fr0gger/IATelligence

IATelligence is a Python script that extracts the Import Address Table (IAT) from a PE file and uses OpenAI's GPT-3 model to provide details about each Windows API imported by the file.

IATelligence is a Python script that uses OpenAI's GPT-3 model to extract the Import Address Table (IAT) from a PE file and provide details about each Windows API imported by the file. It also searches for related MITRE ATT&CK techniques and explains how the API could potentially be used by attackers. The script also displays the hashes of the file and estimates the cost of the GPT-3 requests.

To use the tool, users must first authenticate with the OpenAI API and install the requirements. The tool is then run by specifying a PE file as an argument to the script. The script will calculate the hashes as well as the estimated cost of the request. The result is displayed in a table, with each API and its associated MITRE ATT&CK technique explained.

The cost of using OpenAI's GPT-3 to analyze the imported Windows APIs in a PE file can vary depending on the size of the IAT. While the cost of individual requests is not expensive, the total cost can quickly add up for larger files. Additionally, the analysis is performed one API at a time, which can make the process slow. It is important to note that GPT-3 is a language model, so the results may not always be accurate.

IATelligence is a proof of concept for using GPT-3 for malware analysis and quickly assessing the behavior of a malware based on its IAT. It provides a quick and easy way to analyze a PE file and gain insight into its behavior. However, the results should be carefully considered by a malware analyst.

Twitter: @fr0gger_ is the contact for any questions or comments about the tool.

Overall, IATelligence is a useful tool for malware analysis and quickly assessing the behavior of a malware based on its IAT. It provides a quick and easy way to analyze a PE file and gain insight into its behavior. However, the results should be carefully considered by a malware analyst.

📓 fr0gger/IATelligence 👉🏽 IATelligence is a Python script that extracts the Import Address Table (IAT) from a PE file and uses OpenAI's GPT-3 model to provide details about each Windows API imported by the file. 👉🏽 IATelligence uses OpenAI's GPT-3 model for malware analysis. 👉🏽 It extracts the Import Address Table (IAT) from a PE file. 👉🏽 It provides details about each Windows API imported by the file. 👉🏽 It searches for related MITRE ATT&CK techniques. 👉🏽 It explains how the API could potentially be used by attackers. 👉🏽 It calculates the hashes and estimated cost of the request. 👉🏽 It displays results in a table with each API and associated technique. 👉🏽 Cost can vary depending on file size and analysis is performed one API at a time. 👉🏽 IATelligence is a proof of concept for using GPT-3 for malware analysis. 👉🏽 The tool is useful for quickly assessing behavior but results should be carefully considered.

link: https://github.com/fr0gger/IATelligence

summarized content: https://hut.threathunterz.com/battlefield-intel/tradecraft-tools/fr0ggeriatelligence

#IATelligence #PythonScript #GPT3 #MalwareAnalysis #WindowsAPI