diff --git a/action.yml b/action.yml
index ec5b0d17..d120f55d 100644
--- a/action.yml
+++ b/action.yml
@@ -69,7 +69,7 @@ inputs:
     default: true
 
   dependency-graph:
-    description: Specifies if a GitHub dependency snapshot should be generated for each Gradle build, and if so, how. Valid values are 'disabled' (default), 'generate', 'generate-and-submit' and 'download-and-submit'.
+    description: Specifies if a GitHub dependency snapshot should be generated for each Gradle build, and if so, how. Valid values are 'disabled' (default), 'generate', 'generate-and-submit', 'download-and-submit' and 'clear'.
     required: false
     default: 'disabled'
 
diff --git a/src/dependency-graph.ts b/src/dependency-graph.ts
index 4f61881c..2f8090db 100644
--- a/src/dependency-graph.ts
+++ b/src/dependency-graph.ts
@@ -36,6 +36,12 @@ export async function setup(option: DependencyGraphOption): Promise<void> {
         'DEPENDENCY_GRAPH_REPORT_DIR',
         path.resolve(layout.workspaceDirectory(), 'dependency-graph-reports')
     )
+
+    // To clear the dependency graph, we generate an empty graph by excluding all projects and configurations
+    if (option === DependencyGraphOption.Clear) {
+        core.exportVariable('DEPENDENCY_GRAPH_INCLUDE_PROJECTS', '')
+        core.exportVariable('DEPENDENCY_GRAPH_INCLUDE_CONFIGURATIONS', '')
+    }
 }
 
 export async function complete(option: DependencyGraphOption): Promise<void> {
@@ -47,6 +53,7 @@ export async function complete(option: DependencyGraphOption): Promise<void> {
             await uploadDependencyGraphs()
             return
         case DependencyGraphOption.GenerateAndSubmit:
+        case DependencyGraphOption.Clear: // Submit the empty dependency graph
             await submitDependencyGraphs(await uploadDependencyGraphs())
             return
     }
diff --git a/src/input-params.ts b/src/input-params.ts
index 06c2262b..c1aa9671 100644
--- a/src/input-params.ts
+++ b/src/input-params.ts
@@ -82,6 +82,8 @@ export function getDependencyGraphOption(): DependencyGraphOption {
             return DependencyGraphOption.GenerateAndSubmit
         case 'download-and-submit':
             return DependencyGraphOption.DownloadAndSubmit
+        case 'clear':
+            return DependencyGraphOption.Clear
     }
     throw TypeError(
         `The value '${val} is not valid for 'dependency-graph. Valid values are: [disabled, generate-and-upload, generate-and-submit, download-and-submit]. The default value is 'disabled'.`
@@ -122,5 +124,6 @@ export enum DependencyGraphOption {
     Disabled,
     Generate,
     GenerateAndSubmit,
-    DownloadAndSubmit
+    DownloadAndSubmit,
+    Clear
 }