SoK: Differential privacies

Shortly after it was first introduced in 2006, differential privacy became the flagship data privacy definition. Since then, numerous variants and extensions were proposed to adapt it to different scenarios and attacker models. In this work, we propose a systematic taxonomy of these variants and extensions. We list all data privacy definitions based on differential privacy, and partition them into seven categories, depending on which aspect of the original definition is modified.These categories act like dimensions: variants from the same category cannot be combined, but variants from different categories can be combined to form new definitions. We also establish a partial ordering of relative strength between these notions by summarizing existing results. Furthermore, we list which of these definitions satisfy some desirable properties, like composition, postprocessing, and convexity by either providing a novel proof or collecting existing ones.

The Structure of Search Engine Law

93 Iowa Law Review 1 (2007)Search engines are the new linchpins of the Internet, and a new body of law - search engine law - will increasingly determine the shape of the Internet. Making sensible search policy requires a clear understanding of how search works, what interests are at stake, and what legal questions intersect at search. This article offers the first comprehensive overview of search engine law, which it organizes into a systematic taxonomy. It then demonstrates the dense legal interrelationships created by search by discussing a series of important themes in search engine law, each of which cuts across many doctrinal areas.