Fifteen minutes long, because you're in a hurry, and we're not that smart.

Neil.7z Apr 2026

A new architecture for decentralized software distribution that reduces reliance on DNS trust, making it nearly impossible to trick users into downloading malicious installers.

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) neil.7z

"Trusting the Mirror: An Analysis of Malvertising in Software Repositories" i dove down the 7z rabbit hole (it

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. Security/Cryptography Focus This paper would detail how a

Based on the technical, modern, and slightly chaotic context of "neil.7z" (referencing 7-Zip, compression, and potential security issues), here are three interesting, high-impact paper concepts: 1. Security/Cryptography Focus

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