Tag: vulnerability detection

  • Slashdot: Is AI-Driven 0-Day Detection Here?

    Source URL: https://it.slashdot.org/story/24/11/02/2150233/is-ai-driven-0-day-detection-here?utm_source=rss1.0mainlinkanon&utm_medium=feed Source: Slashdot Title: Is AI-Driven 0-Day Detection Here? Feedly Summary: AI Summary and Description: Yes Summary: This text discusses the advancements in AI-driven vulnerability detection, particularly focusing on the implementation of LLM-powered methodologies that have proven effective in identifying critical zero-day vulnerabilities. The approach combines deep program analysis with adversarial AI agents,…

  • Simon Willison’s Weblog: From Naptime to Big Sleep: Using Large Language Models To Catch Vulnerabilities In Real-World Code

    Source URL: https://simonwillison.net/2024/Nov/1/from-naptime-to-big-sleep/#atom-everything Source: Simon Willison’s Weblog Title: From Naptime to Big Sleep: Using Large Language Models To Catch Vulnerabilities In Real-World Code Feedly Summary: From Naptime to Big Sleep: Using Large Language Models To Catch Vulnerabilities In Real-World Code Google’s Project Zero security team used a system based around Gemini 1.5 Pro to find…

  • Hacker News: Using Large Language Models to Catch Vulnerabilities

    Source URL: https://googleprojectzero.blogspot.com/2024/10/from-naptime-to-big-sleep.html Source: Hacker News Title: Using Large Language Models to Catch Vulnerabilities Feedly Summary: Comments AI Summary and Description: Yes Summary: The Big Sleep project, a collaboration between Google Project Zero and Google DeepMind, has successfully discovered a previously unknown exploitable memory-safety vulnerability in SQLite through AI-assisted analysis, marking a significant advancement in…

  • Hacker News: We fine-tuned an LLM to triage and fix insecure code

    Source URL: https://corgea.com/blog/fine-tuning-for-precision-and-privacy-how-corgea-s-llm-enhances-enterprise-application-security Source: Hacker News Title: We fine-tuned an LLM to triage and fix insecure code Feedly Summary: Comments AI Summary and Description: Yes Summary: The text discusses Corgea’s development of an AI AppSec engineer that employs a fine-tuned LLM to automatically triage and remediate insecure code. By addressing privacy and compliance concerns, the…