MLPKV: A Local Differential Multi-Layer Private Key-Value Data Collection Scheme for Edge Computing Environments
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Transactions on Information Forensics and Security"
DOI: 10.1109/tifs.2023.3256124
Abstract: The existing solutions related to local differential privacy (LDP) in multi-layer networks for edge computing scenarios present several limitations in both key-value data heavy hitter identification and related frequency and mean estimation tasks. First, existing… read more here.
Keywords: value data; multi layer; local differential; edge computing ... See more keywords
Can the Collateral Value of a Data Asset Be Increased by Insurance?
Sign Up to like & getrecommendations! Published in 2025 at "Mathematics"
DOI: 10.3390/math13223596
Abstract: As an emerging production factor, data assets are gaining strategic prominence, yet their application in collateralized financing faces persistent challenges, including illiquidity and risk evaluation complexities. This study introduces an innovative Pmax model to enhance… read more here.
Keywords: value; data assets; asset; collateral value ... See more keywords