Security | Threat Detection | Cyberattacks | DevSecOps | Compliance

How Aikido Intel detects malware and vulnerabilities first

TL;DR: Aikido Intel is a real-time supply chain intelligence feed. It detects both malware and vulnerabilities in open-source ecosystems. Aikido's world-class researchers maintain our LLM-powered pipeline to find malware and validate the most malicious cases by hand. The vulnerability detection system monitors package changes across ecosystems to catch and document vulnerabilities that don’t have CVEs assigned.

Finding Just Got Free: That's Why Fixing Is the Only Game That Matters

When Anthropic revealed Claude Mythos and Project Glasswing, the industry did what the industry always does with a frontier-AI story: it reached for the alarm. The headlines, Reddit threads, and back-channel conversations all focused on the same things: All of that is real, and none of it is the part that should keep a security leader up at night. Here is the part that should.

8 Fleet Cybersecurity Metrics Worth Tracking

Running a modern fleet involves far more technology than it did a decade ago. Vehicles now connect with GPS devices, mobile apps, cloud platforms, maintenance software, and outside service providers. Those tools make routine work easier, but every connection also creates another place where credentials, equipment, or sensitive information could be exposed.

JADEPUFFER: How an Agentic Ransomware Attack Unfolded

In early July 2026, researchers at Sysdig published an analysis of what they assess to be the first documented case of agentic ransomware. The threat actor, which Sysdig calls JADEPUFFER, launched an extortion attack driven end to end by a large language model (LLM) rather than a conventional human-operated toolkit.

Why You Must Still Review AI Code

In this video, we break down why skipping code reviews is a massive mistake that will ultimately slow you down, leave you vulnerable, and compromise your system's accountability. We dive into three concrete reasons why reviewing AI-generated pull requests actually makes you a faster, safer developer, including a real-world story of a production bug caught in under 90 seconds. Resources Chapters.

Emerging Threat: (CVE-2026-56291) Balbooa Forms Remote Code Execution via Unauthenticated File Upload

CVE-2026-56291 is an unauthenticated arbitrary file upload vulnerability in Balbooa Forms, a commercial drag-and-drop form builder for Joomla installed as the com_baforms component. The flaw is classified as CWE-434, unrestricted upload of a file with a dangerous type. The vulnerability carries a CVSS v3.1 base score of 9.8 (Critical). It has also been assigned a CVSS v4.0 base score of 10.0 (Critical), with an exploitation maturity of “attacked.”

CVE-2026-48282: ColdFusion RDS Vulnerability Actively Exploited

Enterprises running Adobe ColdFusion often carry legacy development features forward long after the original use case is gone. Remote Development Services (RDS) is a good example: a convenience feature that lets an IDE talk to a live ColdFusion server, left switched on from an old dev workflow years after anyone remembers why.

Symlinks Are Still Scary (And Yes, You Can Commit Them to Git)

Here's a genuinely unsettling way to lose control of your laptop in 2026. You clone a normal-looking repo, ask your AI coding assistant to "set it up," and it writes an attacker's SSH key into your ~/.ssh/authorized_keys -- without ever really telling you that's what it did. No memory corruption, no zero-day, nothing clever. Just a file in the repo that wasn't the file it claimed to be. That attack is real, it's this week's news, and I'll walk through it. But the trick underneath is decades old.

Vulnerability Assessment: Definition, Types, Process, Cost, and Benefits

Vulnerability assessment is a systematic process that finds, assesses, and prioritises vulnerabilities in a system or application. Vulnerability assessment is considered a part of a larger family of vulnerability management. Vulnerability management is related to vulnerability analysis to identify conditions that lead to decision-relevant outcomes.