Method and apparatus for privacy audit support via provenance-aware systems
View Patent ↗Example embodiments of the present invention relate to a method, an apparatus, and a computer program product for privacy audit support via provenance-aware systems. The method includes associating a first identifier with a first data object and associating a second identifier with a second data object derived from the first data object according to a control object. Metadata for the second data object identifying the first data object and identifying the control object then may be stored.
1. A computer-implemented method comprising:
associating a first identifier with a first data object in an object addressable storage (OAS) datastore, wherein the first data object includes consumer data;
associating a second identifier with a second data object in the OAS datastore, the second data object derived from the first data object according to a control object in the OAS datastore, wherein the second data object is an anonymized data object, and the control object is a terms of use object;
storing metadata in the OAS datastore for the second data object, wherein the metadata includes one or more content addresses for identifying the first data object and identifying the control object according to which the second data object was derived from the first data object;
creating a lineage map based on the stored metadata;
wherein the second data object is derived from the first data object by a translator object; and further comprising:
storing metadata for the second data object identifying the translator object.
2. The method of claim 1 further comprising storing metadata for one or more of the control object and the translator object identifying one or more of the first data object and the second data object.
3. The method of claim 1 further comprising, for a plurality of second data objects, performing data analytics on the plurality of second data objects.
4. The method of claim 1 further comprising auditing compliance of the second data object with a control object identified in metadata for the second data object.
5. A method comprising:
receiving metadata from an object addressable storage (OAS) datastore for a second data object, the second data object having an associated first data object, wherein the data objects are stored in the OAS datastore as pairs according to respective control objects according to which each derived data object is derived from its respective first data object, wherein the first data object includes consumer data, and wherein the second data object is an anonymized data object, and the control object is a terms of use object;
determining whether the second data object was derived from the first data object according to the control object; and
auditing compliance of the first data object, the second data object, and the control object to determine a lineage of the second data object as being derived from the first data object according to the control object;
wherein auditing compliance of the first data object, the second data object, and the control object to determine a lineage of the second data object as being derived according to the control object from the first data object comprises:
iterating over a plurality of second data objects, wherein the first data object determined in a previous iteration is used as the second data object in a subsequent iteration; and
building a map of respective first data object and second data object pairs.
6. The method of claim 5 wherein auditing compliance of the first data object, the second data object, and the control object associated with the second data object to determine a lineage of the second data object as being derived according to the control object from the first data object further comprises auditing the control object according to the first data object and the second data object.
7. The method of claim 5 :
wherein the second data object has an associated translator object; and
wherein auditing compliance of the first data object, the second data object, and the control object to determine a lineage of the second data object as being derived according to the control object from the first data object associated with the second data object further comprises auditing the translator object according to the first data object and the second data object.
8. A system comprising:
an OAS datastore;
one or more processors; and
memory storing computer executable code that when executed on the one or more processors performs the operations of:
associating a first identifier with a first data object in the OAS datastore, wherein the first data object includes consumer data;
associating a second identifier with a second data object in the OAS datastore, the second data object derived from the first data object according to a control object in the OAS datastore, wherein the second data object is an anonymized data object, and the control object is a terms of use object;
storing metadata in the OAS datastore for the second data object, wherein the metadata includes one or more content addresses for identifying the first data object and identifying the control object according to which the second data object was derived from the first data object; and
creating a lineage map based on the stored metadata;
wherein the second data object is derived from the first data object by a translator object; and
wherein the memory further stores computer executable code that when executed on the one or more processors performs the operation of storing metadata for the second data object identifying the translator object.
9. The system of claim 8 wherein the memory further stores computer executable code that when executed on the one or more processors performs the operation of storing metadata for one or more of the control object and the translator object identifying one or more of the first data object and the second data object.
10. The system of claim 8 wherein the memory further stores computer executable code that when executed on the one or more processors performs, for a plurality of second data objects, data analytics on the plurality of second data objects.
11. The system of claim 8 wherein the memory further stores computer executable code that when executed on the one or more processors performs the operation of auditing compliance of the second data object with a control object identified in metadata for the second data object.
