日志脱敏功能

作者 : admin 本文共8916个字,预计阅读时间需要23分钟 发布时间: 2024-06-9 共2人阅读

前言

数据安全尤为重要,最为简单的防线就是防止重要信息(身份证、手机号、姓名等)明文显示,对此需要在数据库层、日志层等做好数据加解密。

思路

1、编写需加密的正则模板、加密字段
2、重写ch.qos.logback.classic.pattern.MessageConverter
3、编写日志框架,确认转换模板(本篇采用logback.xml)

看不明白的直接无脑复制代码,在logback-sensitive-rule.properties文件中加上你需要的脱敏的字段即可

实战

正则模板及加密字段

在resource目录下建立两个properties文件,logback-sensitive-def-rule 和 logback-sensitive-rule。前者logback-sensitive-def-rule 主要指定正则表达式和默认加密字段,可作为公共二方包供所有项目使用,logback-sensitive-rule主要用于定制化项目,对特别项目需要加密字段的做定制化。

logback-sensitive-def-rule

#mobile  \"mobile\"|\"telphone\"
# ??json
def_rule1=(KEYWORD)(\s{0,})(:)(\s{0,})(\\"|\")(\w{3})(\w{4})(\w{4})*(\\"|\")&$1$2$3$4$5$6****$8$9&mobile
# ??toString
def_rule_sec11=(KEYWORD)(\s{0,})(:|=)(\s{0,})(\"|\'|)(\w{3})(\w{4})(\w{4})*(\"|\'|)&$1$2$3$4$5$6****$8$9&mobile
def_rule_sec12=(KEYWORD)(\\{0,}\\"\s{0,})(:)(\s{0,})(\\{0,}\\")(\w{3})(\w{4})(\w{4})*(\\{0,}\\")&$1$2$3$4$5$6****$8$9&mobile
def_field_rule_mobile=mobile|telphone
#idcard,bankcard
def_rule2=(KEYWORD)(\s{0,})(:)(\s{0,})(\\"|\")(\w{3})(\w{1,})(\w{4})(\\"|\")&$1$2$3$4$5$6*********$8$9&idcard
def_rule_sec21=(KEYWORD)(\s{0,})(:|=)(\s{0,})(\"|\'|)(\w{3})(\w{1,})(\w{4})(\"|\'|)&$1$2$3$4$5$6*********$8$9&idcard
def_rule_sec22=(KEYWORD)(\\{0,}\\"\s{0,})(:)(\\{0,}\s{0,})(\")(\w{3})(\w{1,})(\w{4})(\\{0,}\s{0,})(\")&$1$2$3$4$5$6******$8$9$10&idcard
def_field_rule_idcard=idcard|bankcard|idNo
#pwd ("pwd")(\s{0,})(:|=)(\s{0,})(\"|")(.*?)(\"|")
def_rule3=(KEYWORD)(\s{0,})(:)(\s{0,})(\\"|\")(.*?)(\\"|\")&$1$2$3$4$5*****$7&pwd
def_rule_sec31=(KEYWORD)(\s{0,})(:|=)(\s{0,})(\"|)(.*?)(\"|,|\)|])&$1$2$3$4$5*****$7&pwd
# def_rule_sec32=(KEYWORD)(,)(.*?)&$1$2*****&pwd
def_field_rule_pwd=password|pwd
#username
# ??json
def_rule4=(KEYWORD)(\s{0,})(:)(\s{0,})(\\"|\")([-]{1})[-]{1,}(\\"|\")&$1$2$3$4$5$6**$7&name
# ??toString
def_rule_sec41=(KEYWORD)(\s{0,})(:|=)(\s{0,})(\"|\'|)([-]{1})([-]{1,})(\"|\'|)&$1$2$3$4$5$6**$8&name
# ????json???
def_rule_sec42=(KEYWORD)(\\{0,}\\"\s{0,})(:)(\\{0,}\s{0,})(\\")([-]{1})([-]{1,})(\\{0,}\\")&$1$2$3$4$5$6**$8&name
def_field_rule_name=customerName|userName|name|custName
#email
def_rule5=(KEYWORD)(\s{0,})(:)(\s{0,})(\\"|\")([A-Za-z0-9-|_-]{1,2})([A-Za-z0-9-|_-]{1,})@([a-z0-9A-Z_-]{2,})+(\.[a-zA-Z0-9_-]{1,})(\\"|\")&$1$2$3$4$5$6***@$8$9$10&email
def_rule_sec51=(KEYWORD)(\s{0,})(:|=)(\s{0,})(\"|\'|)([A-Za-z0-9-|_-]{1,2})([A-Za-z0-9-|_-]{1,})@([a-z0-9A-Z_-]{2,})+(\.[a-zA-Z0-9_-]{1,})(\"|\'|)&$1$2$3$4$5$6***@$8$9&email
def_field_rule_email=email
#address
def_rule6=
# 未知长度,且未知数据格式
def_rule_sec61=(KEYWORD)(\s{0,})(:|=)(\s{0,})(\"|\')([\u4E00-\u9FA5]{0,}?\S{0,}?)(\S{0,10})(\"|\')&$1$2$3$4$5$6*****$8&address
def_rule_sec62=(KEYWORD)(\\{0,}\\"\s{0,})(:)(\\{0,}\s{0,})(\\")([\u4E00-\u9FA5]{0,}?\S{0,}?)(\S{0,10})(\\{0,}\\")&$1$2$3$4$5$6*****$8&address
def_field_rule_address=address|idAddress

