http://sei.cmu.edu/feeds/tag/Updates on changes and additions to the SEI Blog for posts matching AI Engineering and Machine Learningen-usMon, 10 Feb 2025 00:00:00 -0500https://www.sei.cmu.edu/blog/cyber-informed-machine-learning/?utm_source=blog&utm_medium=rss&utm_campaign=my_site_updatesThis blog post proposes cyber-informed machine learning as a conceptual framework for emphasizing three types of explainability when ML is used for cybersecurity.Jeffrey Mellon, Clarence WorrellMon, 10 Feb 2025 00:00:00 -0500https://www.sei.cmu.edu/blog/cyber-informed-machine-learning/?utm_source=blog&utm_medium=rss&utm_campaign=my_site_updatesCybersecurityMachine LearningCybersecurity EngineeringAI Engineering and Machine Learninghttps://www.sei.cmu.edu/blog/the-top-10-blog-posts-of-2024/?utm_source=blog&utm_medium=rss&utm_campaign=my_site_updatesThis post presents the top 10 most-visited posts of 2024, highlighting our work in software acquisition, artificial intelligence, large language models, secure coding, and more.Bill ScherlisMon, 06 Jan 2025 00:00:00 -0500https://www.sei.cmu.edu/blog/the-top-10-blog-posts-of-2024/?utm_source=blog&utm_medium=rss&utm_campaign=my_site_updatesSecure CodingInsider ThreatArtificial Intelligence EngineeringMachine LearningAI Engineering and Machine LearningAcquisition Transformationhttps://www.sei.cmu.edu/blog/evaluating-static-analysis-alerts-with-llms/?utm_source=blog&utm_medium=rss&utm_campaign=my_site_updatesLLMs show promising initial results in adjudicating static analysis alerts, offering possibilities for better vulnerability detection. This post discusses initial experiments using GPT-4 to evaluate static analysis alerts.William Klieber, Lori FlynnMon, 07 Oct 2024 00:00:00 -0400https://www.sei.cmu.edu/blog/evaluating-static-analysis-alerts-with-llms/?utm_source=blog&utm_medium=rss&utm_campaign=my_site_updatesStatic AnalysisAI Engineering and Machine LearningSecure Coding