External attack surface management is becoming an important part of cybersecurity. Companies now expose websites, cloud services, APIs, VPNs, development systems and other technology to the internet. The problem is that not every exposed asset is remembered. A forgotten subdomain, old test server or cloud service created for a short project can remain online long after its owner has
AI model supply chain security is becoming a real cybersecurity concern as companies build products with models, datasets, libraries and tools they did not create themselves. That is normal. Few organizations train every model from scratch. Teams download open models, connect external services and reuse existing components because it saves time. The risk is that trust can travel with
Over the past two years, the corporate world has been obsessed with chat windows and prompt engineering. Almost every industry adopted conversational tools in their internal portals, trained employees to formulate prompts, and waited for the productivity gains to pour in. While prompt-based interaction has proven effective for content generation and document summarization, it has shown to have very limited
