Masking in logback.xml with all request and responses

Question

I am using logback.xml to mask sensitive data for logging which works fine

<appender name="DATA_MASK" class="ch.qos.logback.core.ConsoleAppender">
    <encoder class="ch.qos.logback.core.encoder.LayoutWrappingEncoder">
       <layout class="com.masking.MaskingPatternLayout">

          <maskPattern>\"creditCardNumber\"\s*:\s*\"(.*?)\"</maskPattern> <!-- questionCode JSON pattern -->
          <Pattern>${logback.detailedroot}</Pattern>

       </layout>
    </encoder>
</appender>

But the problem is that this custom MaskingPatternLayout does not catch the request-response log when I turn on the request-response config in logback.xml

<logger name="Request" level="DEBUG" />
<logger name="Response" level="DEBUG" />

As we know, the two configs above help us catch all requests and responses as logs. However, the masking pattern does not work for them. Any way the handle these request-response logs to mask.