diff --git a/Dockerfile b/Dockerfile
index 15d5a73..8edef7d 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -6,13 +6,12 @@ ENV LANG en_US.UTF-8
 # Disable pip cache dir.
 ENV PIP_NO_CACHE_DIR 1
 
+# Allow pip install as root.
+ENV PIP_ROOT_USER_ACTION ignore
+
 # Stops Python default buffering to stdout, improving logging to the console.
 ENV PYTHONUNBUFFERED 1
 
-# Define app home and workdir.
-ENV APP_HOME /usr/src/app
-WORKDIR $APP_HOME
-
 # Create a non-root user for the container.
 ARG USERNAME=app
 ARG USER_UID=1000
@@ -24,9 +23,12 @@ RUN addgroup \
     --uid $USER_UID \
     --ingroup $USERNAME \
     --disabled-password \
-    --no-create-home \
     $USERNAME
 
+# Define app home and workdir.
+ENV APP_HOME /home/$USERNAME
+WORKDIR $APP_HOME
+
 # Copy the whole project except for what is in .dockerignore.
 COPY --chown=$USERNAME:$USERNAME . .
 
@@ -53,6 +55,11 @@ RUN set -eux; \
         ; \
         pip install -U pip; \
         pip install --no-cache-dir -r requirements/base.txt; \
+        # Remove keys that aren't needed by the application but would be
+        # flagged as a vulnerability by our Docker image scanner.
+        rm /usr/local/lib/python3.12/site-packages/tornado/test/test.key; \
+        rm /usr/local/lib/python3.12/site-packages/wpull/proxy/proxy.key; \
+        rm /usr/local/lib/python3.12/site-packages/wpull/testing/test.pem; \
         apk del .backend-deps
 
 # Build the frontend.
@@ -71,7 +78,6 @@ RUN set -eux; \
         rm -rf ./node_modules; \
         apk del .frontend-deps
 
-
 # Run the application with the user we created.
 USER $USERNAME
 
diff --git a/README.md b/README.md
index 8dc1f99..0049b58 100644
--- a/README.md
+++ b/README.md
@@ -23,6 +23,8 @@ and export results as CSV or JSON reports.
 
 ## Crawling a website
 
+### Using a Python virtual environment
+
 Create a Python virtual environment and install required packages:
 
 ```
@@ -37,6 +39,23 @@ Crawl a website:
 ./manage.py crawl https://www.consumerfinance.gov crawl.sqlite3
 ```
 
+### Using Docker
+
+To build the Docker image:
+
+```
+docker build -t website-indexer:main .
+```
+
+Crawl a website:
+
+```
+docker run -it \
+    -p 8000:8000 \
+    -v `pwd`:/data website-indexer:main \
+    python manage.py crawl https://www.consumerfinance.gov /data/crawl.sqlite3
+```
+
 ## Searching the crawl database
 
 You can use the
@@ -129,6 +148,8 @@ sqlite> SELECT url FROM crawler_page WHERE html LIKE "%<br>%" ORDER BY URL asc;
 
 ## Running the viewer application
 
+### Using a Python virtual environment
+
 From the repo's root, compile frontend assets:
 
 ```
@@ -165,6 +186,31 @@ Finally, run the Django webserver:
 
 The viewer application will be available locally at http://localhost:8000.
 
+### Using Docker
+
+To build the Docker image:
+
+```
+docker build -t website-indexer:main .
+```
+
+To run the image using sample data:
+
+```
+docker run -it -p 8000:8000 website-indexer:main
+```
+
+To run the image using a local database dump:
+
+```
+docker run \
+    -it \
+    -p 8000:8000 \
+    -v /path/to/local/dump:/data \
+    -e CRAWL_DATABASE=/data/crawl.sqlite3 \
+    website-indexer:main
+```
+
 ## Development
 
 ### Testing
diff --git a/requirements/base.txt b/requirements/base.txt
index 74a17da..43b4ead 100644
--- a/requirements/base.txt
+++ b/requirements/base.txt
@@ -1,12 +1,12 @@
 beautifulsoup4==4.12.2
 click==8.0.4
 cssselect==1.1.0
-Django==3.2.22
+Django==3.2.25
 django-click==2.3.0
 django-debug-toolbar==3.2.4
 django-filter==21.1
 django-modelcluster==5.3
-djangorestframework==3.13.1
+djangorestframework==3.15.1
 djangorestframework-csv==2.1.1
 whitenoise==5.3.0