Security | Threat Detection | Cyberattacks | DevSecOps | Compliance

The biggest challenge in cybersecurity is no longer just detecting threats. It's doing so before time runs out. Artificial intelligence is no longer confined to automating isolated tasks within an attack. It is enabling threats to operate as continuous systems that can adapt, coordinate, and evolve in real time, drastically reducing the time security teams have to react. This shift is doing more than simply increasing the volume of offensive activity.

In March 2026, attackers from the TeamPCP group compromised Trivy (CVE-2026-33634) — a widely-deployed open-source vulnerability scanner running in thousands of CI/CD pipelines — and turned it into a credential harvester. SSH keys, Kubernetes secrets, cloud tokens — secrets accessible to any pipeline that ran a compromised version — were exposed. The attacker retained access long enough to exfiltrate newly rotated secrets before the window closed.

CVE-2026-55957 is a missing critical step in authentication in Apache Tomcat, present when the JNDIRealm is configured to authenticate binds using GSSAPI. The vulnerability carries a CVSS v3.1 base score of 9.8 (Critical), based on network attack vector, low attack complexity, no privileges required, and no user interaction.

SUMMARY – If you lose your.tf files, your Infrastructure as Code (IaC) stays up, but becomes entirely unmanaged.– Having a backup saves your team from weeks of manually reverse-engineering code to hit your RTO.– Your automated deployments rely entirely on the IaC—if the code vanishes, your CI/CD instantly stalls.– The Git commit history is the exact proof you need to pass strict audits like NIS2, SOC 2, and ISO 27001.– Setting up a dedicated Terraform backup means you c

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Here is a scene every security team knows. A reverse shell opens a connection to an external address, pulls a service-account token, and starts moving against your cloud identity. Two rows below it on the same dashboard sits a payload that hit a front-end container and never executed. Both are tagged high severity. Both are competing for the same analyst’s attention at the same moment.

How do we keep our Sonicwall certificates up to date as certificate lifetimes get shorter? We’re already at 200 day certs with 100 then 47 day certificates coming soon. A certificate you used to touch once every year now needs replacing up to twelve times a year. Doing this by hand is out of the question, no one has the time. Even if they did, the frequent updates is just asking for mistakes. Luckily, this can be automated using the SonicOS API.

Three weeks ago, it was ServiceNow: an endpoint that never asked who was calling, exposing customer data to anyone who asked. This time it’s Oracle PeopleSoft, exploited at scale by the threat actor ShinyHunters. Two platforms, two different vendors, the same root failure: an endpoint that skipped the one question it existed to ask. That’s not a coincidence you write off as bad luck at two companies.

AI agent security solutions fall into two categories. Some use AI agents to perform security work, such as red teaming, pentesting, SOC investigation, threat hunting, and risk analysis. Others protect AI agents, copilots, MCP servers, and agentic workflows from vulnerabilities such as over-permissioning, prompt injection, unsafe tool use, data exposure, and unauthorized actions.

Veil#Drop is a sophisticated multi-stage malware delivery framework that combines social engineering, compromised websites, malicious JavaScript launchers, PowerShell download cradles, and trusted cloud-hosted infrastructure to deploy PureLog Stealer entirely in memory. The infection chain begins with a deceptively named JavaScript file masquerading as a document (e.g., transcript.pdf.js), which executes through Windows Script Host and launches PowerShell with execution policy bypasses enabled.