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Privacy Preserving DB Systems

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Ashraf Bashir
Ashraf Bashir

Privacy Perserving DataBases, how they are managed, built and secured. with an introduction to main methods of Anonymization techniques, PPDB data mining, P3P and Hippocratic DBs.

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Privacy-Preserving Database Systems Presented By: Ashraf Bashir
Agenda ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Privacy ,[object Object],[object Object]
Data Privacy ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Anonymization Techniques ,[object Object],[object Object]
Data Privacy (cont’d) ,[object Object]
Data Privacy (cont’d) ,[object Object],[object Object]
Data Privacy (cont’d) ,[object Object],[object Object],[object Object]
Privacy-Preserving Data Mining ,[object Object],[object Object]
Privacy-Preserving Data Mining (cont’d) ,[object Object],[object Object],[object Object],[object Object]
P3P [5] ,[object Object],[object Object]
P3P (cont’d) ,[object Object],[object Object],[object Object],[object Object]
P3P (cont’d)
P3P (cont’d)
P3P (cont’d)
P3P (cont’d)
P3P (cont’d)
P3P (cont’d)
P3P (cont’d)
P3P (cont’d) Is the scenario acceptable as privacy ?
P3P (cont’d)
P3P (cont’d) Reasonable questions: 1- is passing data through safe zone reasonable ? 2- Does the user need to accept the policy manually ?
P3P (cont’d)
P3P (cont’d)
P3P (cont’d) ,[object Object]
P3P (cont’d) ,[object Object],APPEL stands for: A P3P Preference Exchange Language 1. Block when …. 2. HTTP request-related information are … 3. delivered to other parties, i.e when the P3P policy tag is set to public or delivery or unrelated .
P3P (cont’d) ,[object Object]
P3P (cont’d) ,[object Object],If the user asks for what information the content provider has stored, access will be granted HTTP log files (called dynamic misc-data) are stored, just for data about the computer Human readable version Nobody else gets access to these data There is no limit in storing data Purpose is always required when querying for data
Hippocratic Databases ,[object Object],[object Object],[object Object]
Hippocratic DBs ten principles [2] ,[object Object],[object Object],[object Object]
Hippocratic DBs ten principles (cont’d) ,[object Object],[object Object],[object Object]
Hippocratic DBs ten principles (cont’d) ,[object Object],[object Object],[object Object],[object Object]
Hippocratic Databases (cont’d) ,[object Object],[object Object],[object Object]
Hippocratic Databases (cont’d) ,[object Object]
Hippocratic Databases (cont’d)
Hippocratic Databases (cont’d)
References ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Questions ?

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