Black Hat SecTor

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Come see Zenity (Booth #716) at in Toronto! This event brings together experts (cybersecurity manager professionals, managers, and executives) from around the world to share their latest research and techniques involving underground threats and corporate defenses.


Zenity is the first security and governance platform purpose-built for AI agents - spanning SaaS, home grown platforms (Cloud), and end-user devices (Endpoint).


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Black Hat SecTor Session

Invitation Is All You Need! Invoking Gemini for Workspace Agents with a Simple Google Calendar Invite


In this talk, we introduce a new variant of Promptware called Targeted Promptware Attacks. In these attacks, an attacker invites a victim to a Google Calendar meeting whose subject contains an indirect prompt injection. By doing so, the attacker hijacks the application context, invokes its integrated agents, and exploits their permission to perform malicious activities. We demonstrate 15 different exploitations of agent hijacking targeting the three most widely used Gemini for Workspace assistants: the web interface (www.gemini.google.com), the mobile application (Gemini for Mobile), and Google Assistant (which is powered by Gemini), which runs with OS permissions on Android devices.

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Black Hat SecTor Session

One Agent to Rule Them All: How One Malicious Agent Hijacks A2A System


In this presentation, we will highlight a key vulnerability in these protocols: integrating outsourced agent card's text into the delegator agent's instructions introduces a backdoor for cyber security attacks. Our presentation will first explain the protocol design and its weaknesses. Then, we will show how malicious agents with hidden prompt injection can bypass current defenses and checks. We will also present a way to combine user's trust in LLMs and LLM hallucinations to drive the user to install malicious agent.

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