research
∙
02/10/2021
Node-Level Membership Inference Attacks Against Graph Neural Networks
Many real-world data comes in the form of graphs, such as social network...
share
research
∙
02/08/2021
Quantifying and Mitigating Privacy Risks of Contrastive Learning
Data is the key factor to drive the development of machine learning (ML)...
research
∙
02/04/2021
ML-Doctor: Holistic Risk Assessment of Inference Attacks Against Machine Learning Models
Inference attacks against Machine Learning (ML) models allow adversaries...
research
∙
05/05/2020
Stealing Links from Graph Neural Networks
Graph data, such as social networks and chemical networks, contains a we...
research
∙
12/03/2019