logback-sensitive-rule

# 定制化字段 分别代表 电话、姓名、证件号、地址
sen_field_rule_mobile=mobile|custMobileNo|bankPhone|mobileNo|reserveMobileNo|phone|contactPhone|accountPhone|custMobile|bankMobile
sen_field_rule_name=custName|acctName|openCustName|OCRname|name|accountName|dbAcctName|bankAcctName
sen_field_rule_idcard=idNo|acct|bankCardNo|ocrPrcid|certNo|dbAcct|id|originValue|idCardNo
sen_field_rule_address=custAddress|address|idAddress|entAddress|certAddress|ocrIdAddress
LogBackSensitiveConverter

重新ch.qos.logback.classic.pattern.MessageConverter的convert方法,主要实现思路是约定号规则字段(如sen_field_rule_、def_field_rule_),从properties文件中读取配置。

LogBackSensitiveConverter


import ch.qos.logback.classic.LoggerContext;
import ch.qos.logback.classic.pattern.MessageConverter;
import ch.qos.logback.classic.spi.ILoggingEvent;
import org.apache.commons.lang3.ArrayUtils;
import org.apache.commons.lang3.StringUtils;
import org.slf4j.Logger;
import org.slf4j.LoggerFactory;
import java.util.ArrayList;
import java.util.List;
import java.util.Map;
import java.util.Properties;
import java.util.regex.Pattern;
/**
* 敏感信息脱敏处理
*
*/
public class LogBackSensitiveConverter extends MessageConverter {
private static Logger log = LoggerFactory.getLogger(LogBackSensitiveConverter.class);
private static final String SEN_RULE = "sen_rule_";
private static final String SEN_RULE_FIELD = "sen_field_rule_";
private static final String DEFAULT_RULE = "def_rule";
private static final String DEFAULT_RULE_FIELD = "def_field_rule_";
/** 脱敏规则 */
private static volatile List<RuleConfig> configList;
/** 是否脱敏开关 */
private static volatile boolean sensitiveOpen;
/** 是否初始化配置 */
private static volatile boolean initFlag;
@Override
public String convert(ILoggingEvent event) {
init();
return doConvert(event);
}
private void init() {
try {
if (!initFlag) {
initFlag = true;
Map<String, String> propertyMap = ((LoggerContext) LoggerFactory.getILoggerFactory()).getCopyOfPropertyMap();
sensitiveOpen = Boolean.valueOf(propertyMap.get("sensitiveOpen"));
if (sensitiveOpen) {
initRuleConfig(propertyMap);
}
}
} catch (Exception e) {
configList = null;
log.error("error,{}", e);
}
}
private String doConvert(ILoggingEvent event) {
try {
//本工具打日志不做转换
if (LogBackSensitiveConverter.class.getName().equals(event.getLoggerName())) {
return event.getFormattedMessage();
}
String result = event.getFormattedMessage();
if (configList != null && configList.size() > 0) {
for (RuleConfig ruleConfig : configList) {
result = ruleConfig.apply(result);
}
if (StringUtils.isEmpty(result)) {
result = event.getFormattedMessage();
}
} else {
result = super.convert(event);
}
return result;
} catch (Exception e) {
log.error("error,{}", e);
return event.getFormattedMessage();
}
}
private void initRuleConfig(Map<String, String> propertyMap) {
if (configList == null) {
synchronized (LogBackSensitiveConverter.class) {
if (configList == null) {
// read properties
PropertiesUtil propertiesUtil = new PropertiesUtil("logback-sensitive-def-rule.properties");
Properties properties = propertiesUtil.get();
configList = new ArrayList<>();
//添加默认表达式
addDefaultRule(propertyMap, properties);
//添加自定义正则表达式
addCustomRule(propertyMap);
//                    this.addInfo("logback sensitive rule init end ! ");
log.info("logback_sensitive_rule_init_end !");
}
}
}
}
private void addCustomRule(Map<String, String> propertyMap) {
for (String s : propertyMap.keySet()) {
if (s.startsWith(SEN_RULE)) {
String[] array = propertyMap.get(s).split("&");
