diff --git a/README.md b/README.md
index 29b06f1..2ad4592 100644
--- a/README.md
+++ b/README.md
@@ -4,10 +4,10 @@
 [![Latest Release](https://img.shields.io/github/v/release/checkmarx/kics-github-action)](https://github.com/checkmarx/kics-github-action/releases)
 [![Open Issues](https://img.shields.io/github/issues-raw/checkmarx/kics-github-action)](https://github.com/checkmarx/kics-github-action/issues)
 
-- [KICS Github Action](#kics-github-action)
+- [KICS GitHub Action](#kics-github-action)
   - [Integrate KICS into your GitHub workflows](#integrate-kics-into-your-github-workflows)
-    - [Supported Platforms](#supported-platforms)
-    - [Please find more info in the official website: <a href="https://kics.io">kics.io</a>](#please-find-more-info-in-the-official-website-kicsio)
+      - [Supported Platforms](#supported-platforms)
+    - [Please find more info in the official website: kics.io](#please-find-more-info-in-the-official-website-kicsio)
   - [Inputs](#inputs)
   - [Simple usage example](#simple-usage-example)
   - [Workflow failures](#workflow-failures)
@@ -291,7 +291,7 @@ jobs:
           cat results-dir/results.sarif
           cat results-dir/results.json
       - name: Upload SARIF file
-        uses: github/codeql-action/upload-sarif@v2
+        uses: github/codeql-action/upload-sarif@v3
         with:
           sarif_file: results-dir/results.sarif
 ```
@@ -342,7 +342,7 @@ jobs:
           path: 'terraform'
           config_path: ./kics.config
       - name: Upload SARIF file
-        uses: github/codeql-action/upload-sarif@v2
+        uses: github/codeql-action/upload-sarif@v3
         with:
           sarif_file: results-dir/results.sarif
 ```