Python Security model¶
Python doesn’t implement privilege separation (not “inside” Python) to reduce the attack surface of Python. Once an attacker is able the execute arbitrary Python code, the attacker basically gets a full access to the system. Privilege separation can be implemented “outside” Python by putting Python inside a sandbox.
Example with bpo-36506 (closed as not a
getattr() executes arbitrary code by design, it’s not a
CPython doesn’t verify that bytecode is safe. If an attacker is able to execute arbitrary bytecode, we consider that the security of the bytecode is the least important issue: using bytecode, sensitive code can be imported and executed.
For example, the
marshal doesn’t validate inputs.
Don’t try to build a sandbox inside CPython. The attack surface is too large.
Python has many introspection features, see for example the
Python also many convenient features which executes code on demand. Examples:
- the literal string
- the code to log a warning might be abused to execute code
The good design is to put CPython into a sandbox, not the opposite.
Ok, understood, but I want a sandbox in Python. Well…
- Eval really is dangerous (Ned Batchelder, June 2012)
- PyPy sandboxing
- For Linux, search for SECCOMP
Dangerous functions and modules¶
- Python 2 input()
- Python 2 execfile()
- str.format(), Python 3 str.format_map, and Python 2 unicode.format() all allow arbitrary attribute access on formatted values, and hence access to Python’s introspection features: Be Careful with Python’s New-Style String Format (Armin Ronacher, December 2016)
picklemodule executes arbitrary Python code: never use it with untrusted data.
Archives and absolute paths¶
- tarfile: Never extract archives from untrusted sources without prior inspection. It is possible that files are created outside of path, e.g. members that have absolute filenames starting with “/” or filenames with two dots “..”.
- zipfile: Never extract archives from untrusted sources without prior inspection. It is possible that files are created outside of path, e.g. members that have absolute filenames starting with “/” or filenames with two dots “..”. zipfile attempts to prevent that.
Archives and Zip Bomb (CVE-2019-9674)¶
Be careful of “Zip Bombs”: a very small archive can use a huge amount of memory and disk space once decompressed.
The zlib module allows to limit the maximum length: https://docs.python.org/dev/library/zlib.html#zlib.Decompress.decompress
For example, the OpenStack Nova was vulnerable of denial of service if a compressed virtual machine was a Zip Bomb: OSSA 2016-012 and CVE-2015-5162.
Turns out qemu image parser is not hardened against malicious input and can be abused to allocated an arbitrary amount of memory and/or dump a lot of information when used with “–output=json”.
Nova has been fixed using the
prlimit command (with one implementation
written in Python: prlimit.py)
to limit the maximum memory of the process.
Shell command injection¶
Whenever possible, avoid
shlex.quote() can be used to escape command line arguments to use
them safetely in a shell command.
For Windows, see:
- secrets module (Python 3.6)
- Python 3.6:
- Python 3.5:
- Python 2.7:
- PEP 524: Make os.urandom() blocking on Linux: Python 3.6
- Python 3.6:
- Python issue: Re-seed OpenSSL’s PRNG after fork
- OpenSSL Random fork-safety
random module must not be used in security sensitive code, except of
CPython Security Experts¶
- Alex Gaynor
- Antoine Pitrou
- Christian Heimes
- Donald Stufft
ASLR and DEP¶
ASLR and DEP protections enabled since Python 3.4 (and Python 2.7.11 if built
Unsafe Python 2.7 default installation directory¶
Python 2.7 installer uses
C:\Python27\ directory by default. The created
directory has the “Modify” access rights given to the “Authenticated Users”
group. An attacker can modify the standard library or even modify
python.exe. Python 3 installer now installs Python in
C:\Program Files by
default to fix this issue. Override the default installation directory, or
fix the directory permissions.
On Windows 8.1 and older, the installer is vulnerable to DLL injection: evil DLL written in the same download directory that the downloaded Python installer. See DLL Hijacking Just Won’t Die.
DLL injection using PATH¶
Inject a malicious DLL in a writable directory included in PATH. The “pip” step of the Python installer will run this DLL.
We consider that it is not an issue of Python (Python installer) itself.
Once you have write access to a directory on the system PATH (not the current user PATH) and the ability to write binaries that are not validated by the operating system before loading, there are many more interesting things you can do rather than wait for the Python installer to be run.
Module Search Path (sys.path)¶
- python3 -E:
PYTHON*environment variables like
- python3 -I:
isolated mode, also implies
- bpo-5753: CVE-2008-5983 python: untrusted python modules search path (2009) added PySys_SetArgvEx() (to Python 2.6.6, 2.7.0, 3.1.3, 3.2.0): allows embedders of the interpreter to set sys.argv without also modifying sys.path. This helps fix CVE-2008-5983.
- CVE-2015-5652: Untrusted search path vulnerability in python.exe in Python through 3.5.0 on Windows allows local users to gain privileges via a Trojan horse readline.pyd file in the current working directory. NOTE: the vendor says “It was determined that this is a longtime behavior of Python that cannot really be altered at this point.”
Static analysers of CPython code base¶
- Introduction to Fuzzing in Python with AFL (2015-04-13) by Alex Gaynor
- Python 3.7 adds a
is_safeattribute to uuid.UUID objects: http://bugs.python.org/issue22807
- XML: defusedxml, XML bomb protection for Python stdlib modules
- Python at HackerOne
- humans.txt of python.org with the list of “people who found security bugs in the website”. For the rationale, see humanstxt.org.
Python Security Response Team (PSRT)¶
- Handle email@example.com incoming emails
- PSRT issues (private)
- LWN: The Python security response team (June, 2016)
- Reporting security issues in Python
- Python Security Announce public mailing list
- OWASP Python Security Project (pythonsecurity.org)
- bandit: Python AST-based static analyzer from OpenStack Security Group
- Python CVEs (cvedetails.com)
- owasp-pysec: OWASP Python Security Project
- LWN: Python ssl module update by Christian Heimes at the Python Language Summit 2017 (during Pycon US, Portland, OR)