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AI — Archive · Vol 334 Issue 1

17 articles that week

Help Net Security, Friday, January 9th, 2026

How AI Agents Are Turning Security Inside-Out

Vol 334 · Issue 1 · 2026-01-09

AppSec teams have spent the last decade hardening externally facing applications, API security, software supply chain risk, CI/CD controls, and cloud-native attack paths. But a growing class of security threats is emerging from a largely underestimated and undefended source: internally built no-code assets.

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How AI Agents Are Turning Security Inside-Out

Help Net Security, Monday, January 5th, 2026

Understanding AI Insider Risk Before It Becomes A Problem

Vol 334 · Issue 1 · 2026-01-05

In this Help Net Security video, Greg Pollock, Head of Research and Insights at UpGuard, discusses AI use inside organizations and the risks tied to insiders. He explains two problems. One involves employees who use AI tools to speed up work but share data with unapproved services. The other involves hostile actors who use AI to gain trusted roles inside companies.

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Understanding AI Insider Risk Before It Becomes A Problem