System, method, and computer program product for controlling access to online actions
Provided are computer-implemented methods that may include receiving, via a communication network, a request to perform an online action from a user device; retrieving data associated with a number of times the user device performed the online action within at least one time interval; determining whether a dataset associated with a number of times a plurality of user devices have performed the online action within the at least one time interval is normally distributed; and determining a standard deviation associated with the number of times the user device performed the online action within the at least one time interval in response to determining that the dataset is normally distributed, and performing a control operation associated with the request to conduct the online action based on a threshold of standard deviation. Systems and computer program products are also provided.
1. A computer-implemented method, comprising:
receiving, with at least one processor and via a communication network, a request to perform an online action, wherein the online action comprises at least one of:
an online action associated with a user login process;
an online action associated with a forgotten password process;
an online action associated with a purchase transaction; or
an online action associated with an addition of user information to a user account;
retrieving, with at least one processor, data associated with a number of times the online action has been performed within at least one time interval;
determining, with at least one processor, a standard deviation associated with the number of times the online action has been performed within the at least one time interval;
calculating, with at least one processor, at least one value associated with the number of times the online action has been performed within the at least one time interval;
calculating at least one value of a median of the number of times the online action has been performed within the at least one time interval,
wherein calculating the at least one value associated with the number of times the online action has been performed the online action within the at least one time interval comprises:
calculating the at least one value of a percentile associated with the number of times the online action has been performed within the at least one time interval based on the at least one value of the median of the number of times the online action has been performed within the at least one time interval; and
performing, with at least one processor, a control operation associated with the request to conduct the online action based on a threshold of standard deviation and the at least one value associated with the number of times the online action has been performed within the at least one time interval.
2. The computer-implemented method of claim 1 , wherein the threshold of standard deviation comprises a value of standard deviation, and wherein the value of standard deviation is based on a measure of an amount of variation of a number of times that a plurality of user devices each performed the online action during a prior time interval.
3. The computer-implemented method of claim 1 , wherein the request comprises at least one identity attribute associated with a user device and an identification attribute associated with the online action, and
wherein retrieving the data associated with the number of times the online action has been performed within the at least one time interval comprises:
retrieving the data associated with the number of times the online action has been performed within the at least one time interval based on the at least one identity attribute associated with the user device and the identification attribute associated with the online action.
4. The computer-implemented method of claim 1 , further comprising:
storing the at least one value of the number of times the online action has been performed within the at least one time interval within a data structure based on calculating the at least one value of the number of times the online action has been performed within the at least one time interval.
5. The computer-implemented method of claim 1 , further comprising:
determining whether a dataset associated with the number of times a plurality of user devices have performed the online action within the at least one time interval is normally distributed.
6. The computer-implemented method of claim 1 , wherein performing the control operation associated with the request to conduct the online action comprises:
performing the control operation associated with the request to conduct the online action based on determining the standard deviation is within a predetermined Gaussian range.
7. A system comprising:
at least one hardware processor programmed or configured to:
receive, via a communication network, a request to perform an online action, wherein the online
action comprises at least one of:
an online action associated with a user login process;
an online action associated with a forgotten password process;
an online action associated with a purchase transaction; or
an online action associated with an addition of user information to a user account;
retrieve data associated with a number of times the online action has been performed within at least one time interval;
determine a standard deviation associated with the number of times the online action has been performed within the at least one time interval;
calculate at least one value associated with the number of times the online action has been performed within the at least one time interval;
calculate at least one value of a median of the number of times the online action has been performed within the at least one time interval, wherein, when calculating the at least one value associated with the number of times the online action has been performed the online action within the at least one time interval, the at least one processor is programmed or configured to:
calculate the at least one value of a percentile associated with the number of times the online action has been performed within the at least one time interval based on the at least one value of the median of the number of times the online action has been performed within the at least one time interval; and
perform a control operation associated with the request to conduct the online action based on a threshold of standard deviation and the at least one value associated with the number of times the online action has been performed within the at least one time interval.
8. The system of claim 7 , wherein the threshold of standard deviation comprises a value of standard deviation, and wherein the value of standard deviation is based on a measure of an amount of variation of a number of times that a plurality of user devices each performed the online action during a prior time interval.
9. The system of claim 7 , wherein the request comprises at least one identity attribute associated with a user device and an identification attribute associated with the online action, and
wherein, when retrieving the data associated with the number of times the online action has been performed within the at least one time interval, the at least one hardware processor is programmed or configured to:
retrieve the data associated with the number of times the online action has been performed within the at least one time interval based on the at least one identity attribute associated with the user device and the identification attribute associated with the online action.
10. The system of claim 7 , wherein the at least one hardware processor is further programmed or configured to:
store the at least one value of the number of times the online action has been performed within the at least one time interval within a data structure based on calculating the at least one value of the number of times the online action has been performed within the at least one time interval.
11. The system of claim 7 , wherein the at least one hardware processor is further programmed or configured to:
determine whether a dataset associated with the number of times a plurality of user devices have performed the online action within the at least one time interval is normally distributed.
12. A computer program product comprising at least one non-transitory computer-readable medium including one or more instructions that, when executed by at least one hardware processor, cause the at least one hardware processor to:
receive, via a communication network, a request to perform an online action, wherein the online action comprises at least one of:
an online action associated with a user login process;
an online action associated with a forgotten password process;
an online action associated with a purchase transaction; or
an online action associated with an addition of user information to a user account;
retrieve data associated with a number of times the online action has been performed within at least one time interval;
determine a standard deviation associated with the number of times the online action has been performed within the at least one time interval;
calculate at least one value associated with the number of times the online action has been performed within the at least one time interval;
calculate at least one value of a median of the number of times the online action has been performed within the at least one time interval, wherein, the one or more instructions that cause the at least one processor to calculate the at least one value associated with the number of times the online action has been performed the online action within the at least one time interval, cause the at least one processor to:
calculate the at least one value of a percentile associated with the number of times the online action has been performed within the at least one time interval based on the at least one value of the median of the number of times the online action has been performed within the at least one time interval; and
perform a control operation associated with the request to conduct the online action based on a threshold of standard deviation and the at least one value associated with the number of times the online action has been performed within the at least one time interval.
13. The computer program product of claim 12 , wherein the one or more instructions that cause the at least one hardware processor to perform the control operation associated with the request to conduct the online action, cause the at least one hardware processor to:
perform the control operation associated with the request to conduct the online action based on determining the standard deviation is within a predetermined Gaussian range.
14. The computer program product of claim 12 , wherein the threshold of standard deviation comprises a value of standard deviation, and wherein the value of standard deviation is based on a measure of an amount of variation of a number of times that a plurality of user devices each performed the online action during a prior time interval.