CVE-2024-23752
CWE-862Published: January 22, 2024· Updated: Jun 17, 2026
Official Description
GenerateSDFPipeline in synthetic_dataframe in PandasAI (aka pandas-ai) through 1.5.17 allows attackers to trigger the generation of arbitrary Python code that is executed by SDFCodeExecutor. An attacker can create a dataframe that provides an English language specification of this Python code. NOTE: the vendor previously attempted to restrict code execution in response to a separate issue, CVE-2023-39660.
Risk Analysis
PandasAI allows attackers to trigger the execution of arbitrary Python code through the generation of synthetic dataframes. This critical vulnerability allows for remote code execution via malicious English language input.
There is no public exploit known, and it is not in the KEV catalog. The vulnerability is remotely exploitable with low attack complexity.
Upgrade PandasAI to a version beyond 1.5.17 and implement strict input validation for all user-provided specifications.
Technical Analysis
CVE-2024-23752 can be exploited remotely over the network without requiring physical or adjacent access, significantly expanding the attack surface for threat actors.
The vulnerability requires no privileges and no user interaction, making it a prime target for automated exploitation campaigns and worm-like propagation.
A successful exploit results in complete confidentiality breach (data exposure), full integrity compromise (data manipulation), availability disruption (denial of service), with a CVSS base score of 9.8.
CVSS v3.1 Vector Breakdown
Affected Vendors & Products
Exploit & PoC Resources
Official Patches & Advisories
All References (2)
Quick Facts
Related CVEs (CWE-862)
Recommended Actions
- →Apply vendor patches immediately
- →Monitor CVE-2024-23752 in threat intel feeds
- →Review IDS/IPS signatures for exploitation attempts