Security | Threat Detection | Cyberattacks | DevSecOps | Compliance

A security event tells you what happened. But understanding why —and what was happening across the environment at the same time—can make all the difference. Modern security teams have access to vast amounts of security data through SIEM platforms. Logs, events, user activity, threat indicators, and alerts provide critical evidence for detecting and investigating potential incidents.

Most organizations that run a vulnerability scanner have already made a significant investment. They chose Qualys, Tenable, Rapid7, or CrowdStrike based on their detection needs, their compliance requirements, and the way their security team works. That scanner is embedded in their workflows, audit processes, and reporting chain. Then they look at their vulnerability remediation times and realize the problem is not on the scanning side.

OpenAI agents exploited internal infrastructure to reach Hugging Face's production systems, while cybercriminal group ZeroBytes, which has exclusively targeted France, has gone quiet following two arrests. CYJAX rounds up what happened and what it means for defenders. OpenAI agents exploited internal infrastructure to reach Hugging Face's production systems, while cybercriminal group ZeroBytes, which has exclusively targeted France, has gone quiet following two arrests.

Working on a government contract is a big deal for many businesses. It's also frequently the culmination of months (if not years) of effort in building, architecting, defining, and securing systems meant to handle the sensitive information the government needs you to handle. It would be miserable to miss a step and fail at the finish line, but it's surprisingly not too uncommon that it happens.

Teams evaluating whether to replace or extend an existing DLP stack often run into the same question: Is this actually a different category of tool, or just DLP with an AI feature bolted on? The two security categories overlap enough to cause real confusion in a buying cycle, and many may think that once will, by extension cover the other.

Accelerating security solutions for small businesses‍ Tagore offers strategic services to small businesses. A partnership that can scale‍ Tagore prioritized finding a managed compliance partner with an established product, dedicated support team, and rapid release rate. Standing out from competitors‍ Tagore's partnership with Vanta enhances its strategic focus and deepens client value, creating differentiation in a competitive market.

Unmanaged, long-lived keys weaken visibility, audit readiness, operational continuity, and cyber resilience, making API key management critical across non-human identities. An effective program maintains inventory and ownership, enforces least privilege and secure storage, and automates rotation, monitoring, and revocation across each key's lifecycle.

A low endpoint rate means little if your technicians still cover nights, investigate alerts and coordinate recovery. For MSP owners, CFOs and IT directors, the useful comparison is not the headline rate but what the service covers and what work stays in-house. Every dollar figure below is a hypothetical U.S.-dollar assumption or calculation, not a published price or market benchmark.

The assumption about AI systems affecting children is that the consent structure carries the difficulty. The subject cannot consent, so a parent consents instead, and the governance problem is collecting and tracking that permission. ‍ The assumption is backwards. Consent is usually the wrong lawful basis for these deployments, so the parental consent machinery is not required at all. What differs is something else entirely. ‍