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Insights on Data Security & Threat Intelligence

What Happens Between an AI Agent’s Intent and Its Action: The Enforcement Gap Vaikora Closes

Most AI agent deployments have a gap between what the agent decides to do and when anyone can stop it. By the time a log entry appears or an alert fires,...

vaikora-guard-mcp: An Open-Source MCP Proxy That Enforces Policy Before a Tool Call Executes

Tool calls are where AI agents cause real harm. Not during planning, not during output generation, but at the exact moment an agent sends a request to a...

Your External Attack Surface Has Already Changed. Here Is What TacitRed Tracks in Real Time.

Between the moment a credential leaks and the moment your SOC sees an alert, there is a window. How long that window stays open depends entirely on where...

When an AI Agent Takes a Harmful Action, the Window to Stop It Was Before Execution

Most enforcement models for AI agents work backward. Something goes wrong, a log captures it, an alert fires, and a team investigates. That sequence...

Data Classification at the Source: Why It Is the First Real Control for Enterprise Data Security

Unclassified data is uncontrolled data. Every access policy, retention rule, and sharing restriction your organization has written depends on knowing what...

Phishing Infrastructure Gets Built Days Before the First Email Sends. Here Is How Cyren Detects It.

A phishing campaign does not start with an email. It starts with domain registration, certificate provisioning, hosting setup, and credential-harvesting...

How Cyren Email Security Detects Malicious Infrastructure Before a Campaign Reaches Your Mail Server

Spam filters and anti-phishing rules evaluate email that has already arrived. Cyren Email Security works earlier in the chain, identifying the...

Compromised Credentials and External Exposure: What TacitRed Monitors and How It Feeds Your SOC

A credential found on a dark-web forum today can be the entry point for a breach next week. The gap between exposure and detection is where most...

AI Agent Actions Run Before You Can Stop Them: What Runtime Enforcement Actually Changes

An AI agent that can call tools, write files, query databases, or send API requests is not a chatbot. It is an automated actor operating inside your...