How to disable 8080 external access to jenkins?

I have installed nginx along with jenkins on ubuntu 21 machine.

Configured nginx to redirect 80 traffic to 8080 using the steps in this link

Now, able to redirect the traffic from 80 to 8080. So, to disable direct access to jenkins from 8080 externally. Changed the arguments in /etc/default/jenkins to add line --httpListenAddress=127.0.0.1

Now, the jenkins arguments line is as below.

JENKINS_ARGS="--webroot=/var/cache/$NAME/war --httpPort=$HTTP_PORT --httpListenAddress=127.0.0.1"

Then, restarted the machine also after that but still able to access directly with 8080 port.

Please suggest how to achieve this.

azureuser@jenkins:~$ ss -lnpt
State         Recv-Q        Send-Q               Local Address:Port               Peer Address:Port       Process
LISTEN        0             511                        0.0.0.0:80                      0.0.0.0:*
LISTEN        0             4096                 127.0.0.53%lo:53                      0.0.0.0:*
LISTEN        0             128                        0.0.0.0:22                      0.0.0.0:*
LISTEN        0             4096                             *:3000                          *:*
LISTEN        0             50                               *:8080                          *:*
LISTEN        0             128                           [::]:22                         [::]:*

azureuser@jenkins:~$ ps auxw | grep jenkins
jenkins     6761  0.1 11.8 3036280 416756 ?      Ssl  Mar29   8:08 /usr/bin/java -Djava.awt.headless=true -jar /usr/share/java/jenkins.war --webroot=/var/cache/jenkins/war --httpPort=8080
azureus+   86025  0.0  0.0   8548  2356 pts/0    S+   19:09   0:00 grep --color=auto jenkins