anonymization

Coreference resolution would potentially allow Presidio to link named entities to a specific person. For example, in the sentence "Paul used to live in Argentina, he now lives in Uruguay", the words "Paul" and "he" refer to the same person, which would allow to then relate "Uruguay" to Paul.

One simple way to integrate this capability into Presidio is by extending Presidio's decision process wi

Currently each Observer support state management.

Obsei store state in any of sqlalchemy supported database on schema mentioned in WorkflowTable class.

There is example also exist to show it's capability.

State m

There will be different options we can do in here:

• Trucation
• Geo IP to country
• Hashing

References:

• https://security.stackexchange.com/questions/18123/how-to-make-database-of-ip-addresses-anonymous/18178#18178
• https://tools.ietf.org/html/rfc6235
• https://github.com/oschwald/geoip2-golang

The following 3 attribute options (Month, Year, Days) are proposed.

1. StudyMonth: (example, 2012 February) 201202. A for loop of 31.
2. StudyYear: (example, 2013). 2013. A for loop of 31 * 12.
   The above 2 just assumes 31 days for all the months for simplicity. A C-FIND for 20120231 will return nothing. This is a quick and dirty approach. We should probably convert to date and handle better, e

Currently we support replacing usernames, emails, etc. I would like to expose the other data types the faker library supports as well.

The social feature indexes are not computed correctly, leading to a 100% accuracy of the attack (the feature gets one hot encoded and then one column can be used to definitively infer the second column). This should be fixed to use a slice (21,22) as the attacked feature.