diff --git a/executor/infoschema_reader.go b/executor/infoschema_reader.go
index 15a4d66b0cf00..a4d359a6a4b56 100644
--- a/executor/infoschema_reader.go
+++ b/executor/infoschema_reader.go
@@ -1672,19 +1672,33 @@ func (e *tableStorageStatsRetriever) initialize(sctx sessionctx.Context) error {
 		}
 	}
 
+	// Privilege checker.
+	checker := func(db, table string) bool {
+		if pm := privilege.GetPrivilegeManager(sctx); pm != nil {
+			return pm.RequestVerification(sctx.GetSessionVars().ActiveRoles, db, table, "", mysql.AllPrivMask)
+		}
+		return true
+	}
+
 	// Extract the tables to the initialTable.
 	for _, DB := range databases {
 		// The user didn't specified the table, extract all tables of this db to initialTable.
 		if len(tables) == 0 {
 			tbs := is.SchemaTables(model.NewCIStr(DB))
 			for _, tb := range tbs {
-				e.initialTables = append(e.initialTables, &initialTable{DB, tb.Meta()})
+				// For every db.table, check it's privileges.
+				if checker(DB, tb.Meta().Name.L) {
+					e.initialTables = append(e.initialTables, &initialTable{DB, tb.Meta()})
+				}
 			}
 		} else {
 			// The user specified the table, extract the specified tables of this db to initialTable.
 			for tb := range tables {
 				if tb, err := is.TableByName(model.NewCIStr(DB), model.NewCIStr(tb)); err == nil {
-					e.initialTables = append(e.initialTables, &initialTable{DB, tb.Meta()})
+					// For every db.table, check it's privileges.
+					if checker(DB, tb.Meta().Name.L) {
+						e.initialTables = append(e.initialTables, &initialTable{DB, tb.Meta()})
+					}
 				}
 			}
 		}
diff --git a/executor/infoschema_reader_test.go b/executor/infoschema_reader_test.go
index 673f8d73ea91d..0dd9bd9620f52 100644
--- a/executor/infoschema_reader_test.go
+++ b/executor/infoschema_reader_test.go
@@ -915,6 +915,39 @@ func (s *testInfoschemaClusterTableSuite) TestTableStorageStats(c *C) {
 		"test 2",
 	))
 	c.Assert(len(tk.MustQuery("select TABLE_NAME from information_schema.TABLE_STORAGE_STATS where TABLE_SCHEMA = 'mysql';").Rows()), Equals, 24)
+
+	// More tests about the privileges.
+	tk.MustExec("create user 'testuser'@'localhost'")
+	tk.MustExec("create user 'testuser2'@'localhost'")
+	tk.MustExec("create user 'testuser3'@'localhost'")
+	tk1 := testkit.NewTestKit(c, store)
+	defer tk1.MustExec("drop user 'testuser'@'localhost'")
+	defer tk1.MustExec("drop user 'testuser2'@'localhost'")
+	defer tk1.MustExec("drop user 'testuser3'@'localhost'")
+
+	tk.MustExec("grant all privileges on *.* to 'testuser2'@'localhost'")
+	tk.MustExec("grant select on *.* to 'testuser3'@'localhost'")
+	c.Assert(tk.Se.Auth(&auth.UserIdentity{
+		Username: "testuser",
+		Hostname: "localhost",
+	}, nil, nil), Equals, true)
+
+	// User has no access to this schema, so the result set is empty.
+	tk.MustQuery("select count(1) from information_schema.TABLE_STORAGE_STATS where TABLE_SCHEMA = 'mysql'").Check(testkit.Rows("0"))
+
+	c.Assert(tk.Se.Auth(&auth.UserIdentity{
+		Username: "testuser2",
+		Hostname: "localhost",
+	}, nil, nil), Equals, true)
+
+	tk.MustQuery("select count(1) from information_schema.TABLE_STORAGE_STATS where TABLE_SCHEMA = 'mysql'").Check(testkit.Rows("24"))
+
+	c.Assert(tk.Se.Auth(&auth.UserIdentity{
+		Username: "testuser3",
+		Hostname: "localhost",
+	}, nil, nil), Equals, true)
+
+	tk.MustQuery("select count(1) from information_schema.TABLE_STORAGE_STATS where TABLE_SCHEMA = 'mysql'").Check(testkit.Rows("24"))
 }
 
 func (s *testInfoschemaTableSuite) TestSequences(c *C) {