Neil.7z -

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

"The Ghost in the Archive: Detecting AI-Generated Malware via 7z Entropy Analysis" neil.7z

A new architecture for decentralized software distribution that reduces reliance on DNS trust, making it nearly impossible to trick users into downloading malicious installers. This paper would detail how a "zero-size" stream

Which direction sounds most interesting to you? I can help you outline the , abstract , or key findings for any of these. i dove down the 7z rabbit hole (it goes deep) Information Theory/AI Focus "The Ghost in the Archive:

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.

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