Security | Threat Detection | Cyberattacks | DevSecOps | Compliance

AI Model Governance: Framework, Roles, Controls and Implementation Checklist

AI models rarely become a governance problem because of the model alone. The real risk often emerges from what surrounds it: the data it receives, the decisions it influences, the systems it can access, and the people accountable for its outcomes. That makes AI model governance a lifecycle discipline, not simply a model approval process. Even NIST’s AI Risk Management Framework treats governance as a function that cuts across the entire AI lifecycle.

Threat Hunting to Detection Engineering, Part 2: Validating Rules Against Live Malware with Claude and LimaCharlie

Senior Solutions Engineer In Part 1, we looked at how to use Claude to analyze an unknown binary given a basic Linux system. Analysis is only half of the job, though, and while we can reasonably assume that our rules will work, especially for high-fidelity indicators such as hashes and IPs, rules looking for behaviors get more challenging to build and validate.

The PAM blind spot: Where your AI agents are getting breached

Non-human identities (NHIs) are not new. We have run service accounts, scripts and machine credentials for years. What changed is the population. Every automation project and every AI investment adds more of them, and they now sit in the foreground of the security conversation, versus the background. You have probably seen the ratios in every deck on the topic. One hundred NHIs per human. Two hundred to one. Pick a number. The point in this session was that the exact ratio does not matter much anymore.

The Truth About Server Rentals!

Imagine you have just bought a brand-new Ferrari. It is sleek, ridiculously fast, and smells like success. Now imagine trying to squeeze that engineering masterpiece into a cramped, shared communal garage with fifty neighbors who park their broken minivans inches from your doors, leave open paint cans lying around, and occasionally block the exit for hours. Sounds completely insane, right? Yet every single day, thousands of smart, growing businesses make this exact mistake with their digital infrastructure.

How to Protect Digital Ministries in the Age of Cloud Computing

Church ministry no longer stops at the sanctuary door. Livestreams, online giving, prayer forms, volunteer platforms, email systems, and social channels now carry much of the weekly work. That reach is certainly important. But still, every new account creates another place where credentials, personal records, or payment information can slip into the wrong hands. Churches often manage this digital estate with small teams, rotating volunteers, and limited technical oversight.

Cloud Computing Security for Community Organizations: Protecting Sensitive Data

Church work today runs through shared drives, livestreaming platforms, donation portals, email accounts, volunteer databases, and pastoral care systems. That shift happened gradually, often without a formal security plan. One tool arrived for scheduling, and another handled giving. At the same time, someone created a spreadsheet for member details. Before long, sensitive information sat across several cloud services, managed by staff and volunteers with very different technical skills.

Board Foot Calculator Apps for Android

This is a working comparison of five Android options, written for people who bid, order, and take delivery on lumber for a living. No formula refresher, no explanation of what a quarter is. The question here is narrower: which board foot calculator app for android holds up when the tape says 6' 2-13/16", the crew is waiting, and a rounding error becomes a short order or a return trip.

Security by Design: Incorporating Cybersecurity into Early-Stage Software

In today's hyper-connected digital economy, launching a new software application requires balancing speed, innovation, and technological resilience. Early-stage founders and product teams naturally focus on building compelling user interfaces, refining core value propositions, and validating market demand as quickly as possible. However, treating information security as an afterthought or a secondary milestone to address post-launch creates massive operational vulnerabilities that bad actors can easily exploit.

Why unmanaged RDP is risky at enterprise scale (and how to regain control)

Remote Desktop Protocol (RDP) is the path of least resistance for gaining access to another Windows machine. It is built into the OS, it is free, and almost every admin and help desk technician already knows how to fire up mstsc.exe and type in a hostname-as simple as that. That convenience is exactly why RDP is everywhere inside corporate networks.

Pikabot Malware: Delivery Methods, Evasion, and Impact

Originating in early 2023, Pikabot emerged as a significant malware loader. Over the past year, ThreatLabz has diligently monitored its development and operational methods. Notably, there was a surge in Pikabot’s usage in the latter part of 2023, attributed to a BlackBasta ransomware affiliate adopting Pikabot post the FBI-led Qakbot takedown. However, Pikabot’s activity ceased shortly after Christmas 2023, with version 1.1.19 marking its endpoint.