diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
index 087abe9..7a110cb 100644
--- a/.github/workflows/ci.yml
+++ b/.github/workflows/ci.yml
@@ -79,16 +79,8 @@ jobs:
         with:
           rust-version: ${{ matrix.rust }}
 
-      - name: Install dependencies
-        run: |
-          sudo apt-get install libssl-dev python-unittest2
-          sudo pip install urllib3[secure] autobahntestsuite
-
-      - name: Build Autobahn TestSuite for client
-        run: cargo build --release --example autobahn-client
-
-      - name: Build Autobahn TestSuite for server
-        run: cargo build --release --example autobahn-server
+      - name: Install and configure docker
+        uses: docker-practice/actions-setup-docker@v1
 
       - name: Running Autobahn TestSuite for client
         run: ./scripts/autobahn-client.sh
diff --git a/.travis.yml b/.travis.yml
index 531a26d..32457c3 100644
--- a/.travis.yml
+++ b/.travis.yml
@@ -2,9 +2,8 @@ language: rust
 rust:
   - stable
 
-install:
-  - sudo apt-get install python-unittest2
-  - sudo pip install ghp-import urllib3[secure] autobahntestsuite
+services:
+  - docker
 
 before_script:
   - export PATH="$PATH:$HOME/.cargo/bin"
diff --git a/scripts/autobahn-client.sh b/scripts/autobahn-client.sh
index d78b52d..851297f 100755
--- a/scripts/autobahn-client.sh
+++ b/scripts/autobahn-client.sh
@@ -6,8 +6,9 @@ SOURCE_DIR=$(readlink -f "${BASH_SOURCE[0]}")
 SOURCE_DIR=$(dirname "$SOURCE_DIR")
 cd "${SOURCE_DIR}/.."
 
+CONTAINER_NAME=fuzzingserver
 function cleanup() {
-    kill -9 ${FUZZINGSERVER_PID}
+    docker container stop "${CONTAINER_NAME}"
 }
 trap cleanup TERM EXIT
 
@@ -23,10 +24,14 @@ function test_diff() {
     fi
 }
 
-cargo build --release --example autobahn-client
+docker run -d --rm \
+    -v "${PWD}/autobahn:/autobahn" \
+    -p 9001:9001 \
+    --init \
+    --name "${CONTAINER_NAME}" \
+    crossbario/autobahn-testsuite \
+    wstest -m fuzzingserver -s 'autobahn/fuzzingserver.json'
 
-wstest -m fuzzingserver -s 'autobahn/fuzzingserver.json' & FUZZINGSERVER_PID=$!
 sleep 3
-echo "Server PID: ${FUZZINGSERVER_PID}"
 cargo run --release --example autobahn-client
 test_diff
diff --git a/scripts/autobahn-server.sh b/scripts/autobahn-server.sh
index b244d73..ce18f95 100755
--- a/scripts/autobahn-server.sh
+++ b/scripts/autobahn-server.sh
@@ -5,7 +5,6 @@ set -x
 SOURCE_DIR=$(readlink -f "${BASH_SOURCE[0]}")
 SOURCE_DIR=$(dirname "$SOURCE_DIR")
 cd "${SOURCE_DIR}/.."
-WSSERVER_PID=
 
 function cleanup() {
     kill -9 ${WSSERVER_PID}
@@ -23,9 +22,13 @@ function test_diff() {
     fi
 }
 
-cargo build --release --example autobahn-server
 cargo run --release --example autobahn-server & WSSERVER_PID=$!
-echo "Server PID: ${WSSERVER_PID}"
 sleep 3
-wstest -m fuzzingclient -s 'autobahn/fuzzingclient.json'
+
+docker run --rm \
+    -v "${PWD}/autobahn:/autobahn" \
+    --network host \
+    crossbario/autobahn-testsuite \
+    wstest -m fuzzingclient -s 'autobahn/fuzzingclient.json'
+
 test_diff