Security | Threat Detection | Cyberattacks | DevSecOps | Compliance

Traditional RAG creates risk. In enterprise AI, accuracy and security aren’t optional. Most vector-only databases are built for speed, but they ignore enterprise realities like security and compliance. Without context, access controls, or accurate recall, they create compliance gaps that make AI unsafe for regulated industries. At Protecto, we built GPTGuard to change that — making enterprise AI safe by preventing data leaks, enforcing privacy, and keeping compliance intact.

AI also struggles with cost vs. benefit trade-offs. It can flag a spike in activity, but it can’t tell you whether it’s worth taking a system offline in the middle of payroll processing.

When business knows no borders, companies expanding globally face a hidden labyrinth: cross-border compliance. Every new country introduces a unique patchwork of regulations around data privacy, taxation, trade controls, labor laws, and industry-specific rules. What seems like a local detail in one jurisdiction may spiral into a costly mistake elsewhere. Yet the stakes are high; noncompliance can bring heavy fines, reputational damage, and operational disruption in markets you’re trying to serve.

An SBOM (Software Bill of Materials) is a structured list of components, including third-party and open-source software, that make up a software application. It’s a detailed inventory of everything that goes into a software product, similar to a list of ingredients for food. SBOMs are crucial for improving software security by providing transparency and enabling organizations to identify and address potential vulnerabilities and risks within their software supply chains.

Public document libraries and hosting services are websites which host content such as academic and legal papers, work templates, and more. Occasionally, these services allow users to freely search, read, and upload documents without requiring a subscription. This can lead to incidents where content is uploaded without a user’s full understanding of the ramifications of making such documents public.

On August 26, 2025, Citrix released fixes for a critical vulnerability in Citrix NetScaler ADC and Gateway (CVE-2025-7775) that has been exploited on unpatched appliances. The issue stems from a memory overflow flaw that could allow Remote Code Execution (RCE) and/or Denial of Service (DoS) by remote threat actors.

Amid a surge in cryptocurrency-related cybercrime, MITRE has unveiled AADAPT (Adversarial Actions in Digital Asset Payment Technologies), a brand-new framework designed to shore up cybersecurity weaknesses within digital financial systems such as cryptocurrency.