12. A system comprising:
an object addressable storage (OAS) datastore;
one or more processors; and
memory storing computer executable code that when executed on the one or more processors performs the operations of:
receiving metadata from the OAS datastore for a second data object, the second data object having an associated first data object, wherein the data objects are stored in the OAS datastore as pairs according to respective control objects according to which the derived data object is derived from its respective first data object, wherein the first data object includes consumer data, and wherein the second data object is an anonymized data object, and the control object is a terms of use object;
determining whether the second data object was derived from the first data object according to the control object; and
auditing compliance of the first data object, the second data object, and the control object to determine a lineage of the second data object as being derived from the first data object according to the control object;
wherein auditing compliance of the first data object, the second data object, and the control object to determine a lineage of the second data object as being derived according to the control object from the first data object comprises:
iterating over a plurality of second data objects, wherein the first data object determined in a previous iteration is used as the second data object in a subsequent iteration; and
building a map of respective first data object and second data object pairs.
13. The system of claim 12 wherein auditing compliance of the first data object, the second data object, and the control object associated with the second data object to determine a lineage of the second data object as being derived according to the control object from the first data object further comprises auditing the control object according to the first data object and the second data object.
14. The system of claim 12 :
wherein the second data object has an associated translator object; and
wherein auditing compliance of the first data object, the second data object, and the control object to determine a lineage of the second data object as being derived according to the control object from the first data object associated with the second data object further comprises auditing the translator object according to the first data object and the second data object.
15. A non-transitory computer readable storage medium including computer program code stored thereon that, when executed on a processor of a computer, causes the computer to provide privacy audit support, the computer program product comprising:
computer program code for associating a first identifier with a first data object in an object addressable storage (OAS) datastore, wherein the first data object includes consumer data;
computer program code for associating a second identifier with a second data object in the OAS datastore, the second data object derived from the first data object according to a control object in the OAS datastore, wherein the second data object is an anonymized data object, and the control object is a terms of use object;
computer program code for storing metadata in the OAS datastore for the second data object, wherein the metadata include one or more content addresses for identifying the first data object and identifying the control object according to which the second data object was derived from the first data object;
computer program code for creating a lineage map based on the stored metadata;
wherein the second data object is derived from the first data object by a translator object; and further comprising:
computer program code for storing metadata for the second data object identifying the translator object.
16. The non-transitory computer readable storage medium of claim 15 further comprising computer program code for storing metadata for one or more of the control object and the translator object identifying one or more of the first data object and the second data object.
17. The non-transitory computer readable storage medium of claim 15 further comprising computer program code for auditing compliance of the second data object with a control object identified in metadata for the second data object.
18. A non-transitory computer readable storage medium including computer program code stored thereon that, when executed on a processor of a computer, causes the computer to provide privacy audit support, the computer program product comprising:
computer program code for determining whether a second data object in an object addressable storage (OAS) datastore, having an associated first data object in the OAS datastore and an associated control object in the OAS datastore, was derived from the first data object according to the control object, and first data object stored in the OAS datastore, wherein the first data object includes consumer data, and wherein the second data object is an anonymized data object, and the control object includes a terms of use object;
computer program code for auditing compliance of the first data object, the second data object, and the control object to determine a lineage of the second data object as being derived from the first data object according to the control object;
computer program code for iterating over a plurality of second data objects, wherein the first data object determined in a previous iteration is used as the second data object in a subsequent iteration; and
computer program code for building a map of respective first data object and second data object pairs.
19. The non-transitory computer readable storage medium of claim 18 wherein auditing compliance of the first data object, the second data object, and the control object associated with the second data object to determine a lineage of the second data object as being derived according to the control object from the first data object comprises auditing the control object according to the first data object and the second data object.
20. The non-transitory computer readable storage medium of claim 18 :
wherein the second data object has an associated translator object; and
wherein auditing compliance of the first data object, the second data object, and the control object to determine a lineage of the second data object as being derived according to the control object from the first data object associated with the second data object comprises auditing the translator object according to the first data object and the second data object.