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發表於 2024-2-25 18:28:36 | 只看該作者 回帖獎勵 |倒序瀏覽 |閱讀模式
The same if you visit a fashion e-commerce, it should not be necessary to store information about whether the user reads content linked to hair loss. The perceived problem with this is that FLoC does not separate contexts and presents the same summary of behavior for everyone it interacts with. On the other hand, there is the question of how the cohorts will be formed, how many there will be and how many members they will be composed of. s each user visited as a basis for grouping people and then applied an algorithm called SimHash to create the groups.

SimHash can be computed locally on each user's machine, so there is no need for a central server to collect behavioral data. However, a central administrator should have the role of enforcing those privacy guarantees. In turn, to preve Cameroon Phone Number List nt any cohort from being too small, Google proposes that the number of users assigned to each cohort can be counted. If one is too small, it can be combined with similar ones until there are enough users represented in each one. Regarding the number of cohorts, the document released by Google states that a user's cohort ID will be available through Javascript, but does not explain whether there will be restrictions on who can access it, or if the ID will be shared in another way. .


It is believed that FLoC could perform clustering based on URLs or page content instead of domains. You could also use a federated learning based system (as the name implies) to generate the clusters instead of SimHash. In any case, nothing explains how many cohorts there may be. Google's experiment used -bit cohort identifiers, meaning there would only be possible. Of course, in practice that number could be much higher, but the documentation suggests a -bit cohort ID, comprising hexadecimal characters. And of course, the more cohorts there are, the more specific they will be.

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