Use AI-generated malware and compress it using different settings. Analyze if AI-generated, packed code has a distinct Shannon entropy or LZma structure compared to human-written code.
This paper would detail how a "zero-size" stream can wrap integers and cause memory corruption. It would argue for the need for sandboxed decompression or safer library wrappers for compression, moving beyond traditional signature-based malware detection. 2. Information Theory/AI Focus neil.7z
) can be used to hide malicious payloads that trigger buffer overflows in decompression routines. Use AI-generated malware and compress it using different
A framework for detecting malicious code by analyzing the "difficulty" of compressing it, using compression ratios as a feature for security scanners. 3. Practical/Software Engineering Focus neil.7z