python環(huán)境功能強(qiáng)大的pip-audit安全漏洞掃描工具

更新時(shí)間：2022年02月19日 09:37:38 作者：kali_Ma

這篇文章主要為大家介紹了python環(huán)境中功能強(qiáng)大的pip-audit安全漏洞掃描工具的功能介紹及安裝使用說明，有需要的朋友可以借鑒參考下，希望能夠有所幫助

關(guān)于pip-audit

pip-audit是一款功能強(qiáng)大的安全漏洞掃描工具，該工具主要針對(duì)Python環(huán)境，可以幫助廣大研究人員掃描和測(cè)試Python包中的已知安全漏洞。pip-audit使用了PythonPackagingAdvisory數(shù)據(jù)庫PyPIJSONAPI作為漏洞報(bào)告源。

功能介紹

1、支持對(duì)本地環(huán)境和依賴組件（requirements風(fēng)格文件）進(jìn)行安全審計(jì)；
2、支持多種漏洞服務(wù)（PyPI、OSV）；
3、支持以CycloneDX XML或JSON格式發(fā)送SBOM；
4、提供人類和機(jī)器均可讀的輸出格式（columnar、JSON）；
5、無縫接入 / 重用本地pip緩存；

工具安裝

pip-audit基于Python開發(fā)，且要求本地環(huán)境為Python 3.7或更新版本。安裝并配置好Python環(huán)境之后，就可以使用下列命令并通過pip來安裝pip-audit了：

python -m pip install pip-audit

第三方包

pip-audit的正常運(yùn)行需要使用到多個(gè)第三方包，具體組件包名稱和版本如下圖所示：

在這里插入圖片描述

除此之外，我們還可以通過conda來安裝pip-audit：

conda install -c conda-forge pip-audit

工具使用

我們可以直接將pip-audit以獨(dú)立程序運(yùn)行，或通過“python -m”運(yùn)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)

退出代碼

任務(wù)完成后， pip-audit將會(huì)退出運(yùn)行，并返回一個(gè)代碼以顯示其狀態(tài)，其中：

0：未檢測(cè)到已知漏洞；

1：檢測(cè)到了一個(gè)或多個(gè)已知漏洞；

工具使用樣例

審計(jì)當(dāng)前Python環(huán)境中的依賴：

$ pip-audit
No known vulnerabilities found

審計(jì)給定requirements文件的依賴：

$ pip-audit -r ./requirements.txt
No known vulnerabilities found

審計(jì)一個(gè)requirements文件，并排除系統(tǒng)包：

$ pip-audit -r ./requirements.txt -l
No known vulnerabilities found

審計(jì)依賴中發(fā)現(xiàn)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

審計(jì)依賴（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.

審計(jì)JSON格式依賴：

$ 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": []
}
]

審計(jì)并嘗試自動(dòng)審計(jì)存在漏洞的依賴：

$ 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)