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Threat-model a browser/computer-use agent

P3 Agent systemM9D9C6
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Week 10: Governance, Tamper-Evident Ledger & Browser/Computer-Use Agent Security

The five hours

  1. 01

    Concepts & system design

    60 min

    R33 — Playwright browser contexts & isolation

    R41 — OWASP Agentic webpage & computer-use threats

    Read the assigned sections; map the mechanism, threat model and trade-offs.

  2. 02

    Project implementation

    120 min

    Threat-model P3's browser/computer-use agent: LLM, Playwright browser context, untrusted DOM/webpage, identity provider, cookies, local filesystem, network egress, human operator, and D9 Pixel Auditor.

    Build, integrate, debug and improve the increment in the active project.

  3. 03

    Security lab

    60 min

    Mark every trust boundary and define Abuse Cases for invisible DOM overlays, clickjacking, cookie theft, and drive-by downloads.

    Test the abuse case, failure path, authorization bypass or resource limit.

  4. 04

    Verification & evidence

    30 min

    Browser/computer-use agent STRIDE threat model and architecture diagram.

    Add or run regression tests; record the 9-point evidence record.

  5. 05

    Deliberate practice & Socratic review

    30 min

    Answer the 8 Socratic questions without notes: What? Why? How? What if? Why not? How can I prove it? Where can it break? What have I learned?

    Re-explain the hardest concept aloud, inspect one edge case, update the gap log.

  6. total5 h

Read today · inside the concepts block

R33 R41

Read only the named sections needed for today's task. Reading sits inside the 60-minute concepts block; it is not extra time.

Free resources for this day

5 curated
  • docsOWASP Cheat Sheet Series · long-form reference
    AI Agent Security - OWASP Cheat Sheet Series

    Walks the agentic threat taxonomy (tool misuse, excessive agency, memory poisoning, inter-agent trust, human oversight) so you can label every trust boundary between the LLM, browser context, cookies, filesystem, egress and human operator in the P3 threat model.

    R41checked 2026-11-11
  • docsPlaywright · reference
    Trace viewer | Playwright

    Explains how a trace records per-action DOM snapshots, screenshots and network calls with timestamps, which is exactly the evidence trail you need when reasoning about what an agent could see and click during a run.

    R33checked 2026-11-11
  • videoIBM Technology · 10 min
    Securing AI Agents: How to Prevent Hidden Prompt Injection Attacks

    Shows how hidden page content reaches a browser agent through the DOM and why the model cannot distinguish data from instructions, the core attack edge you must draw when threat-modeling the browser/computer-use agent.

    R41checked 2026-11-11
  • videoEmbrace The Red · 58 min
    Agentic ProbLLMs: Exploiting AI Computer-Use and Coding Agents (39c3)

    Concrete exploitation walkthroughs against computer-use agents (persistent injection, tool abuse, session abuse) that map directly onto the assets in P3: browser context, identity provider, cookies, filesystem and egress.

    R41R33checked 2026-11-11
  • articlePalo Alto Unit 42 · ~12 min read
    Fooling AI Agents: Web-Based Indirect Prompt Injection Observed in the Wild

    Documents real web-delivered indirect prompt injection chains, giving you observed attacker behavior to justify threats and mitigations rather than hypothetical ones in the P3 threat model.

    R41checked 2026-11-11

Evidence record · 9-point standard

0/9

A lab is complete only when it produces evidence. Installing PyRIT, Garak, Presidio or TransformerLens is not completion. Saved on this device only.

Day notes

empty

The two source formulations

verbatim · nothing summarised

Project & Deliverable Target

P3 (C6) | `D9` (Computer-Use Pixel Auditor) | M9

Core Implementation

Threat-model P3's browser/computer-use agent: LLM, Playwright browser context, untrusted DOM/webpage, identity provider, cookies, local filesystem, network egress, human operator, and D9 Pixel Auditor.

Security Lab

Mark every trust boundary and define Abuse Cases for invisible DOM overlays, clickjacking, cookie theft, and drive-by downloads.

Verification & Evidence

Browser/computer-use agent STRIDE threat model and architecture diagram.

Read Today (60m Concepts Block)

R33 (Playwright browser contexts & isolation), R41 (OWASP Agentic webpage & computer-use threats).

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