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+ "name": "a-knowledge-graph-for-the-detection-of-malware-behavior-in-executables",
+ "version": "1.0.0",
+ "description": "",
+ "main": "index.js",
+ "scripts": {
+ "test": "echo \"Error: no test specified\" && exit 1"
+ },
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+ "author": "",
+ "license": "ISC",
+ "type": "commonjs",
+ "devDependencies": {
+ "http-server": "^14.1.1",
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+
+
+ A Knowledge Graph for the Detection of Malware Behavior in Executables
+
+
+
+
+
+ Software Reverse Engineering
+
+
+ - Process of recovering the structure, functions, and other data from a program to learn about how it works [1].
+
+
+ - Software engineering: designing and implementing a software system
+ - Reverse software engineering: breaking down a working system into its design components
+
+ - Effective in combating malware
+
+
+ - Able to determine functionality and behavior of a malicious file when the source code is not available
+
+ - Data Obfuscation: the act of hiding data or behavior of a given file [2]
+
+
+ - Can make analyzing binary files tedious and time consuming
+
+
+
+
Ghidra
+
+
+ - Open-source tool used to assist in the process of software reverse engineering [2][3].
+
+
+ - Analyzes binary or executable files to get the functions, variables, and other information of the code
+ - Gets the disassembly and decomplication of an executable file
+ - Includes other useful tools to analyze files
+ - Specifically made to analyze malware or vulnerable applications [2]
+
+ - Drawback: Produces a lot of data that is difficult to parse.
+
+
+ - Especially when function and variable names are obfuscated
+
+
+
+
Data Organization
+
+
+ - My research: organize the data from Ghidra into a graphical structure to make it more accessible
+
+
+ - Easily query the relations between the data
+ - Allows reverse engineers to analyze malware more efficiently
+
+ - Symbol: an association between a human-readable label and memory address [2].
+
+
+ - Functions, classes, variables, etc., used to help understand what data at certain memory addresses are doing.
+ - Symbol table: a hierarchical tree that contains all the symbols of an analyzed file [2]
+
+ - Goal: use the data from the symbol table to create a knowledge graph [4]
+
+
+
Schema Diagram
+ 
+
+
+
+Sources
+
+
+ - [1] T. Cipresso and M. Stamp, “Software Reverse Engineering,” Handbook of Information and Communication Security, pp. 659-696, 2010, doi: https://doi.org/10.1007/978-3-642-04117-4_31.
+ - [2] C. Eagle and K. Nance, The Ghidra Book: The Definitive Guide. San Francisco, CA, USA: No Starch Press, 2020.
+ - [3] “Ghidra - Powerful Open-Source Reverse Engineering Tool,” Ghidra Lite, Aug. 20, 2024. https://ghidralite.com/
+ - [4] kastle-lab, “GitHub - kastle-lab/kastle-drawbridge,” GitHub, 2025. https://github.com/kastle-lab/kastle-drawbridge (accessed Feb. 12, 2026).
+ - [5] yWorks GmbH, yEd Graph Editor, version [Insert Version, e.g., 3.20]. [Online]. Available: https://www.yworks.com/products/yed.
+
+