The following are the key concepts and principles underlying the open algorithms paradigm: Moving the algorithm to the data: Instead of pulling raw data into a centralized location for processing, it is the algorithms that should be sent to the data repositories and be processed there. Raw data must never leave its repository: Raw data Read More
Continuing from the previous post (Part I of the Core Identity series), the goal of a Core Identity Issuer (CoreID Issuer) is to collate sufficient data – aggregate data and non-PII data — from members of a given Circle of Trust in order to create a Core Identity and Core Identifier for a given user (see Read More
One paradigm shift being championed by the MIT OPAL/Enigma community is that of using (sharing) algorithms that have been analyzed by experts and have been vetted to be “safe” from the perspective of privacy-preservation. The term “Open Algorithm” (OPAL) here implies that the vetted queries (“algorithms”) are made open by publishing them, allowing other experts to review Read More
