Check for Data Reconstruction Attack Against Principal Component Analysis
1 Introduction It is well known that Machine Learning (ML) models can memorize the training
data [5, 6]. The more the accuracy of the ML models, the more is their ability This study was …
data [5, 6]. The more the accuracy of the ML models, the more is their ability This study was …
The Impact of Synthetic Data on Membership Inference Attacks
MSN Khan, S Buchegger - … Symposium on Security and Privacy in Social …, 2023 - Springer
Privacy of machine learning on Big Data has become a prominent issue in recent years due
to the increased availability and usage of sensitive personal data to train the models …
to the increased availability and usage of sensitive personal data to train the models …
Towards Privacy Preserving Intelligent Systems
MSN Khan - 2023 - diva-portal.org
Intelligent systems, ie, digital systems containing smart devices that can gather, analyze, and
act in response to the data they collect from their surrounding environment, have progressed …
act in response to the data they collect from their surrounding environment, have progressed …