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Insights on Data Security & Threat Intelligence

Source-Level Data Classification: The Control That Makes Every Downstream Security Decision Work

Unclassified data moves. It gets emailed, synced to cloud storage, copied into reports, and fed into AI tools. By the time a DLP alert fires or an access...

When a Compliance Audit Asks Where Your Sensitive Data Lives, Can You Answer It?

A compliance audit does not wait for you to finish your data inventory. The auditor asks a specific question: where is this category of data stored, who...

How Cyren Email Security Catches Malicious Mail Before It Reaches the Inbox

Most email security products inspect a message after it has already been delivered. The user sees it, and the detection happens somewhere in the...

Your Credentials Are Already Exposed: What TacitRed Monitors and What to Do When It Finds Something

Credential exposure rarely announces itself. Employees reuse passwords, contractors lose laptops, and third-party breaches dump plaintext credentials onto...

What a Complete Data Security Program Actually Covers: Discovery, Classification, Access, and Retention

Regulated data sitting in the wrong place, accessible to the wrong people, and retained past its required window is not a theoretical risk. It is the gap...

Self-Host an MCP Policy Gate: What the vaikora-guard-mcp Open-Source Release Gives You

Putting an AI agent in front of real tools without a policy gate is a configuration choice, and it has consequences. Every tool call the agent makes goes...

Data Security Without Classification Is Guesswork: How to Build Controls That Actually Hold

Three questions expose the state of most data security programs: Do you know where your sensitive data lives? Do you know who can reach it? Do you know...

Cyren Threat Intelligence: How Phishing Infrastructure Gets Flagged Before a Campaign Launches

Phishing campaigns have a staging window. Attackers register domains, configure mail servers, and test infrastructure before they send a single message....

Vaikora Enforcement Architecture: How Policy Decisions Stay Ahead of AI Agent Execution

Most AI agent security problems share a common structure: the agent acts, something goes wrong, and the team investigates afterward. Vaikora is built to...