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SpringBoot使用自定义注解实现数据脱敏过程详细解析

开发者 https://www.devze.com 2023-02-16 10:35 出处：网络 作者： 码农-文若书生
目录前言一、引入hutool工具类二、定义常用需要脱敏的数据类型的枚举三、定义脱敏方式枚举四、自定义脱敏的注解五、自定义Jackson的序列化方式六、使用七、脱敏效果前言
相关专题：SpringBoot数据脱敏SpringBoot自定义注解实现数据脱敏
目录
  • 前言
  • 一、引入hutool工具类
  • 二、定义常用需要脱敏的数据类型的枚举
  • 三、定义脱敏方式枚举
  • 四、自定义脱敏的注解
  • 五、自定义Jackson的序列化方式
  • 六、使用
  • 七、脱敏效果

前言

对于某些接口返回的信息，涉及到敏感数据的必须进行脱敏操作，例如银行卡号、身份证号、手机号等，脱敏方式有多种方式。可以修改SQL语句，也可以写硬代码，也可以修改jsON序列化，这里介绍通过修改Jackson序列化方式实现数据脱敏。

一、引入hutool工具类

maven:

<dependency>
            <groupId>cn.hutool</groupId>
            <artifactId>hutool-all</artifactId>
            <version>5.8.5</version>
</dependency>

gradle:

// https://mvnrepository.com/artifact/cn.hutool/hutool-all

implementation group: 'cn.hutool', name: 'hutool-all', version: '5.8.5'

二、定义常用需要脱敏的数据类型的枚举

其中 OTHER类型为自定义类型，需在后面自定义脱敏的长度等。

package com.iscas.authentication.model.enums;
import lombok.Getter;
/**
 *
 * @version 1.0
 * @since jdk1.8
 */
@Getter
public enum PrivacyTypeEnum {
    /**
     * 中文名
     * */
    CHINESE_NAME,
    /**
     * 固话
     * */
    FIXED_PHONE,
    /**
     * 手机号
     * */
     MOBILE_PHONE,
    /**
     * 住址
     * */
    ADDRESS,
    /**
     * 密码
     * */
    PASSWORD,
    /**
     * 银行卡号
     * */
    BANK_CARD,
    /**
     * 邮箱
     * */
    EMAIL,
    /**
     * 身份证
     * */
    ID_CARD,
    /**
     * 其他类型
     * */
    OTHER;
}

三、定义脱敏方式枚举

其中，DEFAULT类型时，需要数据类型为上一步枚举中除OTHER外的已确定的类型，NONE表示不做脱敏，其他类型为注释的意思。

package com.iscas.authentication.model.enums;
/**
 *
 * @version 1.0
 * @since jdk1.8
 */
public enum DesensitizationTypeEnum {
    /**
     * 默认方式
     * */
    DEFAULT,
    /**
     * 头部脱敏
     * */
    HEAD,
    /**
     * 尾部脱敏
     * */
    TAIL,
    /**
     * 中间脱敏
     * */
    MIDDLE,
    /**
     * 头尾脱敏
     * */
    HEAD_TAIL,
    /**
     * 全部脱敏
     * */
    ALL,
    /**
     * 不脱敏，相当于没打这个注解
     * */
    NONE;
}

四、自定义脱敏的注解

其中，mode默认为DEFAULT，此时只需要设置dataType的类型为除OTHER外的确定类型即可，当mode不是DEFAULT或NONE时，根据不同的类型，headNoMaskLen等长度属性需要设置，见上面的注释的字面意思。

package com.iscas.authentication.annotation;
import com.fasterXML.jackson.annotation.JacksonAnnotationsInside;
import com.fasterxml.jackson.databind.annotation.JsonSerialize;
import com.iscas.authentication.model.enums.DesensitizationTypeEnum;
import com.iscas.authentication.model.enums.PrivacyTypeEnum;
import com.iscas.authentication.service.DesensitizationSerializer;
import Java.lang.annotation.ElementType;
import java.lang.annotation.Retention;
import java.lang.annotation.RetentionPolicy;
import java.lang.annotation.Target;
/**
 * 脱敏注解
 *
 * @version 1.0
 * @since jdk1.8
 */
@Target(ElementType.FIELD)
@Retention(RetentionPolicy.RUNTIME)
@JacksonAnnotationsInside
@JsonSerialize(using = DesensitizationSerializer.class)
public @interface Desensitization {
    /**
     * 脱敏的隐私数据类型
     */
    PrivacyTypeEnum dataType();
    /**
     * 脱敏方式,默认方式不需要定义下面脱敏长度等信息，根据脱敏的隐私数据类型自动脱敏
     */
    DesensitizationTypeEnum mode() default DesensitizationTypeEnum.DEFAULT;
    /**
     * 尾部不脱敏的长度，当mode为HEAD或MIDDLE时使用
     */
    int tailNoMaskLen() default 1;
    /**
     * 头部不脱敏的长度，当mode为TAIL或MIDDLE时使用
     */
    int headNoMaskLen() default 1;
    /**
     * 中间不脱敏的长度，当mode为HEAD_TAIL时使用
     */
    int middleNoMaskLen() default 1;
    /**
     * 打码
     */
    char maskCode() default '*';
}

