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Write a vulnerability report with severity rationale

P1 AssistantP2 RAG platformP3 Agent systemS12
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Week 12: Mechanistic Interpretability Investigation & Public CVE Security Teardowns

The five hours

  1. 01

    Concepts & system design

    60 min

    R35 — NVD CVSS & advisory structure

    R40 — OWASP WSTG reporting

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

  2. 02

    Project implementation

    120 min

    Write a formal, production-grade Vulnerability Advisory & Teardown Report: CVSS/severity rationale, root cause, affected versions, minimal reproduction steps, code fix, automated regression test, and residual risk.

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

  3. 03

    Security lab

    60 min

    No separate task text for this block on day 72 — the sourced work sits in the block above. Keep the time box.

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

  4. 04

    Verification & evidence

    30 min

    Completed Vulnerability Teardown Report distinguishing confirmed facts from inference.

    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

R35 R40
  • CVE records, CPE affected-version ranges, CVSS v3/v4 scoring context, and Known Exploited Vulnerabilities catalog.

  • Web Security Testing Guide: hands-on test cases for authentication, authorization, session, input, and API security.

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
  • docsNIST · database
    NIST National Vulnerability Database

    Source of the CVE record, CPE applicability statement, and CVSS v3.x/v4.0 vector you must quote verbatim in the advisory's affected-versions and severity-rationale sections.

    R35checked 2026-11-11
  • videoCBT Nuggets
    What is a CVE? Understanding Common Vulnerabilities & Exposures

    Connects the CVE list to NVD enrichment and CVSS scoring, which is the chain a reader follows when checking whether your advisory's severity band matches its vector.

    R35checked 2026-11-11
  • videoSecurity Journey
    How To Assess the Risk of CVEs

    Shows CVSS plus EPSS used together to justify a severity decision, which is the difference between a bare score and the written severity rationale the report demands.

    R35checked 2026-11-11
  • articleITNEXT (Krzysztof Pranczk) · 6 min read
    Best Practices for Writing Quality Vulnerability Reports

    Lays out the finding anatomy — reproduction steps, scored severity with a human-readable band, recommendation, references — that maps one-to-one onto the advisory template you are writing.

    R35R40unchecked 2026-11-11
  • repoOWASP (GitHub) · test-case catalogue
    OWASP/wstg

    The test-case identifiers (WSTG-ATHZ, WSTG-INPV, WSTG-BUSL) let you cite the exact minimal reproduction procedure for the class of bug in your teardown instead of inventing steps.

    R40checked 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 & Stage Target

All Projects | S12

Core Implementation

Write a formal, production-grade Vulnerability Advisory & Teardown Report: CVSS/severity rationale, root cause, affected versions, minimal reproduction steps, code fix, automated regression test, and residual risk.

Verification & Evidence

Completed Vulnerability Teardown Report distinguishing confirmed facts from inference.

Read Today (60m Concepts Block)

R35 (NVD CVSS & advisory structure), R40 (OWASP WSTG reporting).

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