Privacy Inference Attacks and Defenses in Cloud Deep Neural Networks: A Survey
Privacy Inference Attacks and Defenses in Cloud-based Deep Neural Network: A Survey
AI summary
A survey systematically reviews privacy inference attacks and defenses on cloud deep neural network services in the data manipulation, training, and prediction stages, and distills a "cloud machine learning privacy game" theory from recent literature to understand existing research. It also discusses related challenges and future work to advance privacy attack and defense research.