if (ArrayUtils.isNotEmpty(array) && array.length == 2) {
configList.add(new RuleConfig(array[0], array[1]));
}
}
}
}
private void addDefaultRule(Map<String, String> propertyMap, Properties properties) {
for (String key : properties.stringPropertyNames()) {
if (!key.startsWith(DEFAULT_RULE)) {
continue;
}
String[] array = properties.getProperty(key).split("&");
if (ArrayUtils.isNotEmpty(array) && array.length == 3) {
//读默认字段
String defFields = String.valueOf(properties.get(DEFAULT_RULE_FIELD + array[2]));
//读自定义字段
String senFields = propertyMap.get(SEN_RULE_FIELD + array[2]);
String keyword = StringUtils.EMPTY;
if (key.indexOf("sec") != -1) {
senFields = StringUtils.isEmpty(senFields) ? "" : "|" + senFields;
keyword = defFields + senFields;
} else {
keyword = "\"" + defFields.replace("|", "\"|\"") + "\"";
if (!StringUtils.isEmpty(senFields)) {
keyword += "|" + "\"" + senFields.replace("|", "\"|\"") + "\"";
}
keyword += "|\\\"" + defFields.replace("|", "\\\"|\\\"") + "\\\"";
if (!StringUtils.isEmpty(senFields)) {
keyword += "|\\\"" + senFields.replace("|", "\\\"|\\\"") + "\\\"";
}
}
if (StringUtils.isEmpty(keyword)) {
continue;
}
configList.add(new RuleConfig(array[0].replace("KEYWORD", keyword), array[1]));
}
}
}
private class RuleConfig {
private String reg;
private String replacement;
private Pattern pattern;
RuleConfig(String reg, String replacement) {
this.reg = reg;
this.replacement = replacement;
this.pattern = Pattern.compile(reg);
}
public String getReg() {
return reg;
}
public void setReg(String reg) {
this.reg = reg;
}
public String getReplacement() {
return replacement;
}
public void setReplacement(String replacement) {
this.replacement = replacement;
}
public Pattern getPattern() {
return pattern;
}
public void setPattern(Pattern pattern) {
this.pattern = pattern;
}
String apply(String message) {
if (StringUtils.isEmpty(message)) {
return message;
}
return this.pattern.matcher(message).replaceAll(replacement);
}
}
}

PropertiesUtil


import org.apache.commons.lang3.StringUtils;
import org.slf4j.Logger;
import org.slf4j.LoggerFactory;
import java.io.IOException;
import java.io.InputStreamReader;
import java.util.Properties;
/**
* Created by rayfoo@qq.com Luna on 2020/4/15 18:38
* Description : 读取配置文件工具类
*/
public class PropertiesUtil {
private static Logger log = LoggerFactory.getLogger(PropertiesUtil.class);
private Properties properties;
public PropertiesUtil(String fileName) {
if (StringUtils.isBlank(fileName)) {
return;
}
properties = new Properties();
try {
properties.load(new InputStreamReader(PropertiesUtil.class
.getClassLoader()
.getResourceAsStream(fileName)));
} catch (IOException e) {
log.error("PropertiesUtil load data error :{}", e);
return;
}
}
public Properties get() {
return this.properties;
}
public String getProperty(String key) {
String value = properties.getProperty(key.trim());
if (StringUtils.isBlank(value)) {
return null;
}
return value.trim();
}
public String getProperty(String key, String defaultValue) {
String value = properties.getProperty(key);
if (StringUtils.isBlank(value)) {
return defaultValue;
}
return value;
}
}
配置logback,xml

<configuration>

<property scope="context" name="sensitiveOpen" value="true"/>

<property scope="context" resource="logback-sensitive-rule.properties"/>

<conversionRule conversionWord="msg" converterClass="com.xxx.xxx.xx.LogBackSensitiveConverter"> </conversionRule>
</configuration>
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