Malicious software detection
An amount of data change associated with a version of a content file with respect to one or more previous versions of the content file is determined. The amount of change associated with the version of the content file is determined using a tree data structure associated with the content file that is stored on a storage cluster. One or more statistics associated with backup snapshot are provided to a server. The server is configured to determine that the amount of data change associated with the version of the content file is anomalous based in part on the one or more statistics associated with the backup snapshot. A notification that data associated with the backup snapshot is potentially infected by malicious software is received from the server. The version of the content file is indicated as being potentially infected by malicious software.
1. A method, comprising:
determining an amount of deduplication associated with a backup snapshot;
in response to determining that the amount of deduplication associated with the backup snapshot is less than a deduplication threshold, determining a number of files associated with the backup snapshot that were added, deleted, and/or modified;
in response to determining that the number of files associated with the backup snapshot that were added, deleted, and/or modified is greater than a change threshold, determining an amount of entropy associated with changed data included in the backup snapshot, wherein the entropy associated with the changed data is a measure of randomness associated with a file;
in response to determining that the amount of entropy associated with changed data included in the backup snapshot is greater than an entropy threshold, determining that the backup snapshot is potentially infected with malicious software; and
providing to a primary system a notification that the backup snapshot includes data that is potentially infected with malicious software.
2. The method of claim 1 , wherein the notification includes a set of backup snapshots that are known to be clean backup snapshots.
3. The method of claim 2 , further comprising receiving a selection of one of the backup snapshots included in the set.
4. The method of claim 3 , further comprising restoring to the primary system the selected backup snapshot.
5. The method of claim 1 , wherein the amount of entropy associated with changed data included in the backup snapshot is inferred from an amount of compression associated with a file.
6. The method of claim 5 , wherein the amount of compression associated with the file is based on a sample of data chunks.
7. The method of claim 1 , wherein the amount of entropy associated with changed data included in the backup snapshot is inferred from pre compression or post compression statistics.
8. The method of claim 1 , wherein the amount of entropy associated with changed data included in the backup snapshot is inferred from pre deduplication or post deduplication statistics.
9. The method of claim 1 , wherein in the event the amount of deduplication associated with the backup snapshot is not less than the deduplication threshold, the backup snapshot is determined not to be potentially infected with malicious software.
10. The method of claim 1 , wherein in the event the number of files associated with the backup snapshot that were added, deleted, and modified is not greater than the change threshold, the backup snapshot is determined not to be potentially infected with malicious software.
11. The method of claim 1 , wherein in the event the amount of entropy associated with changed data included in the backup snapshot is not greater than the entropy threshold, the backup snapshot is determined not to be potentially infected with malicious software.
12. A computer program product, the computer program product being embodied in a non-transitory computer readable storage medium and comprising computer instructions for:
determining an amount of deduplication associated with a backup snapshot;
in response to determining that the amount of deduplication associated with the backup snapshot is less than a deduplication threshold, determining a number of files associated with the backup snapshot that were added, deleted, and/or modified;
in response to determining that the number of files associated with the backup snapshot that were added, deleted, and/or modified is greater than a change threshold, determining an amount of entropy associated with changed data included in the backup snapshot, wherein the entropy associated with the changed data is a measure of randomness associated with a file;
in response to determining that the amount of entropy associated with changed data included in the backup snapshot is greater than an entropy threshold, determining that the backup snapshot is potentially infected with malicious software; and
providing to a primary system a notification that the backup snapshot includes data that is potentially infected with malicious software.
13. The computer program product of claim 12 , wherein the notification includes a set of backup snapshots that are known to be clean backup snapshots.
14. The computer program product of claim 13 , further comprising computer instructions for receiving a selection of one of the backup snapshots included in the set.
15. The computer program product of claim 14 , further comprising computer instructions for restoring to the primary system the selected backup snapshot.
16. A system, comprising:
a processor configured to:
determine an amount of deduplication associated with a backup snapshot;
in response to determining that the amount of deduplication associated with the backup snapshot is less than a deduplication threshold, determine a number of files associated with the backup snapshot that were added, deleted, and/or modified;
in response to determining that the number of files associated with the backup snapshot that were added, deleted, and/or modified is greater than a change threshold, determine an amount of entropy associated with changed data included in the backup snapshot, wherein the entropy associated with the changed data is a measure of randomness associated with a file;
in response to determining that the amount of entropy associated with changed data included in the backup snapshot is greater than an entropy threshold, determine that the backup snapshot is potentially infected with malicious software; and
provide to a primary system a notification that the backup snapshot includes data that is potentially infected with malicious software; and
a memory coupled to the processor and configured to provide the processor with instructions.
17. The system of claim 16 , wherein the notification includes a set of backup snapshots that are known to be clean backup snapshots.
18. The system of claim 17 , wherein the processor is configured to receive a selection of one of the backup snapshots included in the set.
19. The system of claim 18 , wherein the processor is configured to restore to the primary system the selected backup snapshot.