五、自定义Jackson的序列化方式

package com.iscas.authentication.service;
import cn.hutool.core.util.DesensitizedUtil;
import cn.hutool.core.util.StrUtil;
import com.fasterxml.jackson.core.JsonGenerator;
import com.fasterxml.jackson.databind.BeanProperty;
import com.fasterxml.jackson.databind.JsonMappingException;
import com.fasterxml.jackson.databind.JsonSerializer;
import com.fasterxml.jackson.databind.SerializerProvider;
import com.fasterxml.jackson.databind.ser.ContextualSerializer;
import com.iscas.authentication.annotation.Desensitization;
import com.iscas.authentication.model.enums.DesensitizationTypeEnum;
import com.iscas.authentication.model.enums.PrivacyTypeEnum;
import lombok.AllArgsConstructor;
import lombok.NoArgsConstructor;
import java.io.IOException;
import java.util.Objects;
/**
 * 脱敏序列化类
 *
 * @author zhuquanwen
 * @version 1.0
 * @date 2023/1/5 9:24
 * @since jdk1.8
 */
@AllArgsConstructor
@NoArgsConstructor
public class DesensitizationSerializer extends JsonSerializer<String> implements ContextualSerializer {
    private Desensitization desensitization;
    @Override
    public void serialize(String s, JsonGenerator jsonGenerator, SerializerProvider serializerProvider) throws IOException {
        jsonGenerator.writeString(desensitize(s));
    }
    @Override
    public JsonSerializer<?> createContextual(SerializerProvider serializerProvider, BeanProperty beanProperty) throws JsonMappingException {
        if (beanProperty != null) {
            if (Objects.equals(beanProperty.getType().getRawClass(), String.class)) {
                Desensitization desensitization = beanProperty.getAnnotation(Desensitization.class);
                if (desensitization == null) {
                    desensitization = beanProperty.getContextAnnotation(Desensitization.class);
                }
                if (desensitization != null) {
                    return new DesensitizationSerializer(desensitization);
                }
            }
            return serializerProvider.findValueSerializer(beanProperty.getType(), beanProperty);
        }
        return serializerProvider.findNullValueSerializer(null);
    }
    /**
     * 脱敏处理
     * */
    private String desensitize(String s) {
        if (StrUtil.isNotBlank(s)) {
            PrivacyTypeEnum dataType = desensitization.dataType();
            DesensitizationTypeEnum mode = desensitization.mode();
            switch (mode) {
                case DEFAULT:
                    // 默认方式，根据dataType自动选择脱敏方式
                    s = autoDesensitize(s, dataType);
                    break;
                case HEAD:
                    // 头部脱敏
                    s = headDesensitize(s);
                    break;
                case TAIL:
                    // 尾部脱敏
                    s = tailDesensitize(s);
                    break;
                case MIDDLE:
                    s = middleDesensitize(s);
                    break;
                case HEAD_TAIL:
                    s = headTailDesensitize(s);
                    break;
                case ALL:
                    s = allDesensitize(s);
                    break;
                case NONE:
                    // 不做脱敏
                    break;
                default:
            }
        }
        return s;
    }
    /**
     * 全部脱敏
     * */
