Litcius/Paper detail

High-accuracy low-cost privacy-preserving federated learning in IoT systems via adaptive perturbation

Tian Liu, Xueyang Hu, Hairuo Xu, Tao Shu, Diep N. Nguyen

2022Journal of Information Security and Applications12 citationsDOI

Topics & Concepts

Differential privacyComputer scienceConvergence (economics)Rate of convergenceNoise (video)AlgorithmOverhead (engineering)Artificial intelligenceKey (lock)Computer securityEconomicsImage (mathematics)Operating systemEconomic growthPrivacy-Preserving Technologies in DataStochastic Gradient Optimization TechniquesCryptography and Data Security
High-accuracy low-cost privacy-preserving federated learning in IoT systems via adaptive perturbation | Litcius