CVE-2024-12720

Public Exploit
Regular Expression Denial of Service (ReDoS) in huggingface/transformers

Description

A Regular Expression Denial of Service (ReDoS) vulnerability was identified in the huggingface/transformers library, specifically in the file tokenization_nougat_fast.py. The vulnerability occurs in the post_process_single() function, where a regular expression processes specially crafted input. The issue stems from the regex exhibiting exponential time complexity under certain conditions, leading to excessive backtracking. This can result in significantly high CPU usage and potential application downtime, effectively creating a Denial of Service (DoS) scenario. The affected version is v4.46.3 (latest).

Category

5.3
CVSS
Severity: Medium
CVSS 3.0 •
EPSS 0.06%
Affected: huggingface huggingface/transformers
Published at:
Updated at:

References

Frequently Asked Questions

What is the severity of CVE-2024-12720?
CVE-2024-12720 has been scored as a medium severity vulnerability.
How to fix CVE-2024-12720?
To fix CVE-2024-12720, make sure you are using an up-to-date version of the affected component(s) by checking the vendor release notes. As for now, there are no other specific guidelines available.
Is CVE-2024-12720 being actively exploited in the wild?
It is possible that CVE-2024-12720 is being exploited or will be exploited in a near future based on public information. According to its EPSS score, there is a ~0% probability that this vulnerability will be exploited by malicious actors in the next 30 days.
What software or system is affected by CVE-2024-12720?
CVE-2024-12720 affects huggingface huggingface/transformers.
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