    private String allDesensitize(String s) {
        return String.valueOf(desensitization.maskCode()).repeat(s.length());
    }
    /**
    * 头尾脱敏
    * */
    private String headTailDesensitize(String s) {
        int middleNoMaskLen = desensitization.middleNoMaskLen();
        if (middleNoMaskLen >= s.length()) {
            // 如果中间不脱敏的长度大于等于字符串的长度，不进行脱敏
            return s;
        }
        int len = s.length() - middleNoMaskLen;
        // 头部脱敏
        int headStart = 0;
        int headEnd = len / 2;
        s = StrUtil.replace(s, headStart, headEnd, desensitization.maskCode());
        // 尾部脱敏
        int tailStart = s.length() - (le编程客栈n - len / 2);
        int tailEnd = s.length();
        return StrUtil.replace(s, tailStart, tailEnd, desensitization.maskCode());
    }
    /**
     * 中间脱敏
     * */
    private String middleDesensitize(String s) {
        int headNoMaskLen = desensitization.headNoMaskLen();
        int tailNoMaskLen = desensitization.tailNoMaskLen();
        if (headNoMaskLen + tailNoMaskLen >= s.length()) {
            // 如果头部不脱敏的长度+尾部不脱敏长度 大于等于字符串的长度，不进行脱敏
            return s;
        }
        int start = headNoMaskLen;
        int end = s.length() - tailNoMaskLen;
        return StrUtil.replace(s, start, end, desensitization.maskCode());
    }
    /**
     * 尾部脱敏
     * */
    private String tailDesensitize(String s) {
        int headNoMaskLen = desensitization.headNoMaskLen();
        if (headNoMaskLen >= s.length()) {
            // 如果头部不脱敏的长度大于等于字符串的长度，不进行脱敏
            return s;
        }
        int start = headNoMaskLen;
        int end = s.length();
        return StrUtil.replace(s, start, end, desensitization.maskCode());
    }
    /**
     * 头部脱敏
     * */
    private String headDesensijavascripttize(String s) {
        int tailNoMaskLen = desensitization.tailNoMaskLen();
    php    if (tailNoMaskLen >= s.length()) {
            // 如果尾部不脱敏的长度大于等于字符串的长度，不进行脱敏
            return s;
        }
        int start = 0;
        int end = s.length() - tailNoMaskLen;
        return StrUtil.replace(s, start, end, desensitization.maskCode());
    }
    public static void main(String[] args) {
        System.out.println(StrUtil.replace("231085198901091813", 2, -10, '#'));
    }
    /**
     * 根据数据类型自动脱敏
     * */
    private String autoDesensitize(String s, PrivacyTypeEnum dataType) {
        switch (dataType) {
            case CHINESE_NAME:
                s = DesensitizedUtil.chineseName(s);
                break;
            case FIXED_PHONE:
                s = DesensitizedUtil.fixedPhone(s);
                break;
            case MOBILE_PHONE:
                s = DesensitizedUtil.mobilePhone(s);
                break;
            case ADDRESS:
                s = DesensitizedUtil.address(s, 8);
                break;
            case PASSWORD:
                s = DesensitizedUtil.password(s);
                break;
            case BANK_CARD:
                s = DesensitizedUtil.bankCard(s);
                break;
            case EMAIL:
                s = DesensitizedUtil.email(s);
                break;
            case ID_CARD:
                s = DesensitizedUtil.idCardNum(s, 1, 2);
                break;
            case OTHER:
                // 其他类型的不支持以默认方式脱敏，直接返回
                break;
            default:
        }
        return s;
    }
}

