diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
index 292f51d2..2dfd3558 100644
--- a/.github/workflows/ci.yml
+++ b/.github/workflows/ci.yml
@@ -61,6 +61,8 @@ jobs:
     needs: [test, lint]
     runs-on: ubuntu-latest
     if: github.event_name == 'release'
+    permissions:
+      id-token: write
     steps:
     - uses: actions/checkout@v2
     - name: Set up Python
@@ -70,11 +72,8 @@ jobs:
     - name: Install dependencies
       run: |
         python -m pip install --upgrade pip
-        pip install setuptools wheel twine
-    - name: Build and publish
-      env:
-        TWINE_USERNAME: ${{ secrets.PYPI_USERNAME }}
-        TWINE_PASSWORD: ${{ secrets.PYPI_PASSWORD }}
-      run: |
-        python setup.py sdist bdist_wheel
-        twine upload dist/*
+        pip install setuptools wheel build
+    - name: Build distributions
+      run: python -m build
+    - name: Publish to pypi
+      uses: pypa/gh-action-pypi-publish@release/v1