You should configure the maven-surefire-plugin like this:
org.apache.maven.plugins
maven-surefire-plugin
2.19.1
org.junit.platform
junit-platform-surefire-provider
1.0.0-M3
You only need to include the junit-jupiter-api artifact and only in test scope in your dependencies section:
org.junit.jupiter
junit-jupiter-api
5.0.0-M3
test
Please see http://junit.org/junit5/docs/current/user-guide/#running-tests-build-maven for more information.
Edit - From the same docs.
In order to have Maven Surefire run any tests at all, a TestEngine
implementation must be added to the runtime classpath.
maven-surefire-plugin
2.19
org.junit.platform
junit-platform-surefire-provider
1.0.0-M3
org.junit.jupiter
junit-jupiter-engine
5.0.0-M3