In decentralized settings, the shuffle model of differential privacy has emerged as a
promising alternative to the classical local model. Analyzing privacy amplification via …

In decentralized settings, the shuffle model of differential privacy has emerged as a
promising alternative to the classical local model. Analyzing privacy amplification via …

The shuffle model of differential privacy provides promising privacy-utility balances in
decentralized, privacy-preserving data analysis. However, the current analyses of privacy …

In our increasingly digital world, safeguarding data privacy has become eminent, especially
in sensitive sectors like census [46], healthcare [67], and e-commerce [11]. As we gather …

The shuffle model of differential privacy provides promising privacy-utility balances in
decentralized, privacy-preserving data analysis. However, the current analyses of privacy …

In our increasingly digital world, safeguarding data privacy has become eminent, especially
in sensitive sectors like census [46], healthcare [67], and e-commerce [11]. As we gather …