Cyber-security system and methods thereof for detecting and mitigating advanced persistent threats
A method and system for adaptively securing a protected entity against a potential advanced persistent threat (APT) are provided. The method includes probing a plurality of resources in a network prone to be exploited by an APT attacker; operating at least one security service configured to output signals indicative of APT related activity of each of the plurality of probed resources; generating at least one security event respective of the output signals; determining if the at least one security event satisfies at least one workflow rule; and upon determining that the at least one security event satisfies the at least one workflow rule, generating at least one action with respect to the potential APT attack.
1. A method for adaptively securing a protected entity against a potential advanced persistent threat (APT), comprising:
probing a plurality of resources, including hosts, in a network prone to be exploited by an APT attacker for APT-related activity;
operating at least one security service configured to output signals indicative of APT related activity of each of the plurality of probed resources, wherein the at least one security service is an application behavior anomaly (UNABA) security service, and wherein operating the UNABA security service further comprises detecting APT related activity exploiting legitimate users in the network, wherein the APT attacker pretends normal behavior of the users;
generating at least one security event based on the output signals;
determining if the at least one security event satisfies at least one workflow rule;
upon determining that the at least one security event satisfies the at least one workflow rule, generating at least one action with respect to the potential APT attack;
maintaining a profile for each host, wherein the profile includes adaptive and real-time baseline parameters for the host's activity over a period of predefined time;
computing, using a plurality of security decision engines, signals of anomaly (SoA) based on the probed APT related activity, the baseline parameters and a set of engine rules, wherein a SoA signal is output by the UNABA security service;
correlating signals provided by other services with the computed SoA; and
outputting the correlated signal.
2. The method of claim 1 , wherein the plurality of resources are active resources.
3. The method of claim 2 , wherein each of the plurality of active resources are executing for providing at least one respective service.
4. The method of claim 1 , wherein the APT related activity includes at least one of: abnormal usage and abnormal operation of each of the plurality of probed resources.
5. The method of claim 4 , wherein the APT related activity includes at least one of: scanning, malware propagation, remote desktop communication channels, processes performed in installation channels, brute-force attacks, protocol usage patterns representing fake applications, and drop-zone traffic representing data leaks.
6. The method of claim 4 , wherein APT related activity of each of the plurality of probed resources is analyzed by a plurality of security services.
7. The method of claim 1 , wherein the at least one workflow rule applies a set of logical operators on the at least one security event to generate the at least one action.
8. The method of claim 1 , wherein generating the at least one security event based on the output signals further comprises:
determining if the output signals satisfy at least one event rule; and
upon determining that the output signals satisfy the at least one event rule, generating the at least one security event.
9. The method of claim 8 , wherein the at least one event rule evaluates at least one of: a signal value, a signal duration, and a signal frequency.
10. The method of claim 1 , further comprising:
programming each of the plurality of security decision engines to evaluate or detect user behavioral anomalies caused due to APT related activity.
11. The method of claim 1 , wherein the at least one action includes activating additional security services to perform any one of: a mitigation action, an investigation action, a detection action.
12. A non-transitory computer readable medium having stored thereon instructions for causing processing circuitry to execute a process for adaptively securing a protected entity against a potential advanced persistent threat (APT), the process comprising:
probing a plurality of resources, including hosts, in a network prone to be exploited by an APT attacker for APT-related activity;
operating at least one security service configured to output signals indicative of APT related activity of each of the plurality of probed resources, wherein the at least one security service is an application behavior anomaly (UNABA) security service, and wherein operating the UNABA security service further comprises detecting APT related activity exploiting legitimate users in the network, wherein the APT attacker pretends normal behavior of the users;
generating at least one security event based on the output signals;
determining if the at least one security event satisfies at least one workflow rule;
upon determining that the at least one security event satisfies the at least one workflow rule, generating at least one action with respect to the potential APT attack;
maintaining a profile for each host, wherein the profile includes adaptive and real-time baseline parameters for the host's activity over a period of predefined time;
computing, using a plurality of security decision engines, signals of anomaly (SoA) based on the probed APT related activity, the baseline parameters and a set of engine rules, wherein a SoA signal is output by the UNABA security service;
correlating signals provided by other services with the computed SoA; and
outputting the correlated signal.
13. A system for adaptively securing a protected entity against a potential advanced persistent threat (APT), comprising:
a processor; and
a memory, the memory containing instructions that, when executed by the processor, configure the system to:
probe a plurality of resources, including hosts, in a network prone to be exploited by an APT attacker for APT-related activity;
operate at least one security service configured to output signals indicative of APT related activity of each of the plurality of probed resources, wherein the at least one security service is an application behavior anomaly (UNABA) security service, and wherein operating the UNABA security service further comprises detecting APT related activity exploiting legitimate users in the network, wherein the APT attacker pretends normal behavior of the users;
generate at least one security event based on the output signals;
determine if the at least one security event satisfies at least one workflow rule;
generate at least one action with respect to the potential APT attack, upon determining that the at least one security event satisfies the at least one workflow rule;
maintain a profile for each host, wherein the profile includes adaptive and real-time baseline parameters for the host's activity over a period of predefined time;
compute, using a plurality of security decision engines, signals of anomaly (SoA) based on the probed APT related activity, the baseline parameters and a set of engine rules, wherein a SoA signal is output by the UNABA security service;
correlate signals provided by other services with the computed SoA; and
output the correlated signal.
14. The system of claim 13 , wherein the plurality of resources are active resources.
15. The system of claim 14 , wherein each of the plurality of active resources are executing for providing at least one respective service.
16. The system of claim 13 , wherein the APT related activity includes at least one of: abnormal usage and abnormal operation of each of the plurality of probed resources.
17. The system of claim 16 , wherein the APT related activity includes at least one of: scanning, malware propagation, remote desktop communication channels, processes performed in installation channels, brute-force attacks, protocol usage patterns representing fake applications, and drop-zone traffic representing data leaks.
18. The system of claim 16 , wherein APT related activity of each of the plurality of probed resources is analyzed by a plurality of security services.
19. The system of claim 13 , wherein the at least one workflow rule applies a set of logical operators on the at least one security event to generate the at least one action.
20. The system of claim 13 , wherein the system is further configured to:
determine if the output signals satisfy at least one event rule; and
generate the at least one security event, upon determining that the output signals satisfy the at least one event rule.
21. The system of claim 20 , wherein the at least one event rule evaluates at least one of: a signal value, a signal duration, and a signal frequency.
22. The system of claim 13 , wherein the system is further configured to:
program each of the plurality of security decision engines to evaluate or detect user behavioral anomalies caused due to APT related activity.
23. The system of claim 13 , wherein the at least one action includes activating additional security services to perform any one of: a mitigation action, an investigation action, a detection action.