Security | Threat Detection | Cyberattacks | DevSecOps | Compliance

Let’s face it: The cloud has become the go-to platform for modern infrastructure—and for good reason. Scalability, flexibility, and speed are hard to beat. But as organizations increasingly rely on the cloud to run their critical operations, the threat landscape is evolving just as fast. And attackers? They’re getting smarter, stealthier, and more cloud-savvy by the day. That’s why monitoring cloud network traffic is no longer optional—it’s essential.

In this post, we introduce our “Adversarial AI Explainability” research, a term we use to describe the intersection of AI explainability and adversarial attacks on Large Language Models (LLMs). Much like using an MRI to understand how a human brain might be fooled, we aim to decipher how LLMs can be manipulated.

With the pace of growth in financial services accelerating, fintech is, in real terms, the new normal, not the new disruptor. Cloud technology has fueled this revolution, equipping companies with tools that can be scaled quickly in response to customer demands and market needs, and enabling cost savings that can be passed on to these customers.

APIs (Application Programming Interfaces) are the invisible backbone of everything from mobile banking to cryptocurrency exchanges. These powerful interfaces enable transactions to become frictionless, allowing data to be shared in real-time and services to be integrated in new ways across platforms, thereby transforming the way financial services operate and delivering customer value. But that very interconnectedness that drives innovation also creates new points of risk.

We admit it – we’ve had our heads in the clouds recently. Since we started working with Wiz as one of their integration partners, we’ve been spending even more time thinking about cloud assets. And these assets are everywhere! Gartner predicts double digit growth across all cloud segments in 2025.

MCP rapidly enhances AI capabilities but introduces security challenges through its distributed architecture. Especially, the distributed nature of MCP requires a lot of NHIs and their secrets. Our research shows that MCP is a new source of leaks that already discloses real-world secrets.