pip-audit：功能强大的安全漏洞扫描工具
关于pip-audit
pip-audit是一款功能强大的安全漏洞扫描工具，该工具主要针对Python环境，可以帮助广大研究人员扫描和测试Python包中的已知安全漏洞。pip-audit使用了PythonPackagingAdvisory数据库PyPIJSONAPI作为漏洞报告源。
功能介绍
1、支持对本地环境和依赖组件（requirements风格文件）进行安全审计；
2、支持多种漏洞服务（PyPI、OSV）；
3、支持以CycloneDX XML或JSON格式发送SBOM；
4、提供人类和机器均可读的输出格式（columnar、JSON）；
5、无缝接入 / 重用本地pip缓存；
工具安装
pip-audit基于Python开发，且要求本地环境为Python 3.7或更新版本。安装并配置好Python环境之后，就可以使用下列命令并通过pip来安装pip-audit了：
python -m pip install pip-audit
第三方包
pip-audit的正常运行需要使用到多个第三方包，具体组件包名称和版本如下图所示：
除此之外，我们还可以通过conda来安装pip-audit：
conda install -c conda-forge pip-audit
【一>所有资源获取<一】
1、网络安全学习路线
2、电子书籍（白帽子）
3、安全大厂内部视频
4、100份src文档
5、常见安全面试题
6、ctf大赛经典题目解析
7、全套工具包
8、应急响应笔记
工具使用
我们可以直接将pip-audit以独立程序运行，或通过“python -m”运行：
pip-audit --help
python -m pip_audit --help
usage: pip-audit [-h] [-V] [-l] [-r REQUIREMENTS] [-f FORMAT] [-s SERVICE]
[-d] [-S] [--desc [{on,off,auto}]] [--cache-dir CACHE_DIR]
[--progress-spinner {on,off}] [--timeout TIMEOUT]
[--path PATHS] [-v] [--fix] [--require-hashes]
audit the Python environment for dependencies with known vulnerabilities
optional arguments:
-h, --help show this help message and exit
-V, --version show program's version number and exit
-l, --local show only results for dependencies in the local
environment (default: False)
-r REQUIREMENTS, --requirement REQUIREMENTS
audit the given requirements file; this option can be
used multiple times (default: None)
-f FORMAT, --format FORMAT
the format to emit audit results in (choices: columns,
json, cyclonedx-json, cyclonedx-xml) (default:
columns)
-s SERVICE, --vulnerability-service SERVICE
the vulnerability service to audit dependencies
against (choices: osv, pypi) (default: pypi)
-d, --dry-run without `--fix`: collect all dependencies but do not
perform the auditing step; with `--fix`: perform the
auditing step but do not perform any fixes (default:
False)
-S, --strict fail the entire audit if dependency collection fails
on any dependency (default: False)
--desc [{on,off,auto}]
include a description for each vulnerability; `auto`
defaults to `on` for the `json` format. This flag has
no effect on the `cyclonedx-json` or `cyclonedx-xml`
formats. (default: auto)
--cache-dir CACHE_DIR
the directory to use as an HTTP cache for PyPI; uses
the `pip` HTTP cache by default (default: None)
--progress-spinner {on,off}
display a progress spinner (default: on)
--timeout TIMEOUT set the socket timeout (default: 15)
--path PATHS restrict to the specified installation path for
auditing packages; this option can be used multiple
times (default: [])
-v, --verbose give more output; this setting overrides the
`PIP_AUDIT_LOGLEVEL` variable and is equivalent to
setting it to `debug` (default: False)
--fix automatically upgrade dependencies with known
vulnerabilities (default: False)
--require-hashes require a hash to check each requirement against, for
repeatable audits; this option is implied when any
package in a requirements file has a `--hash` option.
(default: False)
退出代码
任务完成后， pip-audit将会退出运行，并返回一个代码以显示其状态，其中：
0：未检测到已知漏洞；
1：检测到了一个或多个已知漏洞；
工具使用样例
审计当前Python环境中的依赖：
$ pip-audit
No known vulnerabilities found
审计给定requirements文件的依赖：
$ pip-audit -r ./requirements.txt
No known vulnerabilities found
审计一个requirements文件，并排除系统包：
$ pip-audit -r ./requirements.txt -l
No known vulnerabilities found
审计依赖中发现的安全漏洞：
$ pip-audit
Found 2 known vulnerabilities in 1 package
Name Version ID Fix Versions
---- ------- -------------- ------------
Flask 0.5 PYSEC-2019-179 1.0
Flask 0.5 PYSEC-2018-66 0.12.3
审计依赖（包含描述）：
$ pip-audit --desc
Found 2 known vulnerabilities in 1 package
Name Version ID Fix Versions Description
---- ------- -------------- ------------ --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
Flask 0.5 PYSEC-2019-179 1.0 The Pallets Project Flask before 1.0 is affected by: unexpected memory usage. The impact is: denial of service. The attack vector is: crafted encoded JSON data. The fixed version is: 1\. NOTE: this may overlap CVE-2018-1000656.
Flask 0.5 PYSEC-2018-66 0.12.3 The Pallets Project flask version Before 0.12.3 contains a CWE-20: Improper Input Validation vulnerability in flask that can result in Large amount of memory usage possibly leading to denial of service. This attack appear to be exploitable via Attacker provides JSON data in incorrect encoding. This vulnerability appears to have been fixed in 0.12.3\. NOTE: this may overlap CVE-2019-1010083.
审计JSON格式依赖：
$ pip-audit -f json | jq
Found 2 known vulnerabilities in 1 package
[
{
"name": "flask",
"version": "0.5",
"vulns": [
{
"id": "PYSEC-2019-179",
"fix_versions": [
"1.0"
],
"description": "The Pallets Project Flask before 1.0 is affected by: unexpected memory usage. The impact is: denial of service. The attack vector is: crafted encoded JSON data. The fixed version is: 1\. NOTE: this may overlap CVE-2018-1000656."
},
{
"id": "PYSEC-2018-66",
"fix_versions": [
"0.12.3"
],
"description": "The Pallets Project flask version Before 0.12.3 contains a CWE-20: Improper Input Validation vulnerability in flask that can result in Large amount of memory usage possibly leading to denial of service. This attack appear to be exploitable via Attacker provides JSON data in incorrect encoding. This vulnerability appears to have been fixed in 0.12.3\. NOTE: this may overlap CVE-2019-1010083."
}
]
},
{
"name": "jinja2",
"version": "3.0.2",
"vulns": []
},
{
"name": "pip",
"version": "21.3.1",
"vulns": []
},
{
"name": "setuptools",
"version": "57.4.0",
"vulns": []
},
{
"name": "werkzeug",
"version": "2.0.2",
"vulns": []
},
{
"name": "markupsafe",
"version": "2.0.1",
"vulns": []
}
]
审计并尝试自动审计存在漏洞的依赖：
$ pip-audit --fix
Found 2 known vulnerabilities in 1 package and fixed 2 vulnerabilities in 1 package
Name Version ID Fix Versions Applied Fix
----- ------- -------------- ------------ ----------------------------------------
flask 0.5 PYSEC-2019-179 1.0 Successfully upgraded flask (0.5 => 1.0)
flask 0.5 PYSEC-2018-66 0.12.3 Successfully upgraded flask (0.5 => 1.0)
许可证协议
本项目的开发与发布遵循 Apache 2.0开源许可证协议。