六、使用

下面是一个测试的例子：

package com.iscas.base.biz.test.controller;
import com.iscas.base.biz.desensitization.Desensitization;
import com.iscas.base.biz.desensitization.DesensitizationTypeEnum;
import com.iscas.base.biz.desensitization.PrivacyTypeEnum;
import lombok.Data;
import org.springframework.web.bind.annotation.GetMapping;
import org.springframework.web.bind.annotation.RequestMapping;
import org.springframework.web.bind.annotation.RestController;
import java.util.ArrayList;
import java.util.List;
/**
 *
 * @author zhuquanwen
 * @version 1.0
 * @date 2023/1/6 8:40
 * @since jdk1.8
 */
@RestController
@RequestMapping("/test/desensitization")
public class TestDesensitizationController {
    @GetMapping
    public List<TestModel> test() {
        TestModel t1 = new TestModel();
        t1.setPassword("123456");
        t1.setEmail("zzz@163.com");
        t1.setPhone("137654879451");
        t1.setFixPhone("0453-4785462");
        t1.setBankCard("622648754896457");
        t1.setIdCard("245874563214578965");
        t1.setName("张王钊");
        t1.setAddress("北京市昌平区xxx街道xxx小区1-1-101");
        t1.setHeadStr("测试头部脱敏");
        t1.setTailStr("测试尾部脱敏");
        t1.setMiddleStr("测试中间脱敏");
        t1.setHeadTailStr("测试头尾脱敏");
        t1.setAllStr("测试全部脱敏");
        t1.setNoneStr("测试不脱敏");
        TestModel t2 = new TestModel();
        t2.setPassword("iscas123");
        t2.setEmail("xwg@sina.com");
        t2.setPhone("18547896547");
        t2.setFixPhone("010-62268795");
        t2.setBankCard("622648754896487");
        t2.setIdCard("100412547865478947");
        t2.setName("李二麻子");
        t2.setAddress("新疆省克拉玛依市xxx街道xxx小区1-1-101");
        t2.setHeadStr("测试头部脱敏");
        t2.setTailStr("测试尾部脱敏");
        t2.setMiddleStr("测试中间脱敏");
        t2.setHeadTailStr("测试头尾脱敏");
        t2.setAllStr("测试全部脱敏");
        t2.setNoneStr("测试不脱敏");
        return new ArrayList<>(){{
            add(t1);
            add(t2);
        }};
    }
    @Data
    private static class TestModel {
        /**
         * 模拟密码
         * */
        @Desensitization(dataType = PrivacyTypeEnum.PASSWORD)
        private String password;
        /**
         * 模拟邮箱
         * */
        @Desensitization(dataType = PrivacyTypeEnum.EMAIL)
        private String email;
        /**
         * 模拟手机号
         * */
        @Desensitization(dataType = PrivacyTypeEnum.MOBILE_PHONE)
        private String phone;
        /**
         * 模拟座机
         * */
        @Desensitization(dataType = PrivacyTypeEnum.FIXED_PHONE)
        private String fixPhone;
        /**
         * 模拟银行卡
         * */
        @Desensitization(dataType = PrivacyTypeEnum.BANK_CARD)
        private String bankCard;
        /**
         * 模拟身份证号
         * */
        @Desensitization(dataType = PrivacyTypeEnum.ID_CARD)
        private String idCard;
        /**
         * 模拟中文名
         * */
        @Desensitization(dataType = PrivacyTypeEnum.CHINESE_NAME)
        private String name;
        /**
         * 模拟住址
         * */
        @Desensitization(dataType = PrivacyTypeEnum.ADDRESS)
        private String address;
        /**
         * 模拟自定义脱敏-头部脱敏
         * */
        @Desensitization(dataType = PrivacyTypeEnum.OTHER, mode = DesensitizationTypeEnum.HEAD, tailNoMaskLen = 4)
        private String headStr;
        /**
         * 模拟自定义脱敏-尾部脱敏
         * */
        @Desensitization(dataType = PrivacyTypeEnum.OTHER, mode = DesensitizationTypeEnum.TAIL, headNoMaskLen = 4)
        private String tailStr;
        /**
         * 模拟自定义脱敏-中间脱敏
         * */
        @Desensitization(da开发者_JAVA教程taType = PrivacyTypeEnum.OTHER, mode = DesensitizationTypeEnum.MIDDLE, headNoMaskLen = 2, tailNoMaskLen = 2)
        private String middleStr;
        /**
         * 模拟自定义脱敏-两头脱敏
         * */
        @Desensitization(dataType = PrivacyTypeEnum.OTHER, mode = DesensitizationTypeEnum.HEAD_TAIL, middleNoMaskLen = 4)
        private String headTailStr;
        /**
         * 模拟自定义脱敏-全部脱敏
         * */
        @Desehttp://www.devze.comnsitization(dataType = PrivacyTypeEnum.OTHER, mode = DesensitizationTypeEnum.ALL)
        private String allStr;
        /**
         * 模拟自定义脱敏-不脱敏
         * */
        @Desensitization(dataType = PrivacyTypeEnum.OTHER, mode = DesensitizationTypeEnum.NONE)
        private String noneStr;
    }
}

