Efficient Defenses Against Output Poisoning Attacks on Local Differential Privacy
Local differential privacy (LDP) is a promising technique to realize privacy-preserving data
aggregation without a trusted aggregator. Normally, an LDP protocol requires each user to …
aggregation without a trusted aggregator. Normally, an LDP protocol requires each user to …
[HTML][HTML] Robust Estimation Method against Poisoning Attacks for Key-Value Data with Local Differential Privacy
Local differential privacy (LDP) protects user information from potential threats by
randomizing data on individual devices before transmission to untrusted collectors. This …
randomizing data on individual devices before transmission to untrusted collectors. This …