我能够通过扩展AccessLogValve和覆盖来解决此问题public log(java.lang.String message)：

public class SanitizedAccessLogValve extends AccessLogValve {

    private static Pattern pattern = Pattern.compile("\\b(?:4[0-9]{12}(?:[0-9]{3})?|5[1-5][0-9]{14}|6(?:011|5[0-9][0-9])[0-9]{12}|3[47][0-9]{13}|3(?:0[0-5]|[68][0-9])[0-9]{11}|(?:2131|1800|35\\d{3})\\d{11})\\b");

    /*
     This method will sanitize any cc numbers in the string and replace them with x's
    */
    private String sanitize(String string) {
        String sanitizedString = string;

        if(string != null) {

            StringBuffer buffer = new StringBuffer();
            Matcher matcher = pattern.matcher(string);

            while(matcher.find()) {
                MatchResult matchResult = matcher.toMatchResult();

                int start = matchResult.start();
                int end = matchResult.end();

                String matchedText = string.substring(start, end);

                matcher.appendReplacement(buffer, "xxxxxxxxxxxxxxxx");                
            }

            matcher.appendTail(buffer);

            sanitizedString = buffer.toString();
        }

        return sanitizedString;
    }

    @Override
    public void log(String message) {
        super.log(sanitize(message));
    }
}

您需要将其编译到一个jar中，然后将该jar文件放入中$CATALINA_HOME/lib。

然后在您的server.xml：

<Valve className="my.valves.SanitizedAccessLogValve"
       directory="access_logs"  prefix="localhost." suffix=".log"
       pattern='%v %h %t "%r" %s %B %T "%{User-Agent}i"'/>