diff --git a/.github/workflows/reports.yml b/.github/workflows/reports.yml
index 60d3c815..ed8fec06 100644
--- a/.github/workflows/reports.yml
+++ b/.github/workflows/reports.yml
@@ -25,7 +25,7 @@ jobs:
         run_id: ${{ github.event.workflow_run.id }}
         path: artifacts
     - name: Publish Test Results
-      uses: EnricoMi/publish-unit-test-result-action@d93dbc08d265e4653da0c0af544bee2a851d3e38 # v2.10.0
+      uses: EnricoMi/publish-unit-test-result-action@ca89ad036b5fcd524c1017287fb01b5139908408 # v2.11.0
       with:
         comment_title: ':clipboard: Pytest Results'
         commit: ${{ github.event.workflow_run.head_sha }}
diff --git a/Dockerfile b/Dockerfile
index 7f4045b6..4938518a 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -1,5 +1,5 @@
 # syntax=docker/dockerfile:1.5
-FROM python:3.11-slim
+FROM python:3.12-slim
 
 WORKDIR /usr/src/app
 
diff --git a/pyproject.toml b/pyproject.toml
index 4569dc4c..f07dd7f7 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -29,7 +29,7 @@ dependencies = [
   "hashid~=3.1.4",
   "idutils~=1.2",
   "jmespath~=1.0",
-  "levenshtein~=0.22.0",
+  "levenshtein~=0.23.0",
   "lxml~=4.9",
   "pandas~=2.1",
   "pyRdfa3~=3.5",
@@ -40,7 +40,7 @@ dependencies = [
   "requests~=2.31",
   "sparqlwrapper~=2.0",
   "tika~=2.6",
-  "tldextract~=3.4",
+  "tldextract~=5.0",
   "urlextract~=1.8",
   "waitress~=2.1"
 ]