm.org
In recent years, vehicles have become smarter, with more data being collected and
analyzed. With further digitalisation, the importance of data within and around vehicles is …
analyzed. With further digitalisation, the importance of data within and around vehicles is …
Learning with differential privacy
The leakage of data might have an extreme effect on the personal level if it contains
sensitive information. Common prevention methods like encryption-decryption, endpoint …
sensitive information. Common prevention methods like encryption-decryption, endpoint …
BUDS+: Better Privacy with Converger and Noisy Shuffling
Advancements in machine learning and data science deal with the collection of a
tremendous amount of data for research and analysis, following which there is a growing …
tremendous amount of data for research and analysis, following which there is a growing …
Fairly Private Through Group Tagging and Relation Impact
P Sengupta, S Mishra - Modeling Decisions for Artificial Intelligence: 18th …, 2021 - Springer
Privacy and Fairness both are very important nowadays. For most of the cases in the online
service providing system, users have to share their personal information with the …
service providing system, users have to share their personal information with the …