Security | Threat Detection | Cyberattacks | DevSecOps | Compliance

Securing AI API Keys From Development to Production

An AI feature can reach production before anyone has decided who owns its credentials. A developer creates an API key for a prototype, a colleague copies it into a background worker, and a troubleshooting session puts the same value into a support ticket. The application works, but the team can no longer say exactly where its access begins or ends.

How Wearable Technology Turns Everyday Movement into Meaningful Data

A walk to the shops rarely feels worth recording. Neither does climbing stairs with laundry or taking a longer route home. Yet these ordinary movements make up part of daily activity. Wearable technology gives those scattered moments a visible record, creating an opportunity to notice routines that memory alone might overlook.

Gamepad Mapper vs Controller Remapper: What's the Difference?

PC gamers often come across terms such as gamepad mapper, controller remapper, and controller mapping software. These terms can sound interchangeable, and in many cases they are used to describe similar tools. However, there are some differences in how these applications are typically used. Understanding the terminology can help you choose the right solution for your setup. Whether you simply want to change a few buttons or build a completely customized control scheme, the important thing is to understand what the software can actually do.

Cyber Resilience Act Preparedness: Who's Ready, and Who Can't Be Reached

Computers are not safe. Even the best hardware and software products have the potential to conceal as-yet unknown vulnerabilities. And they aren’t all made that well. Many are shuffled into the world without a plan to detect, remediate, and notify users of those vulnerabilities. The EU’s Cyber Resilience Act aims to improve that situation.

IEC 62443: the industrial cybersecurity standard explained

For MSPs supporting industrial clients, business leaders responsible for operational risk and OT engineers implementing the standard, IEC 62443 is ultimately about securing OT and ICS environments without undermining availability or safety. Unplanned downtime, legacy systems that cannot be patched, air-gapped facilities with limited or no local IT support, and the need for predictable recovery are the day-to-day realities behind requests to demonstrate IEC 62443 alignment.

OWASP Top 10 for Large Language Model Applications: Complete Guide to LLM Security Risks

Companies rush to utilise the potential of large language models; however, every new use case of generative AI introduces attack vectors previously unknown in traditional web security. The present guide provides an overview of the official OWASP GenAI LLM Top 10 2026 list and explains the appearance of each vulnerability in practice along with mitigation recommendations.

A Complete Audit Trail That Names No One

An AI assistant reads four hundred documents across a tenant. Every read is logged. The application is named, the file is named, the timestamp is exact, and the access is attributed to an account that belongs to nobody. ‍ The audit trail is complete and it cannot answer the question an auditor asks. Nobody asks whether an access was recorded. They ask who reached the data and whether that person was authorized, and a shared service account answers neither. ‍

When the Loss Is Downtime Rather Than Data

Most cyber loss models are shaped around a breach. Records exposed, notification cost per record, regulatory penalty, credit monitoring, litigation. The arithmetic is well established and the inputs are reasonably well evidenced. ‍ Apply that model to an outage where nothing left and nothing was taken and every one of those categories returns zero. The organization was down for four days and the model reports almost no loss, which is not a calibration problem but the wrong model. ‍

AI agents can inherit local admin rights

An AI agent runs as a process under whatever account launched it, and it inherits that account's access token. If the account has local admin rights, so does the agent, along with every helper process and script it spawns, an example would be Claude Desktop running under an admin account, spawning PowerShell helpers. What makes agents different from a typical privileged app is that their next action often comes from content parsed at runtime, including untrusted input.

What is GRC transformation? A practical definition for enterprise CISOs

GRC transformation is the organizational change from running governance, risk, and compliance as periodic, check-the-box paperwork to running it as continuous, AI-native cyber risk assurance measured in business outcomes. It is not a tooling upgrade. It is a change in what you are asked to prove. The old question was whether the work got done by audit time. The new question is whether risk is understood and the controls meant to manage it are working right now.