Slide 11 of 28
Part 2 — How It WorksSlide 11
Slide 11 · Type 1 — Real Example
AgentFlayer: 0-click data exfiltration from Microsoft Copilot Studio
A real documented attack — no user interaction required, tools did all the work.
Real Incident · 2024
AgentFlayer — Microsoft Copilot Studio

Security researchers demonstrated a "0-click" exploit against Microsoft Copilot Studio — an enterprise AI agent-building platform. The attack required no interaction from the victim beyond having the agent active.

How it worked: The attack exploited the fact that Copilot Studio agents had access to overly broad tool permissions by default. The agent could access and forward documents, emails, and files it was never intended to exfiltrate. A specially crafted input caused the agent to invoke these tools in a sequence that exfiltrated sensitive user data to the attacker.

No vulnerability in the tools themselves. No privilege escalation. The tools were doing exactly what they were designed to do — just being called in a sequence and for a purpose that wasn't intended.

Lesson: When enterprise AI agents ship with over-broad tool defaults, every user who deploys that agent inherits the attack surface. The blast radius isn't one deployment — it's every organization using the platform.
Real Incident · 2025
Amazon Q Developer — Secrets Leaked via DNS

Amazon Q Developer, an AI coding assistant, was demonstrated to be vulnerable to prompt injection attacks that caused it to use its network access tools to exfiltrate secrets. The agent had access to networking tools (legitimate — it needs them for code-related tasks) and those tools were used to encode and transmit secrets via DNS queries to attacker-controlled infrastructure.

The tool worked correctly. DNS resolution is a normal, authorized action. The misuse was in what was being resolved — a hostname encoding the secret as data.

Lesson: "Legitimate tool, normal output" is exactly the cover an attacker wants. Egress monitoring that validates content — not just destination — is required to catch this.
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