diff --git a/gems/govuk_tech_docs/CVE-2024-22048.yml b/gems/govuk_tech_docs/CVE-2024-22048.yml
index fa1133c06b..4459e697d1 100644
--- a/gems/govuk_tech_docs/CVE-2024-22048.yml
+++ b/gems/govuk_tech_docs/CVE-2024-22048.yml
@@ -26,6 +26,7 @@ description: |
   ### Patches
 
   This has been fixed in v3.3.1. HTML is now sanitised in search results.
+cvss_v3: 6.1
 unaffected_versions:
   - "< 2.0.2"
 patched_versions:
diff --git a/gems/govuk_tech_docs/GHSA-x2xw-hw8g-6773.yml b/gems/govuk_tech_docs/GHSA-x2xw-hw8g-6773.yml
deleted file mode 100644
index 73d6782087..0000000000
--- a/gems/govuk_tech_docs/GHSA-x2xw-hw8g-6773.yml
+++ /dev/null
@@ -1,34 +0,0 @@
----
-gem: govuk_tech_docs
-ghsa: x2xw-hw8g-6773
-url: https://github.com/alphagov/tech-docs-gem/security/advisories/GHSA-x2xw-hw8g-6773
-title: govuk_tech_docs vulnerable to unescaped HTML on search results page
-date: 2023-04-11
-description: |
-  Impact
-    Pages that are indexed in search results have their entire contents
-    indexed, including any HTML code snippets. These HTML snippets would
-    appear in the search results unsanitised, so it was possible to render
-    arbitrary HTML or run arbitrary scripts.
-
-    This is a low risk security issue; to exploit it, an attacker would
-    need to find a way of committing malicious code to a page indexed by
-    a site that uses tech-docs-gem (which are typically not editable by
-    untrusted users). Their code would also be limited by the relatively
-    short length that's rendered in the corresponding search result.
-    Nevertheless, the XSS would then be triggerable by visiting a
-    pre-constructed URL (/search/index.html?q=some+search+term), which
-    users could be tricked into clicking on through social engineering.
-
-  Patches
-    This has been fixed in v3.3.1. HTML is now sanitised in search results.
-unaffected_versions:
-  - "< 2.0.2"
-patched_versions:
-  - ">= 3.3.1"
-related:
-  url:
-    - https://github.com/alphagov/tech-docs-gem/security/advisories/GHSA-x2xw-hw8g-6773
-    - https://github.com/alphagov/tech-docs-gem/pull/323
-    - https://github.com/alphagov/tech-docs-gem/releases/tag/v3.3.1
-    - https://github.com/advisories/GHSA-x2xw-hw8g-6773