Local

1857

Citations in the corpus

• Collecting and Analyzing Multidimensional Data with Local Differential Privacy (2019, background): “, [5], [18], [38]) for categorical data are designed for this purpose, albeit limited to a single categorical attribute.”
• Heavy Hitters and the Structure of Local Privacy (2017, methodology): “Specifically, building on a transformation of Bassily and Smith [4], we give a generic transformation from any non-interactive approximate-private local protocol into a pure-private local protocol with the same utility guarantees.”
• Is Interaction Necessary for Distributed Private Learning? (2017, methodology): “Send the server a binary tree T̂i with corresponding vectors v̂i(j) = R(vi(j)), where R(·) is the ε′-basic randomizer of Bassily and Smith [6] for all j ∈ [1, 2w].”
• Differentially Private Hierarchical Group Size Estimation (2018, background): “However, most of the heavy hitters work has been in the local privacy model, where each individual perturbs their data before sending them to the server [15, 6, 7, 20, 31].”
• A Taxonomy and Evaluation of Dense Two-Frame Stereo Correspondence Algorithms (2001, background): “While our study is currently restricted to two-frame methods , the initial DSI can easily incorporate information from more than two images by simply summing up the cost values for each matching image m, since the DSI is associated with a fixed reference image r (Equation (1)).”
• Collecting and Analyzing Data from Smart Device Users with Local Differential Privacy (2016, methodology): “Note that we can Algorithm 3: Bassily and Smith’s method [2]”
• Private spatial data aggregation in the local setting (2016, methodology): “Bassily and Smith [3] propose protocols to produce a succinct histogram of the input data under local differential privacy.”
• Private Heavy Hitters and Range Queries in the Shuffled Model (2019, background): “Most prior work [7, 6, 11] has focused on the case of computing heavy hitters when each user holds only a single element, i.”
• Hybrid index structures for location-based web search (2005, methodology): “Most commercial search engines, such as Google Local [5] and Yahoo!”
• Current status of polymeric gene delivery systems. (2006, background): “Repeated local interleukin-12 (IL-12) gene delivery in combination with the systemic administration of paclitaxel significantly inhibited tumor growth with improved immunogenicity [71,72].”