Security | Threat Detection | Cyberattacks | DevSecOps | Compliance

From Shadow APIs to Shadow AI: How the API Threat Model Is Expanding Faster Than Most Defenses

The shadow technology problem is getting worse. Over the past few years, organizations have scaled microservices, cloud-native apps, and partner integrations faster than corporate governance models could keep up, resulting in undocumented or shadow APIs. We’re now seeing this pattern all over again with AI systems. And, even worse, AI introduces non-deterministic behavior, autonomous actions, and machine-to-machine decision-making. Put simply, shadow AI is much, much riskier than shadow APIs.

Why Your MSP Could Disqualify Your CMMC Assessment

Now that CMMC is a mandatory part of participating in the defense supply chain, a lot of businesses are starting to grapple with the requirements and what they mean for operations. One of the biggest roadblocks is the use of an MSP, or Managed Services Provider. MSPs are the backbone of many businesses that don’t have the resources to spin up entire architectures on their own. It’s a huge benefit and allows companies to exist when otherwise the investment to get started would be way too high.

CVE-2026-1281 & CVE-2026-1340: Actively Exploited Pre-Authentication RCE in Ivanti EPMM

Approximately 1,600 Ivanti Endpoint Manager Mobile (EPMM) instances are currently exposed globally, creating a significant attack surface for enterprise mobile infrastructure. Ivanti has disclosed two critical vulnerabilities, CVE-2026-1281 and CVE-2026-1340, that allow unauthenticated remote code execution on affected on-premises deployments. CVE-2026-1281 has been confirmed exploited prior to disclosure and is now listed in CISA’s Known Exploited Vulnerabilities (KEV) catalog.

Top Dark Web Forums to Watch in 2026

If you listen to the news, the “Dark Web” sounds like a digital version of a back-alley movie set. But if you’re a threat researcher, it looks a lot more like a marketplace one that is surprisingly organized, highly volatile, and increasingly sophisticated. As we move through 2026, the underground isn’t just one big scary place; it’s a fragmented collection of forums, each with its own “culture” and specialty.

Why Security Teams Misapply EDR, NDR, XDR, and MDR

There are different cybersecurity solutions that security teams can choose from. Some of the popular ones include EDR, NDR, XDR, and MDR. Each security solution offers significant benefits but also has certain limitations. Security teams can add the solution according to their requirements. But these solutions don’t guarantee safety against breaches. This doesn’t mean the tools are ineffective, but it is how security teams decide to use them.

When Zero Trust Stops Being a Buzzword and Becomes Security

The cyber landscape is a minefield, and one wrong step can trigger disaster! As organizations digitize more of their operations, their attack surface expands, giving cybercriminals more opportunities for sophisticated attacks. The days of relying solely on a strong perimeter firewall are over; once a threat breaches that outer wall, traditional security models often leave the internal network exposed. This reality has driven innovative IT leaders to adopt more rigorous security strategies.

Autonomous vs Traditional Pentesting: What's More Secure in 2026?

In 2026, the attack surface isn’t just digital anymore; it’s AI-native. Attackers deploy automated exploits much faster, while most security teams still run pentests annually. And this leads to a relentless increase in security gaps. Traditional pentesting brings depth but takes time, autonomous pentesting moves fast but misses logic flaws that cause real breaches. Relying on one approach is like defending your business security with either walls or guards, never both.

OpenClaw Security Checklist for CISOs: Securing the New Agent Attack Surface

OpenClaw exposes a fundamental misalignment between how traditional enterprise security is designed and how AI agents actually operate. As an AI agent assistant, OpenClaw operates with human permissions, executes actions autonomously, and processes untrusted content as input, all while sitting outside the visibility of conventional security tools.