Security | Threat Detection | Cyberattacks | DevSecOps | Compliance

One of the most important phases of any web application penetration test is scoping. It sets the parameters for the test, defines the methodology, and helps ensure the results are meaningful. A clearly defined scope reduces the chances of missing vulnerabilities by making sure both you (the client) and the testing team share a common understanding of goals, limits, and expected deliverables. Effective scoping is more than just listing a few URLs and moving on.

AI IDEs such as Cursor and Windsurf include their own browser engine. If that engine is not up to date, it carries known vulnerabilities. This week’s signals show Cursor 2.0 released on Oct 29, 2025 without a stated browser upgrade in the Cursor 2.0 changelog. Users also posted About screenshots that still show older builds. Windsurf’s October notes list a newer baseline in the Windsurf changelog. Treat these tools like browsers: verify versions, reduce risky paths, upgrade when available.

Wallarm’s latest Q3 2025 API ThreatStats report reveals that API vulnerabilities, exploits, and breaches are not just increasing; they’re evolving. Malicious actors are shifting from code-level weaknesses to business logic flaws, from web apps to partner integrations, and from REST to AI-powered APIs. Here’s what stood out this quarter, and what security leaders should do about it.

The Common Vulnerability Scoring System (CVSS) has been the industry’s go-to framework for assessing vulnerability severity for nearly two decades. It provides a standardized way to measure and communicate the technical impact of a vulnerability. As threat landscapes evolve and organizations mature in their vulnerability management practices, questions about its relevance and limitations persist. That even led to our co-founder, Scott Kuffer, writing a defense of the algorithm earlier this year.

The promise of large language models is simple: turn messy text and data into instant answers, drafts, and decisions. The catch is simple: those models are hungry, and the most valuable data you own is also the most sensitive. If that escapes, you have legal, brand, and trust problems. This is where the story shifts. How LLM Privacy Tech Is Transforming AI is about making real deployments possible.

Have you ever wished for a tool that could guide you, even on the foggiest days? That was my father’s compass. He carried it not because it told him where he was, but because it reminded him where true north was. I spent twelve years in the U.S. Navy as a cybersecurity practitioner, and that same compass has stayed with me. And in the world of SIEM and threat detection, the Gartner Critical Capabilities for Security Information and Event Management (SIEM) report feels like that compass.

The EU Artificial Intelligence Act (AI Act) introduces the world’s first comprehensive regulatory framework for artificial intelligence. It defines clear rules for how AI systems are built, deployed, and monitored, focusing on risk management, data governance, transparency, and accountability. Any organization offering AI-powered products or services to EU users (or processing EU data) must comply.

Kubernetes adoption is growing, and managing secure and efficient network communication is becoming increasingly complex. With this growth, organizations need to enforce network policies with greater precision and care. However, implementing these policies without disrupting operations can be challenging. That’s where Calico Whisker comes in. It helps teams implement network policies that follow the principle of least privilege, ensuring workloads communicate only as intended.

Threat Actor Name: UNC6384 Targeted Industries: Government, Diplomatic Services Geographic Focus: Hungary, Belgium, Serbia, Italy, Netherlands (broader European diplomatic community)