Security | Threat Detection | Cyberattacks | DevSecOps | Compliance

Top AI Governance Tools for Shadow & Agentic Risks

AI governance platforms are evolving rapidly to manage new challenges such as shadow AI and agentic AI. These complexities arise as AI systems grow beyond traditional boundaries, operating autonomously and often without clear oversight. This article explores how leading AI governance solutions, especially Kovrr’s integrated platform, address these challenges through comprehensive visibility, risk quantification, compliance automation, and active enforcement.

RubyGems supply chain attack: malware used as a credential exfiltration dead drop

Package registries have a well-known abuse pattern: attackers upload malicious packages, and unsuspecting developers install them. Our researchers just found the pattern working in reverse, in a RubyGems supply chain attack that turns the registry into a place to stash stolen data rather than deliver it.

A Framework for Vulnerability Mitigation

Vulnerability management has long been seen as one of the most straightforward areas in security. Scan your assets, identify vulnerabilities, prioritize the findings, and patch what you can. On paper, it looks like a repeatable process. But in reality, vulnerability mitigation is anything but simple. Environments are constantly changing. Assets come and go. New integrations, temporary exceptions, and incomplete inventories make it hard to know what is truly at risk.

RAG vs Fine-Tuning: When to Use Each for Enterprise GenAI Applications

Let's suppose that your business is about to implement GenAI (generative AI). In this case, the conversation inevitably boils down to a dilemma: RAG (Retrieval-Augmented Generation) or Fine-Tuning. At first glance, these appear to be two competing methods for tackling the same problem-getting a base LLM (Large Language Model) to speak your company's language.

Embracing the Benefits of Smart Glasses Safely in the Workplace

We are witnessing a massive shift in how we secure corporate networks. Security operations centers used to be dedicated to protecting static desktop stations, local servers, and company-issued mobile hardware. However, today's spatial computing and edge-based AI have delivered a new, largely unregulated hardware threat directly into the corporate space - face-worn consumer hardware.

Everything you need to know for a career in cybersecurity

So, you want to be a cybersecurity analyst. With the rise in high-profile data breaches, privacy concerns and rapid technological advancements, there’s a greater demand for cybersecurity analysts now. And the demand for cybersecurity analysts is only expected to grow. But before you get too far into pursuing this job, let’s look into the basics of this profession. Below, we answer the most frequently asked questions about becoming a cybersecurity analyst.

Brace Yourself: Denial-of-Service in a Billion-Download Dependency

brace-expansion is a very popular npm package with over 38 billion all-time downloads (yeah, over 38,000,000,000) and used by tooling almost every JavaScript project relies on - eslint, glob, and npm itself. Despite being in the public eye for a while, we found a new Denial-of-Service vulnerability that could affect millions. This post walks through what the package does, existing issues that were fixed, and the new one we found - CVE-2026-13149.

Critical Remote Code Execution Vulnerability in libssh2 Client Library Require Urgent Mitigation

A suite of severe vulnerabilities has been disclosed in libssh2 (an SSH client library widely embedded in software such as curl, Git GUI clients, PHP, backup tools, and many IoT/embedded devices). The most critical, CVE-2026-55200 (CVSS 9.2/9.8), is a memory corruption bug in libssh2’s ssh2_transport_read() triggered by a malicious SSH server pre-authentication via a crafted packet_length.

CVE-2026-48558: Critical Authentication Bypass Vulnerability in SimpleHelp RMM Exploited for Credential Theft and Malware Delivery

CVE-2026-48558 is a critical authentication bypass vulnerability in SimpleHelp Remote Monitoring and Management (RMM) software, caused by improper validation of OpenID Connect (OIDC) token signatures. When OIDC is configured with group-authenticated login settings, unauthenticated attackers can forge identity tokens to bypass multi-factor authentication and gain privileged technician-level access to vulnerable SimpleHelp servers — without valid credentials.