下面是一个实际使用的例子如下，在tel、password、email上添加了@Desensitization注解，自定义的@TbField等注解请忽略

package com.iscas.authentication.model.sys;
import com.baomidou.myBATisplus.annotation.IdType;
import com.baomidou.mybatisplus.annotation.TableField;
import com.baomidou.mybatisplus.annotation.TableId;
import com.baomidou.mybatisplus.annotation.TableName;
import com.iscas.authentication.annotation.Desensitization;
import com.iscas.authentication.model.enums.PrivacyTypeEnum;
import com.iscas.templet.annotation.table.TbField;
import com.iscas.templet.annotation.table.TbFieldRule;
import com.iscas.templet.annotation.table.TbSetting;
import com.iscas.templet.view.table.TableFieldType;
import com.iscas.templet.view.table.TableSearchType;
import com.iscas.templet.view.table.TableViewType;
import io.swagger.v3.oas.annotations.media.Schema;
import lombok.Data;
import lombok.EqualsAndHashCode;
import lombok.ToString;
import lombok.experimental.Accessors;
import java.util.List;
/**
 * @author zhuquanwen
 * @version 1.0
 * @date 2022/3/11 21:23
 * @since jdk11
 */
@Data
@EqualsAndHashCode(callSuper = true)
@ToString(callSuper = true)
@Schema(title = "用户")
@TableName(value = "oauth_sys_user")
@Accessors(chain = true)
@TbSetting(title = "用户", checkbox = true, viewType = TableViewType.multi)
public class User extends BaseEntity {
    @TableId(type = IdType.AUTO)
    @Schema(title = "id")
    @TbField(field = "id", header = "id",
            type = TableFieldType.text, hidden = true)
    private Integer id;
    @Schema(title = "用户名")
    @TbField(field = "name", header = "名称", search = true, searchType = TableSearchType.like,
            type = TableFieldType.text, rule=@TbFieldRule(required = true, minLength = 2, maxLength = 20, distinct = true, desc = "用户名不能为空，且长度介于2-20个字符之间"))
    private String name;
    @Schema(title = "密码")
    @TbField(field = "password", header = "密码", hidden = true, editable = false,
            type = TableFieldType.text)
    @Desensitization(dataType = PrivacyTypeEnum.PASSWORD)
    private String password;
    @Schema(title = "type")
    @TbField(field = "type", header = "用户类型", search = true, searchType = TableSearchType.exact,
            type = TableFieldType.select, option = "[{\"label\":\"正常用户\",\"value\":\"1\"},{\"label\":\"战位IP用户\",\"value\":\"2\"}]")
    private String type;
    @Schema(title = "status")
    @TbField(field = "status", header = "状态", search = true, searchType = TableSearchType.exact,
            type = TableFieldType.select, option = "[{\"label\":\"正常\",\"value\":\"1\"},{\"label\":\"禁用\",\"value\":\"0\"}]")
    private String status;
    @Schema(title = "真实姓名")
    @TbField(fieldphp = "realName", header = "真实姓名",
            type = TableFieldType.text, rule=@TbFieldRule(required = true, minLength = 2, maxLength = 20, desc = "真实姓名不能为空，且长度介于2-20个字符之间"))
    private String realName;
    @Schema(title = "电话号码")
    @TbField(field = "tel", header = "电话号码",
            type = TableFieldType.text, rule=@TbFieldRule(reg = "^(13[0-9]|14[01456879]|15[0-3,5-9]|16[2567]|17[0-8]|18[0-9]|19[0-3,5-9])\\d{8}$", desc = "电话号码需符规则"))
    @Desensitization(dataType = PrivacyTypeEnum.MOBILE_PHONE)
    private String tel;
    @Schema(title = "邮箱")
    @TbField(field = "email", header = "邮箱",
            type = TableFieldType.text, rule=@TbFieldRule(reg = "^\\w+([-+.]\\w+)*@\\w+([-.]\\w+)*.\\w+([-.]\\w+)*$", desc = "邮箱需符规则"))
    @Desensitization(dataType = PrivacyTypeEnum.EMAIL)
    private String email;
    @Schema(title = "部门")
    @TbField(field = "orgIds", header = "部门",
            type = TableFieldType.multiSelect, selectUrl = "/api/v1/orgs/combobox/tree?status=1")
    @TableField(exist = false)
    private List<Integer> orgIds;
    @Schema(title = "角色")
    @TbField(field = "roleIds", header = "角色",
            type = TableFieldType.multiSelect, selectUrl = "/api/v1/roles/combobox?status=1")
    @TableField(exist = false)
    private List<Integer> roleIds;
    @Schema(title = "岗位")
    @TbField(field = "postIds", header = "岗位",
            type = TableFieldType.multiSelect, selectUrl = "/api/v1/posts/combobox?status=1")
    @TableField(exist = false)
    private List<Integer> postIds;
}

七、脱敏效果

下面是测试的结果：

SpringBoot使用自定义注解实现数据脱敏过程详细解析

下面是一个查询接口返回带User实体的结果：

SpringBoot使用自定义注解实现数据脱敏过程详细解析

到此这篇关于SpringBoot使用自定义注解实现数据脱敏过程详细解析的文章就介绍到这了,更多相关SpringBoot数据脱敏内容请搜索我们以前的文章或继续浏览下面的相关文章希望大家以后多多支持我们！

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