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BeyondTrust Phantom Labs™

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Phantom Labs™ researchers "think like attackers" to expose privilege escalation paths and identity attack vectors, helping defenders proactively uncover misconfigurations and detect threats in complex hybrid and cloud environments. Using advanced graph modeling, Phantom Labs™ researchers map attack paths to privileged access across cloud and on-premises infrastructure.

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AI Agents

A Security Researcher’s Guide to Understanding Copilot Studio AI Agents

A guide to understanding Copilot Studio AI agents, their deeper architecture on Entra ID and APIM, and key security risks.

Continue Reading :A Security Researcher’s Guide to Understanding Copilot Studio AI Agents
Reading Time: 3 mins
True Privilege Graph 2

Detecting Hidden Privilege with Machine Learning: Anomaly Detection in BeyondTrust’s True Privilege Graph

Hidden privilege paths are one of the most dangerous blind spots in identity security. In this Phantom Labs research blog, we explore how statistical modeling and machine learning applied to the BeyondTrust True Privilege™ Graph can detect anomalous privilege paths and unexpected access relationships across complex environments.

Continue Reading :Detecting Hidden Privilege with Machine Learning: Anomaly Detection in BeyondTrust’s True Privilege Graph
Reading Time: 5 mins
Hidden Permissions

Salesforce Access Risk: How Hidden Permissions Create Security Blind Spots

Uncover hidden power and privilege in your organization. Learn how scattered permissions, connected apps, and APIs create Salesforce access risk.

Continue Reading :Salesforce Access Risk: How Hidden Permissions Create Security Blind Spots
Reading Time: 4 mins
AI Security

Claude & Control: An Introduction to Agentic C2 with Computer Use Agents

This blog explores how computer use agents can be used to build an agentic command-and-control framework. By combining LLM reasoning with desktop interaction tools, attackers could automate endpoint control while blending into normal system behavior. Here, we break down the architecture, abuse scenarios, and detection opportunities.

Continue Reading :Claude & Control: An Introduction to Agentic C2 with Computer Use Agents
Reading Time: 12 mins
BT Resources BLOG thumbnails 2000x2000 33

How Command Injection Vulnerability in OpenAI Codex Leads to GitHub Token Compromise

The integration of AI coding agents into developer workflows have introduced new, high-impact attack surfaces. BeyondTrust Phantom Labs recently identified a critical command injection vulnerability in OpenAI Codex that allowed for the theft of GitHub User Access Tokens. This blog provides a deep dive into the exploit, the risks of automated token exfiltration, and essential mitigations for AI vendors and the organizations that deploy them.

Continue Reading :How Command Injection Vulnerability in OpenAI Codex Leads to GitHub Token Compromise
Reading Time: 4 mins
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AI Security: From a Threat Researcher’s Perspective

Continue Reading :AI Security: From a Threat Researcher’s Perspective
Reading Time: 29 mins
  • AI Agents
    May 26, 2026

    A Security Researcher’s Guide to Understanding Copilot Studio AI Agents

    Blog
    3m
  • True Privilege Graph 2
    Apr 27, 2026

    Detecting Hidden Privilege with Machine Learning: Anomaly Detection in BeyondTrust’s True Privilege Graph

    Blog
    5m
  • Hidden Permissions
    Apr 20, 2026

    Salesforce Access Risk: How Hidden Permissions Create Security Blind Spots

    Blog
    4m
  • AI Security
    Apr 9, 2026

    Claude & Control: An Introduction to Agentic C2 with Computer Use Agents

    Blog
    12m
  • BT Resources BLOG thumbnails 2000x2000 33
    Mar 30, 2026

    How Command Injection Vulnerability in OpenAI Codex Leads to GitHub Token Compromise

    Blog
    4m
  • BT Webinar Resource Card 660x660
    Feb 12, 2026

    AI Security: From a Threat Researcher’s Perspective

    On-Demand Webinar
    29m

Explore All Research:

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Hooked on Identity (Part 2): Abusing OAuth Trust Boundaries in Okta

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Hooked on Identity: Abusing SAML Assertion Inline Hooks in Okta

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A Security Researcher’s Guide to Understanding Copilot Studio AI Agents

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The AWS Bedrock API Keys Security Guide Part 2: Detection, Prevention, and Response

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The AWS Bedrock API Keys Security Guide Part 1: Risks, Vulnerabilities, and Attack Techniques

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Detecting Hidden Privilege with Machine Learning: Anomaly Detection in BeyondTrust’s True Privilege Graph

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Salesforce Access Risk: How Hidden Permissions Create Security Blind Spots

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Claude & Control: An Introduction to Agentic C2 with Computer Use Agents and Safeguard Bypasses

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How Command Injection Vulnerability in OpenAI Codex Leads to GitHub Token Compromise

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Pwning AI Code Interpreters in AWS Bedrock AgentCore

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From Heuristics to Histograms: Reinventing Kerberoasting Detections

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“Evil VM”: From Guest Compromise To Entra Admin In 9 Easy Steps

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Restless Guests: The True Entra B2B Guest Threat Model

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How to Detect Session Hijacking Before It’s Too Late: A Data Science Approach

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A Guide to Using Longitudinal Data Analysis for Improved Identity Threat Detection

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Entra ID App Escalations: Attacks & Defenses

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AD CS 102: How to Detect and Mitigate ESC4 Attacks on Active Directory Certificate Services

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AD CS 101: Introduction to Active Directory Certificate Services & How to Detect and Mitigate ESC1 Attacks

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