All Topics
All Topics
Technology
Technology
AI
AI
Business
Business
Entertainment
Entertainment
News
News
Programming
Programming
Science
Science
Design
Design
Environment
Environment
Finance
Finance
Crypto
Crypto
Politics
Politics
Sports
Sports
Education
Education
Gaming
Gaming
Art
Art
Music
Music
Health
Health
Security
Security
Books
Books
Food
Food
Travel
Travel
Personal
Personal
Bluesky
Twitter

How LLMs Are Enabling Automated Vulnerability Discovery

2y ago

Source

PacketlabsHow LLMs Are Enabling Automated Vulnerability Discoverypacketlabs.net
Snippet from the RSS feed
How LLMs enable automated vulnerability discovery is top of mine for many security experts. Today, we define fuzz testing and describe the benefits of fuzzing regarding software supply chain security.

You might also wanna read

Effectiveness of Fuzzing for Porting Programs from C to Rust

The article discusses the effectiveness of using fuzzing to automate porting programs from C to Rust, particularly by having LLMs write fuzz

rjp.io·1y ago

FuzzingBrain V2: Multi-Agent LLM System Achieves 90% Vulnerability Detection Rate and Discovers 29 Zero-Day Flaws

FuzzingBrain V2 is a multi-agent LLM system for automated vulnerability discovery and reproduction in software. It addresses three key chall

arxiv.org·1mo ago

FuzzingBrain V2: Multi-Agent LLM System Achieves 90% Vulnerability Detection Rate and Discovers 29 Zero-Day Flaws

FuzzingBrain V2 is a multi-agent LLM system for automated vulnerability discovery and reproduction in software. It addresses three key chall

arxiv.org·1mo ago

How LLMs Have Democratized Vulnerability Discovery and Changed Open Source Security

The article discusses how the landscape of vulnerability reporting has fundamentally changed with the rise of LLMs and AI-powered security t

words.filippo.io·14d ago

How LLMs Have Democratized Vulnerability Discovery and Changed Open Source Security

The article discusses how the landscape of vulnerability reporting has fundamentally changed with the rise of LLMs and AI-powered security t

words.filippo.io·14d ago

LLMs Detect Vulnerabilities by Recognizing Safe Code Patterns, Not Vulnerable Ones, Study Finds

This research paper uses mechanistic interpretability to analyze how LLMs (specifically Gemma-2-2b) detect software vulnerabilities in C/C++

arxiv.org·12d ago

Benchmarking Frontier LLMs on Real-World CVE Patching: Mixed Results and Methodological Challenges

A comprehensive benchmark evaluation of five frontier large language models (LLMs) testing their ability to fix real-world security vulnerab

giovannigatti.github.io·1mo ago

LLM-powered scanners set to overwhelm open source maintainers with security vulnerabilities by 2026

The article warns that by summer 2026, LLM-powered code scanners will dramatically increase the rate of security vulnerability discoveries i

metabase.com·1mo ago

Comments

Sign in to join the conversation.

No comments yet. Be the first.