Optimizing prioritization with deep application-level context

AI-Driven CVE Discovery Accelerates as New Models Find Long-Hidden Vulnerabilities

The article discusses how AI models like Claude Mythos, Big Sleep, and Microsoft Copilot are accelerating the discovery of Common Vulnerabil

Microsoft aligns CNAPP strategy with context-aware cloud risk reduction

The article discusses the evolution of Cloud-Native Application Protection Platforms (CNAPP) from basic visibility tools to context-aware ri

MCP's production flaws: Context bloat, performance issues, and the case for CLI-based alternatives

This article argues that MCP (Model Context Protocol) has significant flaws in production use, including context bloat, poor performance, an

Race Against Time: Why Faster Vulnerability Alerts Matter

Benchmarking Local AI Models for Cybersecurity Vulnerability Detection

The article evaluates the effectiveness of local AI models for cybersecurity penetration testing and vulnerability research. The author benc

Five Critical API Vulnerabilities That Enable Data Breaches and System Takeovers

This article examines five critical API vulnerabilities that can lead to severe security breaches, including broken authentication, excessiv