diff --git a/pom.xml b/pom.xml
index 43ce3c325e2..85aff79be2b 100644
--- a/pom.xml
+++ b/pom.xml
@@ -309,9 +309,9 @@
       <version>1.8</version>
     </dependency>
     <dependency>
-      <groupId>io.github.lukehutch</groupId>
-      <artifactId>fast-classpath-scanner</artifactId>
-      <version>2.9.3</version>
+      <groupId>io.github.classgraph</groupId>
+      <artifactId>classgraph</artifactId>
+      <version>4.4.12</version>
     </dependency>
   </dependencies>
   <distributionManagement>
diff --git a/src/com/machinepublishers/jbrowserdriver/JBrowserDriver.java b/src/com/machinepublishers/jbrowserdriver/JBrowserDriver.java
index 6694804a05f..d21dea73fea 100644
--- a/src/com/machinepublishers/jbrowserdriver/JBrowserDriver.java
+++ b/src/com/machinepublishers/jbrowserdriver/JBrowserDriver.java
@@ -78,7 +78,7 @@
 import com.google.common.collect.ImmutableMap;
 import com.machinepublishers.jbrowserdriver.diagnostics.Test;
 
-import io.github.lukehutch.fastclasspathscanner.FastClasspathScanner;
+import io.github.classgraph.ClassGraph;
 
 /**
  * A Selenium-compatible and WebKit-based web driver written in pure Java.
@@ -140,7 +140,7 @@ private static void initClasspath() {
     List<String> classpathSimpleTmp = new ArrayList<String>();
     List<String> classpathUnpackedTmp = new ArrayList<String>();
     try {
-      List<File> classpathElements = new FastClasspathScanner().getUniqueClasspathElements();
+      List<File> classpathElements = new ClassGraph().getClasspathFiles();
       final File classpathDir = Files.createTempDirectory("jbd_classpath_").toFile();
       Runtime.getRuntime().addShutdownHook(new FileRemover(classpathDir));
       List<String> pathsSimple = new ArrayList<String>();