Similar block detection-based detection of a ransomware attack
An illustrative method includes maintaining, by a data protection system, a metric associated with a similar block detection process performed by a storage system with respect to data processed by the storage system, the metric representative of a measure of similar blocks in the data as detected by the similar block detection process; determining, by the data protection system, that the metric changes by more than a threshold amount; and determining, by the data protection system based on the determining that the metric changes by more than the threshold amount, that the data processed by the storage system is possibly being targeted by a security threat.
1. A method comprising:
maintaining, by a data protection system, a metric associated with a similar block detection process performed by a storage system with respect to data processed by the storage system, the metric representative of a measure of similar blocks in the data as detected by the similar block detection process;
determining, by the data protection system, that the metric changes by more than a threshold amount;
determining, by the data protection system based on the determining that the metric changes by more than the threshold amount, that the data processed by the storage system is possibly being targeted by a security threat;
directing, by the data protection system, the storage system to generate recovery datasets over time in accordance with a data protection parameter set, the recovery datasets usable to restore data maintained by the storage system to a state corresponding to a selectable point in time, the data protection parameter set specifying a retention duration for the recovery datasets, the retention duration defining a duration that each recovery dataset is saved before being deleted; and
performing, by the data protection system in response to the determination that the data processed by the storage system is possibly being targeted by the security threat, a remedial action with respect to the storage system, the performing the remedial action comprising one or more of increasing a retention duration for one or more of the recovery datasets or suspending the retention duration so that at least some of the recovery datasets are not deleted without a specific instruction provided by a source that manages the storage system.
2. The method of claim 1 , wherein the determining that the metric changes by more than the threshold amount comprises:
determining a first value for the metric, the first value associated with a first time period having a particular characteristic;
determining a second value for the metric, the second value associated with a second time period having the particular characteristic; and
determining that a difference between the first value and the second value is greater than the threshold amount.
3. The method of claim 2 , wherein the particular characteristic is representative of at least one of a particular day of the week, a particular time period during a day, or a time duration.
4. The method of claim 1 , further comprising setting, by the data protection system, the threshold amount based on one or more attributes associated with the data.
5. The method of claim 1 , wherein the performing the remedial action comprises directing the storage system to generate a recovery dataset for data stored by the storage system.
6. The method of claim 1 , wherein the performing the remedial action further comprises directing, in response to the determining that the storage system is possibly being targeted by the security threat, the storage system to use one or more of the recovery datasets to restore the data maintained by the storage system to a state that corresponds to a point in time that precedes a point in time at which the data protection system determines that the data processed by the storage system is possibly being targeted by the security threat.
7. The method of claim 1 , wherein the performing the remedial action further comprises providing a notification of the security threat.
8. The method of claim 1 , further comprising:
determining, by the data protection system, that the metric changes by more than an additional threshold amount that is greater than the threshold amount; and
performing, by the data protection system based on the determining that the metric changes by more than the additional threshold amount, an additional remedial action with respect to the storage system.
9. The method of claim 1 , wherein the determining that the metric changes by more than the threshold amount comprises determining that the metric differs by more than a threshold amount from a baseline metric associated with a different dataset.
10. A system comprising:
a memory storing instructions; and
one or more processors communicatively coupled to the memory and configured to execute the instructions to perform a process comprising:
maintaining a metric associated with a similar block detection process performed by a storage system with respect to data processed by the storage system, the metric representative of a measure of similar blocks in the data as detected by the similar block detection process;
determining that the metric changes by more than a threshold amount;
determining, based on the determining that the metric changes by more than the threshold amount, that the data processed by the storage system is possibly being targeted by a security threat;
directing the storage system to generate recovery datasets over time in accordance with a data protection parameter set, the recovery datasets usable to restore data maintained by the storage system to a state corresponding to a selectable point in time, the data protection parameter set specifying a retention duration for the recovery datasets, the retention duration defining a duration that each recovery dataset is saved before being deleted; and
performing, in response to the determination that the data processed by the storage system is possibly being targeted by the security threat, a remedial action with respect to the storage system, the performing the remedial action comprising one or more of increasing a retention duration for one or more of the recovery datasets or suspending the retention duration so that at least some of the recovery datasets are not deleted without a specific instruction provided by a source that manages the storage system.
11. The system of claim 10 , wherein the determining that the metric changes by more than the threshold amount comprises:
determining a first value for the metric, the first value associated with a first time period having a particular characteristic;
determining a second value for the metric, the second value associated with a second time period having the particular characteristic; and
determining that a difference between the first value and the second value is greater than the threshold amount.
12. The system of claim 11 , wherein the particular characteristic is representative of at least one of a particular day of the week, a particular time period during a day, or a time duration.
13. The system of claim 10 , wherein the process further comprises setting the threshold amount based on one or more attributes associated with the data.
14. The system of claim 10 , wherein the determining that the metric changes by more than the threshold amount comprises determining that the metric differs by more than a threshold amount from a baseline metric associated with a different dataset.
15. A non-transitory computer-readable medium storing instructions that, when executed, direct a processor of a computing device to perform a process comprising:
maintaining a metric associated with a similar block detection process performed by a storage system with respect to data processed by the storage system, the metric representative of a measure of similar blocks in the data as detected by the similar block detection process;
determining that the metric changes by more than a threshold amount;
determining, based on the determining that the metric changes by more than the threshold amount, that the data processed by the storage system is possibly being targeted by a security threat;
directing the storage system to generate recovery datasets over time in accordance with a data protection parameter set, the recovery datasets usable to restore data maintained by the storage system to a state corresponding to a selectable point in time, the data protection parameter set specifying a retention duration for the recovery datasets, the retention duration defining a duration that each recovery dataset is saved before being deleted; and
performing, in response to the determination that the data processed by the storage system is possibly being targeted by the security threat, a remedial action with respect to the storage system, the performing the remedial action comprising one or more of increasing a retention duration for one or more of the recovery datasets or suspending the retention duration so that at least some of the recovery datasets are not deleted without a specific instruction provided by a source that manages the storage system.
16. The non-transitory computer-readable medium of claim 15 , wherein the determining that the metric changes by more than the threshold amount comprises:
determining a first value for the metric, the first value associated with a first time period having a particular characteristic;
determining a second value for the metric, the second value associated with a second time period having the particular characteristic; and
determining that a difference between the first value and the second value is greater than the threshold amount.