diff --git a/.github/workflows/security_scan.yml b/.github/workflows/security_scan.yml
new file mode 100644
index 0000000..ab7ebac
--- /dev/null
+++ b/.github/workflows/security_scan.yml
@@ -0,0 +1,46 @@
+name: Security Scan
+
+on:
+  push:
+    branches: [ main ]
+  pull_request:
+    branches: [ main ]
+
+jobs:
+  security_scan:
+    runs-on: ubuntu-latest
+    steps:
+    - uses: actions/checkout@v3
+
+    - name: Set up Python
+      uses: actions/setup-python@v4
+      with:
+        python-version: '3.x'
+
+    - name: Install dependencies
+      run: |
+        python -m pip install --upgrade pip
+        pip install -r requirements.txt
+        pip install safety bandit
+
+    - name: Run Safety check
+      run: safety check -r requirements.txt
+      continue-on-error: true
+
+    - name: Run Bandit
+      run: bandit -r . -f custom
+      continue-on-error: true
+
+    - name: Run Trivy vulnerability scanner in repo mode
+      uses: aquasecurity/trivy-action@0.20.0
+      with:
+        scan-type: 'fs'
+        ignore-unfixed: true
+        format: 'sarif'
+        output: 'trivy-results.sarif'
+        severity: 'CRITICAL'
+
+    - name: Upload Trivy scan results to GitHub Security tab
+      uses: github/codeql-action/upload-sarif@v3
+      with:
+        sarif_file: 'trivy-results.sarif'
diff --git a/requirements.txt b/requirements.txt
index 70969cd..c4a1bda 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -5,3 +5,5 @@ requests
 setuptools
 pyinstaller
 torch
+safety
+bandit