Determination device, determination method, and determination program
View Patent ↗A specifying device receives an input of time-series information indicating an operation form of a domain name up to a predetermined date and time in time series. Then, the specifying device specifies a pattern of a time-series change in operation form of a domain name on the basis of pattern information indicating patterns of time-series change in operation form of the domain name and time-series information of an input domain name. The specifying device specifies candidates for the operation form of the domain name since the predetermined date and time using a result of the specifying. Thereafter, the specifying device determines whether or not the domain name is a target of a re-determination as to whether or not the domain name is a malicious domain name on the basis of the specified candidates for the operation form of the domain name since the predetermined date and time.
1. A determination device comprising:
a processing circuitry configured to
receive an input of time-series information indicating an operation form of a domain name up to a predetermined date and time in time series;
specify whether a time-series change in the operation form of the domain name corresponds to any of patterns shown in pattern information based on the time-series information of the domain name and the pattern information indicating patterns of time-series changes in the operation form of the domain name, and specify candidates for the operation form of the domain name after the predetermined date and time based on a specified pattern corresponding to the time-series change in the operation form of the domain name;
determine a possibility that the operation form of the domain name will change to malicious use based on the specified candidates for the operation form of the domain name after the predetermined date and time, the operation form of a domain name includes whether or not the domain name is used maliciously and whether or not the domain name is used for domain parking;
continuously update, in real time, a blacklist to include the domain name when the domain name is determined to be used maliciously; and
perform at least one of web filtering or domain name filtering based on the blacklist after being updated to include the domain name that is determined to be used maliciously.
2. The determination device according to claim 1 ,
wherein the time-series information of the domain name further includes
information indicating a period in which the domain name is re-registered after the domain name expires,
the pattern information further includes
information indicating a pattern of the operation form of the domain name in a period before and after the re-registration of the domain name, and
the processing circuitry, to specify whether the time-series change in operation form of the domain name corresponds to any of the patterns shown in the pattern information, is further configured to
specify whether or not a change in operation form in the period before and after the re-registration of the input domain name corresponds to any of patterns shown in the pattern information in response to determination that the domain name has been re-registered based on the time-series information of the domain name, and specify the candidates for the operation form of the domain name after the predetermined date and time based on the specified pattern.
3. The determination device according to claim 1 ,
wherein the time-series information of the domain name further includes
information indicating host names of one or more name servers used for the operation of the domain name in time series;
the pattern information further includes
information indicating a pattern of time-series changes in operation form in a case in which the domain name is operated at a same time or while switching between a plurality of name servers, and
the processing circuitry, to specify whether the time-series change in operation form of the input domain name corresponds to any of the patterns shown in the pattern information, is further configured to
specify whether or not a change in operation form in a period before and after re-registration of the domain name corresponds to a pattern shown in the pattern information based on the pattern information in response to determination that the domain name has been re-registered on the basis of the time-series information of the input domain name, and specify the candidates for the operation form of the domain name after the predetermined date and time based on the specified pattern.
4. A method executed by a determination device, the method comprising:
receiving an input of time-series information indicating an operation form of a domain name up to a predetermined date and time in time series;
specifying whether a time-series change in the operation form of the domain name corresponds to any of patterns shown in pattern information based on the time-series information of the domain name and the pattern information indicating patterns of time-series changes in the operation form of the domain name, and specifying candidates for the operation form of the domain name after the predetermined date and time based on a specified pattern corresponding to the time-series change in the operation form of the domain name;
determining is a possibility that the operation form of the domain name will change to malicious use based on the specified candidates for the operation form of the domain name after the predetermined date and time, the operation form of a domain name includes whether or not the domain name is used maliciously and whether or not the domain name is used for domain parking;
continuously updating, in real time, a blacklist to include the domain name when the domain name is determined to be used maliciously; and
performing at least one of web filtering or domain name filtering based on the blacklist after being updated to include the domain name that is determined to be used maliciously.
5. A non-transitory computer readable storage medium having stored therein a determination program for causing a computer to execute a process comprising:
receiving an input of time-series information indicating an operation form of a domain name up to a predetermined date and time in time series;
specifying whether a time-series change in the operation form of the domain name corresponds to any of patterns shown in pattern information based on the time-series information of the domain name and the pattern information indicating patterns of time-series changes in the operation form of the domain name, and specifying candidates for the operation form of the domain name after the predetermined date and time based on a specified pattern corresponding to the time-series change in the operation form of the domain name;
determining a possibility that the operation form of the domain name will change to malicious use based on the specified candidates for the operation form of the domain name after the predetermined date and time, the operation form of a domain name includes whether or not the domain name is used maliciously and whether or not the domain name is used for domain parking;
continuously updating, in real time, a blacklist to include the domain name when the domain name is determined to be used maliciously; and
performing at least one of web filtering or domain name filtering based on the blacklist after being updated to include the domain name that is determined to be used maliciously.