Security | Threat Detection | Cyberattacks | DevSecOps | Compliance

Securing AI API Keys From Development to Production

An AI feature can reach production before anyone has decided who owns its credentials. A developer creates an API key for a prototype, a colleague copies it into a background worker, and a troubleshooting session puts the same value into a support ticket. The application works, but the team can no longer say exactly where its access begins or ends.

Seedance 2.5: AI Video Is Learning to Handle What Happens Between the Shots

Turning a photograph into moving footage has become familiar. The details that make people keep watching usually come from the relationships inside the frame: why a character turns at that moment, why the product appears there, why the music lands on that beat, and how the camera carries the viewer toward what comes next.

uMobix and the Missing Middle: What Happens Between "Everything Is Fine" and a Real Online Problem

Most parenting advice about online safety talks in two modes: everything is fine, or something is seriously wrong. What rarely gets discussed is the long, ambiguous stretch in between, where a little secrecy, an odd new habit, or a slightly different mood doesn't clearly belong to either category. That missing middle is where most real situations actually live, and it's exactly where parents feel least equipped to act, since nothing they've read prepares them for something that isn't clearly one thing or the other.

9,000+ Incident Response Investigations Later: The 11 Essential Cybersecurity Controls

Organizations with mature security programs still get breached. Teams that pass audits still find themselves responding to ransomware, Business Email Compromise (BEC), and credential theft. The controls that satisfy an audit requirement and the controls that significantly reduce the likelihood, impact, and cost of an intrusion are often not the same.

CISO Risk Intel Brief: Exploited Control Planes, Not Patch Volume, Define Residual Risk

This executive intelligence briefing covers from the past week (2–9 September 2026) and the past month (approximately 10 August – 9 September 2026). CISOs, start here: do not open a 974-row spreadsheet. That queue is the failure mode. This week’s material risk sits in four places you can name before noon.

FIPS 140-2 vs FIPS 140-3, Explained

FIPS 140-3 is the current standard for validating cryptographic modules, which are the specific hardware or software components that implement encryption and manage keys inside a defined boundary. FIPS 140-3 was approved on March 22, 2019, became effective on September 22, 2019, and supersedes FIPS 140-2, which dates back to 2001. Most FIPS 140-3 security requirements come from ISO/IEC 19790:2012, with test requirements drawn from ISO/IEC 24759:2025.

Ransomware in OT environments: why it's different and how to recover

OT ransomware is not IT ransomware with an industrial label. An encrypted HMI, engineering workstation, SCADA server or virtualization host can remove operator visibility and force a controlled shutdown even when PLCs continue running. Recovery ends only when operations, engineering, safety and security agree that restored systems and the physical process are trustworthy.

MFA for Telecommunications: Securing Networks, Admins, and Customer Accounts

A single telecom login is one of the most dangerous keys in existence. Behind it sit subscriber identities, billing systems, and the network backbone every other industry depends on. In April 2025, SK Telecom admitted attackers had stolen authentication records tied to its USIM cards, affecting 27 million subscribers, with malware present for years before discovery. Weeks earlier, the FBI warned of a campaign using AI-generated voice and text to trick targets into handing over account access.

How Is AI Transforming Identity and Access Management?

Traditional Identity and Access Management (IAM) relies on authentication methods, predefined roles, and access policies to control who can access business applications and data. These controls remain essential, but they do not always provide enough context to identify unusual behavior or changing access risks. AI in Identity and Access Management (IAM) adds another layer of intelligence by analyzing login context, user behavior, device information, access patterns, and identity activity.