Zenity Labs

Agent-to-Agent Exploitation in the Wild: Observed attacks on Moltbook

Agent-targeted social engineering and attacks observed on a live agent network

Clawdbot: More than you bargained for?

Agentic Recon: Discovering and Mapping Public AI Agents

A Copilot Studio case study in agent discovery and capability mapping

Threat Actors Are Already Scanning For Your AI Deployments and Middleware

What recent scanning activity means for your AI middleware and agentic deployments

Moving The Decision Boundary of LLM Safety Classifiers

How a new fine-tuning approach can mitigate the problem of inaccurate safety paths

Hardening OpenAl's Atlas: The Relentless Challenge of Securing an Untrusted Browser Agent

Claude in Chrome: A Threat Analysis

Connected Agents: The hidden agentic puppeteer

Exploiting Copilot Studio's newest feature and exploring protection options

The Geometry of Safety Failures in Large Language Models

A deep dive into activation space of prompts in safety classifiers. Showing not why - but where - safety fails in LLM classifiers meant to detect malicious prompts.

Inside the Agent Stack: Securing Agents in Amazon Bedrock AgentCore

An in-depth examination of emerging risks and effective mitigation techniques for protecting AI agents operating within the Bedrock AgentCore ecosystem.

Inside the Agent Stack: Securing Microsoft Foundry-Built Agents

A deep dive into realistic threat scenarios and practical strategies for securing enterprise AI agents built in Microsoft Foundry.

Enabling Safety in AI Agents via Choice Architecture

How adding a single safety labeled tool to an LLM's toolset can sharply increase its defense