CVE-2026-31254: n/a
CVE-2026-31254 is a code injection vulnerability in the flash-attention project's training script. The vulnerability arises because the script registers Python's eval() function as a Hydra configuration resolver named 'eval', allowing configuration files to execute arbitrary Python code using the ${eval:... } syntax. An attacker who can supply a malicious configuration file can trigger arbitrary code execution when the training script processes that configuration. No patch or official remediation has been documented yet, and no known exploits are reported in the wild.
AI Analysis
Technical Summary
The flash-attention project, as of commit e724e2588cbe754beb97cf7c011b5e7e34119e62 dated 2025-13-04, contains a code injection vulnerability (CWE-94) in its training script. This occurs because the script exposes the Python eval() function as a Hydra configuration resolver under the name 'eval'. This design permits configuration files to execute arbitrary Python code via the ${eval:...} syntax. An attacker able to provide a malicious configuration file can exploit this to execute arbitrary code during the training process.
Potential Impact
Successful exploitation allows arbitrary code execution on the system running the training script, potentially leading to full compromise of the environment where the script is executed. This could result in unauthorized actions, data manipulation, or system control depending on the privileges of the executing process.
Mitigation Recommendations
Patch status is not yet confirmed — check the vendor advisory for current remediation guidance. Until an official fix is available, avoid running the training script with untrusted or unauthenticated configuration files to prevent exploitation. Restrict access to configuration files and validate or sanitize inputs where possible.
CVE-2026-31254: n/a
Description
CVE-2026-31254 is a code injection vulnerability in the flash-attention project's training script. The vulnerability arises because the script registers Python's eval() function as a Hydra configuration resolver named 'eval', allowing configuration files to execute arbitrary Python code using the ${eval:... } syntax. An attacker who can supply a malicious configuration file can trigger arbitrary code execution when the training script processes that configuration. No patch or official remediation has been documented yet, and no known exploits are reported in the wild.
AI-Powered Analysis
Machine-generated threat intelligence
Technical Analysis
The flash-attention project, as of commit e724e2588cbe754beb97cf7c011b5e7e34119e62 dated 2025-13-04, contains a code injection vulnerability (CWE-94) in its training script. This occurs because the script exposes the Python eval() function as a Hydra configuration resolver under the name 'eval'. This design permits configuration files to execute arbitrary Python code via the ${eval:...} syntax. An attacker able to provide a malicious configuration file can exploit this to execute arbitrary code during the training process.
Potential Impact
Successful exploitation allows arbitrary code execution on the system running the training script, potentially leading to full compromise of the environment where the script is executed. This could result in unauthorized actions, data manipulation, or system control depending on the privileges of the executing process.
Mitigation Recommendations
Patch status is not yet confirmed — check the vendor advisory for current remediation guidance. Until an official fix is available, avoid running the training script with untrusted or unauthenticated configuration files to prevent exploitation. Restrict access to configuration files and validate or sanitize inputs where possible.
Technical Details
- Data Version
- 5.2
- Assigner Short Name
- mitre
- Date Reserved
- 2026-03-09T00:00:00.000Z
- Cvss Version
- null
- State
- PUBLISHED
- Remediation Level
- null
Threat ID: 6a028781cbff5d86108b8f78
Added to database: 5/12/2026, 1:50:57 AM
Last enriched: 5/12/2026, 2:11:38 AM
Last updated: 5/12/2026, 3:19:44 AM
Views: 3
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