diff --git a/src/main/java/com/ibm/northstar/CodeAnalyzer.java b/src/main/java/com/ibm/northstar/CodeAnalyzer.java
index 7d572108..3240fd74 100644
--- a/src/main/java/com/ibm/northstar/CodeAnalyzer.java
+++ b/src/main/java/com/ibm/northstar/CodeAnalyzer.java
@@ -136,6 +136,8 @@ private static void analyze() throws IOException, ClassHierarchyException, CallG
 
             }
         }
+        // Cleanup library dependencies directory
+        BuildProject.cleanLibraryDependencies();
 
         // Convert the JavaCompilationUnit to JSON and add to consolidated json object
         String symbolTableJSONString = gson.toJson(symbolTable);
diff --git a/src/main/java/com/ibm/northstar/utils/BuildProject.java b/src/main/java/com/ibm/northstar/utils/BuildProject.java
index 0b2a3458..2156f926 100644
--- a/src/main/java/com/ibm/northstar/utils/BuildProject.java
+++ b/src/main/java/com/ibm/northstar/utils/BuildProject.java
@@ -14,7 +14,7 @@
 public class BuildProject {
 
     public static Path libDownloadPath;
-    private static final String LIB_DEPS_DOWNLOAD_DIR = ".library-dependencies";
+    private static final String LIB_DEPS_DOWNLOAD_DIR = "_library_dependencies";
     private static final String MAVEN_CMD = System.getProperty("os.name").toLowerCase().contains("windows") ? "mvn.cmd" : "mvn";
     private static final String GRADLE_CMD = System.getProperty("os.name").toLowerCase().contains("windows") ? "gradlew.bat" : "gradlew";
 
@@ -153,4 +153,19 @@ public static boolean downloadLibraryDependencies(String projectPath) {
             return false;
         }
     }
+
+    public void cleanLibraryDependencies() {
+        if (libDownloadPath != null) {
+            Log.info("Cleaning up library dependency directory: " + libDownloadPath);
+            try {
+                Files.walk(libDownloadPath)
+                        .filter(Files::isRegularFile)
+                        .map(Path::toFile)
+                        .forEach(File::delete);
+                Files.delete(libDownloadPath);
+            } catch (IOException e) {
+                Log.error("Error deleting library dependency directory: " + e.getMessage());
+            }
+        }
+    }
 }