Blog
Cybermatch research
Category deep-dives, buyer's guides, and the occasional deployment story from the field.
Top Penetration Testing Tools by Use Case
Abstract Penetration testing tools help security teams identify and prove exploitable weaknesses across different targets and operating models. Start with the use case, then compare safeguards, evidence, operator effort, data…
The Essential Guide to External Attack Surface Management (EASM) in an AI World
Abstract The asset you forgot about is still visible to an attacker. Attackers now have less time between finding a weakness and trying to exploit it. In the 2026 Verizon…
12 Best AI TRiSM Tools for 2026
Abstract / TL;DR AI TRiSM tools help security, risk, and AI teams govern, test, secure, and monitor production AI systems. This guide compares 12 tools across AI governance, shadow AI…
Vulnerability Assessment: A Complete Guide for an AI World
Abstract: A vulnerability assessment in an AI environment is a systematic process for identifying, analyzing, and prioritizing security risks across traditional infrastructure and AI-specific components, including language models, agents, vector…
Best AI Security Posture Management Tools in 2026: A Practical Buyer’s Guide
Reading time: ~14 minutes | Last updated: April 2026 TL;DR AI usually breaks quietly. More often, it drifts into risk unnoticed: an agent gets broader permissions than intended, a retrieval…
Top 10 LLM Security Risks to Look Out For
AI does not fail loudly. It often answers with confidence, even when it is being steered, spoofed, or slowly drained of sensitive data. That is why LLM security is not…
6 Steps to a Successful NGINX Docker Image Setup
If you spin up an NGINX server in Docker, you will be live in 30 seconds. The catch? Attackers can also find you almost as quickly. That ease of use is…
12 Best API Security Tools (Buyer’s Guide)
APIs often fail in the quietest way possible: everything returns 200 OK while someone walks your data model with perfectly valid requests. If you’re building microservices, partner integrations, or internal…
Top 11 Software Composition Analysis Tools (By Category)
The flood of open-source code into software projects isn’t slowing down, and neither are the associated risks. What used to be a handful of hand-picked libraries is now a complex…
7 Key Best Practices for Cloud Data Security
Protecting your organization’s data is more important than ever. As businesses become cloud-native, it’s essential to understand how to keep data secure in this environment Without proper security measures, your…
What is Dark Data, and how do you find out if you have it?
Most organizations claim to be data-driven. They collect, store, and secure volumes of information—often at great expense. But here’s the uncomfortable truth: a large chunk of that data is doing…
6 SSO Security Requirements to Implement Today
Single sign-on authentication can be a blessing or a curse to your organization. When implemented with all SSO security requirements addressed, it provides a smooth experience for employee users while…
What is Price Scraping, and 6 Ways to Protect Your Website
Gone are the days when you drove for hours to get the best price on a specific product. Today, buyers have price comparison apps in their pockets and use price…
Top 7 Best SQL Injection Scanners
Picture this: You’re running a successful eCommerce business and suddenly notice a drop in sales. Further investigation reveals that your customer’s personal and financial information has been compromised. Your business…
A Definitive Guide to Cloud Application Security for 2025
As each year goes by, the world demands more from software applications. To meet this demand, data generation is skyrocketing. According to IDC, global data creation is projected to reach…
6 Essentials that Every Vendor Risk Management Strategy Must Have
Accellion, Kaseya, and Solarwinds are some of the most notable and newsworthy data breaches in recent times—and they are united by one key factor. Each was the victim of a…
Top 12 DevSecOps Tools for 2025
The rapid growth of AI and automation is changing how development teams work. Code is being written faster; teams are collaborating in new ways and vulnerabilities…well, they’re evolving just as…
OWASP Cheat Sheet for SDLC with Downloadable [XLS]
Building software is like constructing a house where common sense tells you not to wait for the roof to catch fire to install smoke detectors. Yet, that’s often the case…
SSDLC: 7 Steps to Create a Secure Software Supply Chain
Why reinvent the wheel when you can borrow from the best tools and let them reinvent it for you? As companies race to innovate, they’re increasingly tapping into third-party libraries,…
How to Perform Effective Application Dependency Mapping
Your biggest security threat might be a line of code nobody in your company wrote. In the case of the infamous vulnerability in Apache’s Log4j Java library, we saw this…
A Step-by-Step Guide to Running a SAST Test
Insecure code has become one of the biggest threats to modern software development, and AI may be making it worse. As developers are increasingly attracted to the convenience of machine-generated…
The Definitive Guide to Vulnerability Reachability Analysis for Q4 2024 – Pt 1
An Introduction To Reachability Analysis Introduction For modern application security teams, the challenge of prioritizing open-source vulnerabilities is quickly becoming too much to handle. Standard tools, like Software Composition Analysis…
The XZ Attack – A Software Supply Chain Earthquake
Undoubtedly one of the most notorious software supply chain attacks the software world has seen, the XZ attack sent shockwaves throughout the open-source community, marking a significant shift in the…
The Definitive Guide to Vulnerability Reachability Analysis – Part 2
Writing secure code in today’s digital landscape is more important than ever. Following up on the first part of Myrror Security’s Definitive Guide to Vulnerability Reachability Analysis, this piece…
The Software Supply Chain Security Landscape – Known & Unknown Risks
It’s already been four years since the high-profile SolarWinds attack, and yet the rate of software supply chain attacks is only growing – in 2022 alone, we saw a 742%…
Hackers Breach CyberLink in Software Supply Chain Attack
The Microsoft Threat Intelligence team suspects that the Lazarus group is behind a new attack on Cyberlink, a Taiwanese multimedia software company. Bleeping Computer reported the attack last Wednesday and…
Binary-to-source validation and keeping up with an undetectable threat
Intro In the Black Hat talk last month titled “Reflections on Trust in the Software Supply Chain,” Jeremy Long, founder and lead of OWASP’s dependency-check project, evaluated the current efforts…
Tampering Detection AI Engine — How to Prevent the Next Software Supply Chain Attack
What is tampering anyway? Tampering is the act of altering software to perform malicious intent. Tampering can be done by attackers seeking to inject malicious code into software in a…
SBOM is important, but don’t rely on it to prevent the next software supply chain attack
It started a while back. A software bill of materials (SBOM) was a unique idea put forth as a way to aggregate data about open-source licensing for individual software components…
3CX Software Supply Chain Breach — How can we prevent such attacks?
It happened again. Another software supply chain attack distributing malware to many customers. 3CX’s VoIP platform is widely used by businesses of all sizes worldwide. The company’s website shows that…