Mockito Powermock Test run fails with ClassNotFoundException: org.mockito.cglib.proxy.MethodInterceptor - maven

Question

I'm migrating a maven java8 project to Java 11. All the source files and test files compiles successfully. There are tests that makes use of mockito/powermock.
When I try to mvn clean install, the build fails because of the failures in tests. All the tests fails with the same cause (java.lang.ClassNotFoundException: org.mockito.cglib.proxy.MethodInterceptor) I'm using surefire plugin version 3.3.0-M3.
Please see relevant sections in pom.xml below. Please help me to resolve these ClassNotFoundException and make the build success.
<plugin>
<groupId>org.apache.maven.plugins</groupId>
<artifactId>maven-surefire-plugin</artifactId>
<version>3.0.0-M3</version>
<configuration>
<argLine>
--illegal-access=permit
</argLine>
</configuration>
</plugin>
<dependency>
<groupId>junit</groupId>
<artifactId>junit</artifactId>
<version>4.12</version>
<scope>test</scope>
</dependency>
<dependency>
<groupId>org.mockito</groupId>
<artifactId>mockito-core</artifactId>
<version>2.23.0</version>
<scope>test</scope>
</dependency>
<dependency>
<groupId>org.powermock</groupId>
<artifactId>powermock-api-mockito2</artifactId>
<version>2.0.2</version>
<scope>test</scope>
<exclusions>
<exclusion>
<groupId>org.mockito</groupId>
<artifactId>mockito-all</artifactId>
</exclusion>
</exclusions>
</dependency>
<dependency>
<groupId>org.powermock</groupId>
<artifactId>powermock-module-junit4</artifactId>
<version>2.0.2</version>
<scope>test</scope>
</dependency>
<dependency>
<groupId>org.powermock</groupId>
<artifactId>powermock-module-testng</artifactId>
<version>2.0.2</version>
<scope>test</scope>
</dependency>
UPDATE:
The exception is coming from the APIs of following dependency which requires mockito 1.9.5.
<dependency>
<groupId>com.googlecode.catch-exception</groupId>
<artifactId>catch-exception</artifactId>
<version>1.2.0</version>
<scope>test</scope>
</dependency>