Security | Threat Detection | Cyberattacks | DevSecOps | Compliance

Explainable AI in Email Security: From Black Box to Clarity

Generative AI and sophisticated social engineering have reshaped the cybersecurity landscape in 2026. Traditional "castle-and-moat" defenses centered on the Secure Email Gateway (SEG) are increasingly pressured by machine-scale attacks designed to bypass static filters. As organizations shift toward Integrated Cloud Email Security (ICES) models, a new technical and psychological barrier appears: the "black box" problem of defensive AI.

Why API Discovery Is the First Step to Securing AI

AI risk doesn’t live in the model. It lives in the APIs behind it. Every AI interaction triggers a chain of API calls across your environment. Many of those APIs aren’t documented or tracked. That’s your real exposure. Shadow API discovery gives you visibility into those hidden endpoints, so you can find them before attackers do. If you don’t know which APIs your AI relies on, you can’t secure the system.

7 Practical Ways to Shrink Your Digital Footprint in 2026

The average internet user now leaks more personal data in a single day of routine browsing than most people disclosed in a decade two generations ago. Ad networks track page views, data brokers aggregate public records into sellable dossiers, and AI systems ingest everything from social posts to leaked databases to build inferred profiles of individuals. Privacy Rights Clearinghouse has catalogued more than 750 data brokers operating in the United States alone, and industry analysts estimate the broader data-broker economy will grow past half a trillion dollars by the end of the decade.

Claude Mythos, Project Glasswing, and the Machine-Speed Security Race

Anthropic’s latest Claude news shows how AI is compressing the time from vulnerability discovery to credentialed lateral movement, and why security teams need behavior-based detection across humans and AI agents. Anthropic’s Project Glasswing, announced on April 7, 2026, gives selected partners early access to Claude Mythos Preview for defensive cybersecurity work. Anthropic says the model has already identified thousands of zero-day vulnerabilities across critical infrastructure.

Frontier AI for Defenders: CrowdStrike and OpenAI TAC

CrowdStrike has been selected for OpenAI's Trusted Access for Cyber (TAC) program. Today, OpenAI released GPT-5.4-Cyber, a frontier model designed for defensive cybersecurity, and expanded the TAC program to give verified, selected defenders governed access through identity verification and tiered controls. CrowdStrike continues to lead the market in secure AI adoption, trusted by AI leaders and organizations of all sizes to accelerate the world's AI revolution.

Point-in-time GRC is obsolete. What's replacing it? It isn't AI alone

The last generation of Governance, Risk and Compliance (GRC) software built a multi-billion dollar ecosystem by becoming systems of record for risk. ServiceNow became the system of IT workflows. Archer for audits. Diligent for policy management. Own the control framework, own the workflow, own the audit trail. It worked: for a world where risk moved slowly enough to be captured annually. That world is gone. Point in time attestations are obsolete. The Apple Watch didn’t replace the annual checkup.

How Lean Security Teams Stay Ahead of AI-Powered Attacks

In “Terminator 2“, the T-800 does not win because humans worked harder. It wins because the same machine capability that made it dangerous was reprogrammed to fight for the defenders. Project Glasswing is exactly that. Claude Mythos Preview is Anthropic’s most powerful AI model and the one they refused to release publicly because it autonomously found thousands of zero-day vulnerabilities across every major operating system and browser. Flaws that decades of expert review never caught.

Stop Guessing AI Security: A Maturity Reality Check

Mend.io, formerly known as Whitesource, has over a decade of experience helping global organizations build world-class AppSec programs that reduce risk and accelerate development -– using tools built into the technologies that software and security teams already love. Our automated technology protects organizations from supply chain and malicious package attacks, vulnerabilities in open source and custom code, and open-source license risks.

AI Agents Are Already Running the Enterprise. Security Hasn't Caught Up.

For years, conversations about AI security risks were framed as forward-looking. Organizations were told to prepare for a future where autonomous agents would act on their behalf, access sensitive systems, and make consequential decisions without human intervention at every step. That future, it turns out, is now.