What Do Machine Learning Researchers Mean by" Reproducible"?

E Raff, M Benaroch, S Samtani, AL Farris - arxiv preprint arxiv …, 2024 - arxiv.org
The concern that Artificial Intelligence (AI) and Machine Learning (ML) are entering a"
reproducibility crisis" has spurred significant research in the past few years. Yet with each …

Can LLMs Obfuscate Code? A Systematic Analysis of Large Language Models into Assembly Code Obfuscation

S Mohseni, S Mohammadi, D Tilwani, Y Saxena… - arxiv preprint arxiv …, 2024 - arxiv.org
Malware authors often employ code obfuscations to make their malware harder to detect.
Existing tools for generating obfuscated code often require access to the original source …

Living off the Analyst: Harvesting Features from Yara Rules for Malware Detection

S Gupta, F Lu, A Barlow, E Raff… - … Conference on Big …, 2024 - ieeexplore.ieee.org
A strategy used by malicious actors is to" live off the land," where benign systems and tools
already available on a victim's systems are used and repurposed for the malicious actor's …