diff --git a/project/SparkBuild.scala b/project/SparkBuild.scala
index 5523932ac0ad..7d399a735888 100644
--- a/project/SparkBuild.scala
+++ b/project/SparkBuild.scala
@@ -752,14 +752,20 @@ object SparkConnect {
     // Exclude `scala-library` from assembly.
     (assembly / assemblyPackageScala / assembleArtifact) := false,
 
-    // Exclude `pmml-model-*.jar`, `scala-collection-compat_*.jar`,`jsr305-*.jar` and
-    // `netty-*.jar` and `unused-1.0.0.jar` from assembly.
+    // SPARK-46733: Include `spark-connect-*.jar`, `unused-*.jar`,`guava-*.jar`,
+    // `failureaccess-*.jar`, `annotations-*.jar`, `grpc-*.jar`, `protobuf-*.jar`,
+    // `gson-*.jar`, `error_prone_annotations-*.jar`, `j2objc-annotations-*.jar`,
+    // `animal-sniffer-annotations-*.jar`, `perfmark-api-*.jar`,
+    // `proto-google-common-protos-*.jar` in assembly.
+    // This needs to be consistent with the content of `maven-shade-plugin`.
     (assembly / assemblyExcludedJars) := {
       val cp = (assembly / fullClasspath).value
-      cp filter { v =>
-        val name = v.data.getName
-        name.startsWith("pmml-model-") || name.startsWith("scala-collection-compat_") ||
-          name.startsWith("jsr305-") || name.startsWith("netty-") || name == "unused-1.0.0.jar"
+      val validPrefixes = Set("spark-connect", "unused-", "guava-", "failureaccess-",
+        "annotations-", "grpc-", "protobuf-", "gson", "error_prone_annotations",
+        "j2objc-annotations", "animal-sniffer-annotations", "perfmark-api",
+        "proto-google-common-protos")
+      cp filterNot { v =>
+        validPrefixes.exists(v.data.getName.startsWith)
       }
     },