Supervisory control and data acquisition
View Patent ↗Aspects of the present disclosure relate to computer system security. A machine accesses a set of records corresponding to a set of users having access to a computer system. The machine stores, for each user in the set of users, a baseline profile representing baseline activity of the user with respect to a set of data sources of the computer system. The machine monitors activity of the set of users with respect to the set of data sources. The machine determines, based on monitoring the activity of the set of users, that a user action of a specified user, with respect to one or more data sources from the set of data sources, is anomalous relative to the baseline profile of the specified user. The machine provides a digital transmission representing the anomalous user action.
1. A control server comprising:
one or more processors; and
a memory storing instructions which, when executed by the one or more processors, cause the one or more processors to perform operations comprising:
accessing a set of records corresponding to a set of users having access to a computer system;
storing, for each user in the set of users, a baseline profile representing baseline activity of the user with respect to a set of data sources of the computer system;
monitoring activity of the set of users with respect to the set of data sources;
determining, based on monitoring the activity of the set of users, that a user action of a specified user, with respect to one or more data sources from the set of data sources, is anomalous relative to the baseline profile of the specified user,
wherein determining that the user action of the specified user is anomalous comprises detecting that the user action includes modifying, by the specified user, programming at the computer system in a manner inconsistent with the baseline profile of the user,
wherein modifying the programming at the computer system in the manner inconsistent with the baseline profile of the user comprises modifying a certificate authority, and
wherein the baseline profile indicates that the specified user has never modified the certificate authority previously; and
providing a digital transmission representing the anomalous user action.
2. The control server of claim 1 , wherein the set of data sources of the computer system comprises one or more of: a packet log of packets travelling between the computer system and an external network, a driver log of the computer system, a secure socket layer (SSL) certificate authority (CA) of the computer system, a programmable logic controller (PLC) of the computer system, a simple mail transfer protocol (SMTP) log of the computer system, a web access log of the computer system, service repos of the computer system, network drives of the computer system, workstation performance logs of the computer system, and workstation network traffic of the computer system.
3. The control server of claim 1 , wherein the set of users having access to the computer system comprise system administrators of the computer system.
4. The control server of claim 1 , the operations further comprising:
blocking access, by the specified user, to the computer system in response to determining that the user action of the specified user is the anomalous user action.
5. The control server of claim 1 , wherein determining that the user action of the specified user is anomalous comprises detecting that the user action includes accessing the set of data sources at a time of day different from a time of day for accessing the set of data sources specified in the baseline profile.
6. The control server of claim 1 , wherein determining that the user action of the specified user is anomalous comprises detecting that the user action includes accessing the set of data sources from a geographic location different from a geographic location for accessing the set of data sources specified in the baseline profile.
7. A non-transitory machine-readable medium storing instructions which, when executed by one or more processors of a machine, cause the one or more processors to perform operations comprising:
accessing a set of records corresponding to a set of users having access to a computer system;
storing, for each user in the set of users, a baseline profile representing baseline activity of the user with respect to a set of data sources of the computer system;
monitoring activity of the set of users with respect to the set of data sources;
determining, based on monitoring the activity of the set of users, that a user action of a specified user, with respect to one or more data sources from the set of data sources, is anomalous relative to the baseline profile of the specified user,
wherein determining that the user action of the specified user is anomalous comprises detecting that the user action includes modifying, by the specified user, programming at the computer system in a manner inconsistent with the baseline profile of the user,
wherein modifying the programming at the computer system in the manner inconsistent with the baseline profile of the user comprises modifying a certificate authority, and
wherein the baseline profile indicates that the specified user has never modified the certificate authority previously; and
providing a digital transmission representing the anomalous user action.
8. The machine-readable medium of claim 7 , wherein the set of data sources of the computer system comprises one or more of: a packet log of packets travelling between the computer system and an external network, a driver log of the computer system, a secure socket layer (SSL) certificate authority (CA) of the computer system, a programmable logic controller (PLC) of the computer system, a simple mail transfer protocol (SMTP) log of the computer system, a web access log of the computer system, service repos of the computer system, network drives of the computer system, workstation performance logs of the computer system, and workstation network traffic of the computer system.
9. The machine-readable medium of claim 7 , wherein the set of users having access to the computer system comprise system administrators of the computer system.
10. The machine-readable medium of claim 7 , the operations further comprising:
blocking access, by the specified user, to the computer system in response to determining that the user action of the specified user is the anomalous user action.
11. The machine-readable medium of claim 7 , wherein determining that the user action of the specified user is anomalous comprises detecting that the user action includes accessing the set of data sources at a time of day different from a time of day for accessing the set of data sources specified in the baseline profile.
12. The machine-readable medium of claim 7 , wherein determining that the user action of the specified user is anomalous comprises detecting that the user action includes accessing the set of data sources from a geographic location different from a geographic location for accessing the set of data sources specified in the baseline profile.
13. A method comprising:
accessing, at one or more processors, a set of records corresponding to a set of users having access to a computer system;
storing, in a digital storage unit, for each user in the set of users, a baseline profile representing baseline activity of the user with respect to a set of data sources of the computer system;
monitoring, at the one or more processors, activity of the set of users with respect to the set of data sources;
determining, at the one or more processors, based on monitoring the activity of the set of users, that a user action of a specified user, with respect to one or more data sources from the set of data sources, is anomalous relative to the baseline profile of the specified user,
wherein determining that the user action of the specified user is anomalous comprises detecting that the user action includes modifying, by the specified user, programming at the computer system in a manner inconsistent with the baseline profile of the user,
wherein modifying the programming at the computer system in the manner inconsistent with the baseline profile of the user comprises modifying a certificate authority, and
wherein the baseline profile indicates that the specified user has never modified the certificate authority previously; and
providing a digital transmission representing the anomalous user action.
14. The method of claim 13 , wherein the set of data sources of the computer system comprises one or more of: a packet log of packets travelling between the computer system and an external network, a driver log of the computer system, a secure socket layer (SSL) certificate authority (CA) of the computer system, a programmable logic controller (PLC) of the computer system, a simple mail transfer protocol (SMTP) log of the computer system, a web access log of the computer system, service repos of the computer system, network drives of the computer system, workstation performance logs of the computer system, and workstation network traffic of the computer system.
15. The method of claim 13 , wherein the set of users having access to the computer system comprise system administrators of the computer system.
16. The method of claim 13 , further comprising:
blocking access, by the specified user, to the computer system in response to determining that the user action of the specified user is the anomalous user action.
17. The method of claim 13 , wherein determining that the user action of the specified user is anomalous comprises detecting that the user action includes accessing the set of data sources at a time of day different from a time of day for accessing the set of data sources specified in the baseline profile.
18. The method of claim 13 , wherein determining that the user action of the specified user is anomalous comprises detecting that the user action includes accessing the set of data sources from a geographic location different from a geographic location for accessing the set of data sources specified in the baseline profile.