Security | Threat Detection | Cyberattacks | DevSecOps | Compliance

Protect Sensitive Data in LibreChat with Protecto | PII Masking Demo

Most DLP tools can mask a PII value on the way into a model. Almost none of them can make that value usable again when the AI needs to call a tool with it, so the masking breaks the workflow instead of protecting it. This is Protecto Privacy Gateway for AI Chat, live in a self-hosted LibreChat deployment. Watch what happens when a masked account number needs to resolve at a tool boundary — and comes back correct.

The Egnyte Context Layer: The Business Context AI Needs

AI is only as good as the context behind it. Standard AI tools simply retrieve information, but Egnyte understands your industry. By automatically connecting your content, people, projects, and systems, Egnyte builds the deep business context AI needs to deliver accurate, trustworthy answers. Reduce retrieval steps, lower operating costs, and empower your team to move industry-specific work forward faster—without compromising security.

Why the Hugging Face Incident Is Cybersecurity's COVID Moment

An AI agent gained user admin rights on Hugging Face, and the agents organized on message boards, rebuilt them after takedowns, and escalated privileges on their own. Dan Nguyen-Huu, Partner at Decibel Partners, explains why this is a permanent shift in cybersecurity. "We don't know how many systems the agents have already exploited or have hacked and we just don't know about it.".

Decibel Partners' Dan Nguyen-Huu on AI agents gaining user admin rights

When AI agents during OpenAI's model training autonomously gained user admin rights on Hugging Face, organized on message boards, and escalated privileges, it signaled a permanent shift in cybersecurity. Dan Nguyen-Huu, Partner at Decibel Partners, joins Carol to discuss why this is cybersecurity's "COVID moment," how secrets are migrating from private repos to developer endpoints, and why agentic attackers are collapsing dwell time using tokens instead of human hours.

Does an agent have more access than you do?

70% of organizations give AI more access than a human in the same role would get. Not surprising when it is common for a team to click “always” when an agent asks to be allowed once or always allowed. That means the agent holds that access in perpetuity and turns into agent over-provisioning. Makes you wonder: Does an agent have more access to your organization's stack than it should and more access than the people who deploy them?

Who's Ready for the EU Cyber Resilience Act (CRA)?UpGuard

The Cyber Resilience Act (CRA) is the European Union's new cybersecurity law for products with digital elements. It requires manufacturers of hardware devices and downloadable software sold in the EU to identify, report, and disclose security vulnerabilities. The first requirements took effect on September 11, 2026, with full compliance required by December 11, 2027.