Method and system for detecting malware using memory map
A malware detection method and system using a memory map. A malware detection method may include collecting, by processing circuitry, a plurality of memory maps from a plurality of client devices, a client program being installed in each of the plurality of client devices, analyzing, by the processing circuitry, a plurality of memory addresses of the plurality of memory maps to obtain an analysis result, and determining, by the processing circuitry, whether malware is present in one of the plurality of client devices based on the analysis result.
1. A malware detection method performed by a computer apparatus including processing circuitry, the malware detection method comprising:
collecting, by the processing circuitry, a plurality of memory maps from a plurality of client devices, a client program being installed in each of the plurality of client devices;
counting, by the processing circuitry, a number of times each respective memory address among a plurality of memory addresses is in use in each of the plurality of memory maps, the plurality of memory addresses being included in each of the plurality of memory maps; and
determining, by the processing circuitry, whether malware is present in a first client device among the plurality of client devices based on a first number of times a first memory address among the plurality of memory addresses is in use among the plurality of memory maps.
2. The malware detection method of claim 1 , further comprising:
classifying the plurality of memory maps into one or more sets of memory maps for each of a plurality of client environments,
wherein the counting counts the number of times each respective memory address among the plurality of memory addresses is in use in each memory map among a first set of memory maps, the first set of memory maps being among the one or more sets of memory maps.
3. The malware detection method of claim 1 , wherein the determining comprises determining whether the first number of times is less than or equal to a second number of times.
4. The malware detection method of claim 3 , wherein the determining comprises determining that the malware is present in the first client device.
5. The malware detection method of claim 3 , wherein the second number of times is set based on a total number of the plurality of client devices and the number of times each respective memory address is in use in each of the plurality of memory maps.
6. The malware detection method of claim 1 , wherein the collecting comprises collecting the plurality of memory maps in response to the client program being executed in each of the plurality of client devices.
7. The malware detection method of claim 1 , wherein the plurality of memory addresses comprise at least a portion of memory addresses selected based on at least one of a status or a right of a corresponding memory address from among the plurality of memory addresses.
8. The malware detection method of claim 1 , further comprising:
restricting, by the processing circuitry, the first client device in response to determining the malware is present in the first client device.
9. A malware detection method performed by a computer apparatus comprising processing circuitry, the malware detection method comprising:
acquiring, by the processing circuitry, a memory map of the computer apparatus under control of a client program executed on the computer apparatus;
transmitting, by the processing circuitry, the memory map to a server that provides a service to the computer apparatus through the client program; and
receiving, by the processing circuitry, a signal from the server based on a first number of times a first memory address among a plurality of memory addresses is in use among a plurality of memory maps, the plurality of memory maps including the memory map and at least one other memory map of at least one other computer apparatus.
10. The malware detection method of claim 9 , further comprising:
transmitting, by the processing circuitry, information to the server, the information indicating a client environment in which the client program operates.
11. The malware detection method of claim 9 , wherein the server is configured to determine whether malware is present in one of a plurality of client devices based on a result of analyzing the plurality of memory addresses of the plurality of memory maps collected from the plurality of client devices, the plurality of client devices including the computer apparatus and the at least one other computer apparatus.
12. A non-transitory computer-readable record medium storing instructions that, when executed by at least one processor, cause the at least one processor to perform the malware detection method of claim 1 .
13. A computer apparatus comprising:
processing circuitry configured to cause the computer apparatus to,
collect a plurality of memory maps from a plurality of client devices, a client program being installed in each of the plurality of client devices,
count a number of times each respective memory address among a plurality of memory addresses is in use in each of the plurality of memory maps, the plurality of memory addresses being included in each of the plurality of memory maps, and
determine whether malware is present in a first client device among the plurality of client devices based on a first number of times a first memory address among the plurality of memory addresses is in use among the plurality of memory maps.
14. The computer apparatus of claim 13 , wherein the processing circuitry is configured to cause the computer apparatus to:
classify the plurality of memory maps into one or more sets of memory maps for each of a plurality of client environments;
count the number of times each respective memory address among the plurality of memory addresses is in use in each memory map among a first set of memory maps, the first set of memory maps being among the one or more sets of memory maps; and
determine whether malware is present in the first client device including determining whether the first number of times is less than or equal to a second number of times.
15. The computer apparatus of claim 14 , wherein the processing circuitry is configured to cause the computer apparatus to determine that the malware is present in the first client device.
16. The computer apparatus of claim 13 , wherein the processing circuitry is configured to cause the computer apparatus to restrict the first client device in response to determining the malware is present in the first client device.
17. The malware detection method of claim 8 , wherein the restricting comprises causing the first client device to reinstall the client program.
18. The malware detection method of claim 9 , further comprising:
restricting, by the processing circuitry, an operation of the client program in response to receiving the signal from the server.
19. The malware detection method of claim 18 , wherein the restricting comprises reinstalling the client program.
20. The computer apparatus of claim 16 , wherein the processing circuitry is configured to cause the computer apparatus to restrict the first client device by causing the first client device to reinstall the client program.
21. The malware detection method of claim 1 , wherein the determining comprises:
determining whether the first number of times is less than or equal to a second number of times, the second number of times being based on a total number of the plurality of client devices.