Detection of and protection from malware and steganography
A method for real-time detection of and protection from steganography in a kernel mode comprises detecting transmission of a file via a firewall, an operating system, or an e-mail system. A size of the file is determined. From a file system, a stored filesize of the file is retrieved. The determined size of the file is compared to the stored filesize of the file. Responsive to the determined size of the file being larger than the stored filesize of the file, steganography detection analytics are executed on the file. Responsive to the steganography detection analytics indicating presence of steganography in the file, a steganography remediation action is executed, and information is transmitted describing the steganography to a client device.
1. A method for real-time detection of and protection from steganography in a kernel mode, comprising:
receiving a file at a managed node;
storing the received file in a file system of the managed node;
determining a size of the received file by retrieving size data from a plurality of sections within the received file;
retrieving a filesize value corresponding to the received file by accessing the filesize value from a source in the file system other than the stored file;
comparing the determined size of the received file to the stored filesize value of the received file;
determining, based on the comparison, that the determined size of the received file is different from the stored filesize value of the received file;
executing, responsive to determining that the determined size of the received file is greater than the stored filesize value of the received file, steganography detection analytics on the received file;
executing a steganography remediation action based on the steganography detection analytics; and
transmitting information describing the steganography remediation action to a client device.
2. The method of claim 1 , wherein determining a size of the received file comprises:
identifying the plurality of sections associated with the received file; and
summing a size of each section of the plurality of sections.
3. The method of claim 2 , wherein identifying the plurality of sections associated with the received file comprises:
obtaining a pointer to a section header for the received file.
4. The method of claim 3 , wherein obtaining the pointer to the section header comprises:
opening the received file using a filename or path for the received file.
5. The method of claim 3 , wherein obtaining the pointer to the section header comprises:
retrieving a magic number from the section header; and
determining whether the magic number matches a file system signature for the file.
6. The method of claim 1 , wherein executing of the steganography detection analytics on the received file comprises:
identifying an appended payload in the received file;
analyzing the appended payload to determine a file format of the appended payload; and
executing the steganography detection analytics based on the file format of the appended payload.
7. The method of claim 1 , wherein executing of the steganography detection analytics on the received file comprises:
identifying an appended payload in the received file; and
performing one or more of Monte Carlo approximation, entropy determination, serial coefficient analysis, arithmetic mean determination, Chi-Square determination, and standard deviation determination to determine whether data within the appended payload is encrypted.
8. The method of claim 1 , wherein executing of the steganography detection analytics on the received file comprises:
identifying an appended payload in the received file; and
identifying presence of unauthorized data within the appended payload.
9. The method of claim 1 , wherein executing of the steganography detection analytics on the received file comprises:
identifying an appended payload in the received file; and
identifying presence of assembly level or machine level instructions within the appended payload.
10. The method of claim 1 , wherein executing of the steganography remediation action comprises:
terminating processing and transmission of the received file; and
isolating the received file.
11. A non-transitory computer-readable medium storing instructions for real-time detection of and protection from steganography in a kernel mode, wherein the instructions, when executed by a processor, cause the processor to:
receive a file at a managed node;
store the received file in a file system of the managed node;
determine a size of the received file by retrieving size data from a plurality of sections within the received file;
retrieve a filesize value corresponding to the received file by accessing the filesize value from a source in the file system other than the stored file;
compare the determined size of the received file to the stored filesize value of the received file;
determine, based on the comparison, that the determined size of the received file is different from the stored filesize value of the received file;
execute, responsive to determining that the determined size of the received file is greater than the stored filesize value of the received file, steganography detection analytics on the received file;
execute a steganography remediation action based on the steganography detection analytics; and
transmit information describing the steganography remediation action to a client device.
12. The computer-readable medium of claim 11 , wherein the instructions for determining a size of the received file comprise instructions that cause a processor to:
identify the plurality of sections associated with the received file; and
sum a size of each section of the plurality of sections.
13. The computer-readable medium of claim 12 , wherein the instructions for identifying the plurality of sections associated with the received file comprise instructions that cause a processor to:
obtain a pointer to a section header for the received file.
14. The computer-readable medium of claim 13 , wherein the instructions for obtaining the pointer to the section header comprise instructions that cause a processor to:
open the received file using a filename or path for the received file.
15. The computer-readable medium of claim 13 , wherein the instructions for obtaining the pointer to the section header comprise instructions that cause a processor to:
retrieve a magic number from the section header; and
determine whether the magic number matches a file system signature for the file.
16. The computer-readable medium of claim 11 , wherein the instructions for executing of the steganography detection analytics on the received file comprise instructions that cause a processor to:
identify an appended payload in the received file;
analyze the appended payload to determine a file format of the appended payload; and
execute the steganography detection analytics based on the file format of the appended payload.
17. The computer-readable medium of claim 11 , wherein the instructions for executing of the steganography detection analytics on the received file comprise instructions that cause a processor to:
identify an appended payload in the received file; and
perform one or more of Monte Carlo approximation, entropy determination, serial coefficient analysis, arithmetic mean determination, Chi-Square determination, and standard deviation determination to determine whether data within the appended payload is encrypted.
18. The computer-readable medium of claim 11 , wherein the instructions for executing of the steganography detection analytics on the received file comprise instructions that cause a processor to:
identify an appended payload in the received file; and
identify presence of unauthorized data within the appended payload.
19. The computer-readable medium of claim 11 , wherein the instructions for executing of the steganography detection analytics on the received file comprise instructions that cause a processor to:
identify an appended payload in the received file; and
identify presence of assembly level or machine level instructions within the appended payload.
20. The computer-readable medium of claim 11 , wherein the instructions for executing of the steganography remediation action comprise instructions that cause a processor to:
terminate processing and transmission of the received file; and
isolate the received file.