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Category — AI Agents
Your AI Agents Are Already Inside the Perimeter. Do You Know What They're Doing?

Your AI Agents Are Already Inside the Perimeter. Do You Know What They're Doing?

May 06, 2026 Compliance / Data Security
Analysts recently confirmed what identity security teams have quietly feared: AI agents are being deployed faster than enterprises can govern them. In their inaugural Market Guide for Guardian Agents, Gartner states that “enterprise adoption of AI agents is accelerating, outpacing maturity of governance policy controls.” Enterprise leaders can request access to the Gartner Market Guide for Guardian Agents , available complimentary from Orchid Security. The challenge is not simply one of tooling. It is a structural gap in how identity has been managed over the past decades. Traditional identity and access management were designed for human users to log in and out of systems. AI agents operate differently — they run continuously, span multiple applications, acquire permissions opportunistically, and generate activity at machine speed. The result is yet another form of what Orchid Security calls "identity dark matter": an invisible and unmanaged layer of identity activity op...
Toxic Combinations: When Cross-App Permissions Stack into Risk

Toxic Combinations: When Cross-App Permissions Stack into Risk

Apr 22, 2026 SaaS Security / AI Agents
On January 31, 2026, researchers disclosed that Moltbook, a social network built for AI agents, had left its database wide open, exposing 35,000 email addresses and 1.5 million agent API tokens across 770,000 active agents. The more worrying part sat inside the private messages. Some of those conversations held plaintext third-party credentials, including OpenAI API keys shared between agents, stored in the same unencrypted table as the tokens needed to hijack the agent itself. This is the shape of a toxic combination: a permission breakdown between two or more applications, bridged by an AI agent, integration, or OAuth grant, that no single application owner ever authorized as its own risk surface. Moltbook's agents sat at that bridge, carrying credentials for their host platform and for the outside services their users had wired them into, in a place that neither platform owner had line of sight into. Most SaaS access reviews still examine one application at a time, which is...
How to Stop AI Data Leaks: A Webinar Guide to Auditing Modern Agentic Workflows

How to Stop AI Data Leaks: A Webinar Guide to Auditing Modern Agentic Workflows

Mar 10, 2026 Artificial Intelligence / Threat Detection
Artificial Intelligence (AI) is no longer just a tool we talk to; it is a tool that does things for us. These are called AI Agents . They can send emails, move data, and even manage software on their own. But there is a problem. While these agents make work faster, they also open a new "back door" for hackers. The Problem: "The Invisible Employee" Think of an AI Agent like a new employee who has the keys to every office in your building but doesn't have a name tag. Because these agents act on their own, they often have access to sensitive information that nobody is watching. Hackers have figured this out. They don't need to break your password anymore—they just need to trick your AI Agent into doing the work for them. If your company uses AI to automate tasks, you might be at risk. Traditional security tools were built to protect humans, not "digital workers." In our upcoming webinar, Beyond the Model: The Expanded Attack Surface of AI Agen...
cyber security

From Prompts to Production: The Technical Guide to Secure Vibe Coding

websiteWizAI Security / Vibe Coding
Strengthen security across your AI development workflows and secure AI-generated applications with Vibe Coding best practices.
cyber security

Zscaler ThreatLabz 2026 VPN Risk Report with Cybersecurity Insiders

websiteZscalerAI Security / Network Security
VPN Risk Report reveals attackers using AI to move at machine speed, leaving legacy VPNs exposed.
Your AI Agents Might Be Leaking Data — Watch this Webinar to Learn How to Stop It

Your AI Agents Might Be Leaking Data — Watch this Webinar to Learn How to Stop It

Jul 04, 2025 AI Security / Enterprise Security
Generative AI is changing how businesses work, learn, and innovate. But beneath the surface, something dangerous is happening. AI agents and custom GenAI workflows are creating new, hidden ways for sensitive enterprise data to leak —and most teams don’t even realize it. If you’re building, deploying, or managing AI systems, now is the time to ask: Are your AI agents exposing confidential data without your knowledge? Most GenAI models don’t intentionally leak data. But here’s the problem: these agents are often plugged into corporate systems—pulling from SharePoint, Google Drive, S3 buckets, and internal tools to give smart answers. And that’s where the risks begin. Without tight access controls, governance policies, and oversight, a well-meaning AI can accidentally expose sensitive information to the wrong users—or worse, to the internet. Imagine a chatbot revealing internal salary data. Or an assistant surfacing unreleased product designs during a casual query. This isn’t hypot...
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