Detecting malicious scripts
Systems and methods normalize an executable script. A file can be received that potentially contains an executable script. The characters in the file are translated to a single case (either upper case or lower case). Duplicate whitespace can be removed. A script is identified within the file. Tokens in the script are processed to create normalized output. The normalized output can include tokens that are retained keywords, control flow characters or data characters from the script file.
1. A computer-implemented method for detecting a malicious script, the computer-implemented method comprising the steps of:
receiving a file;
translating characters in the file to a single case;
identifying a script in the file;
determining tokens for the script; and
creating a normalized output for the script, wherein the normalized output includes tokens consisting only of control flow characters and data characters utilized to initialize data for the script, wherein the data characters utilized to initialize data for the script excludes variables.
2. The computer-implemented method of claim 1 , wherein the normalized output includes function names comprising labels for functions commonly used for obfuscation.
3. The computer-implemented method of claim 1 , wherein the normalized output includes reserved keywords for a scripting language.
4. The computer-implemented method of claim 1 , where creating the normalized output for the script includes filtering string definitions and regular expressions from the script such that the string definitions and regular expressions do not appear in the normalized output.
5. The computer-implemented method of claim 1 , wherein identifying the script in the file includes identifying script delimiters in the file.
6. The computer-implemented method of claim 1 , further comprising the step of:
removing duplicate whitespace characters from the file.
7. The computer-implemented method of claim 1 , further comprising the step of:
comparing the normalized output for the script to a database of known malicious scripts.
8. The computer-implemented method of claim 7 , further comprising the step of:
generating a first hash value for the normalized output;
wherein the step of comparing the normalized output for the script comprises comparing the first hash value to a second hash value associated with a second script in the database of known malicious scripts.
9. A system for malware detection comprising:
at least one processor; and
a non-transitory computer readable storage medium having a program stored thereon, the program causing the at least one processor to execute the steps of:
receiving a file containing a script;
translating characters in the file to a single case;
identifying a script in the file;
determining tokens for the script; and
creating a normalized output for the script, wherein the normalized output includes tokens consisting only of control flow characters and data characters utilized to initialize data for the script, wherein the data characters utilized to initialize data for the script excludes variables.
10. The system of claim 9 , wherein the at least one processor includes an anti-malware unit to generate hash values.
11. The system of claim 10 , wherein the anti-malware unit includes a script normalizer to filter string definitions and regular expressions from the script such that the string definitions and regular expressions do not appear in the normalized output.
12. The system of claim 9 , the system further comprising:
a submission server, an internal file database, a main application server, an analyst user interface, and an internal analysis server.
13. A non-transitory computer-readable medium having stored thereon computer executable instructions for causing one or more processors to:
receive a file containing a script;
translate characters in the file to a single case;
identify a script in the file;
determine tokens for the script; and
create a normalized output for the script, wherein the normalized output includes tokens consisting only of control flow characters and data characters utilized to initialize data for the script, wherein the data characters utilized to initialize data for the script excludes variables.