CVE-2024-3568
Assigner: @huntr_ai
Published: 2024-04-10T17:07:55.667Z
State: PUBLISHED
title: Arbitrary Code Execution via Deserialization in huggingface/transformers
descriptions: value: The huggingface/transformers library is vulnerable to arbitrary code execution through deserialization of untrusted data within the `load_repo_checkpoint()` function of the `TFPreTrainedModel()` class. Attackers can execute arbitrary code and commands by crafting a malicious serialized payload, exploiting the use of `pickle.load()` on data from potentially untrusted sources. This vulnerability allows for remote code execution (RCE) by deceiving victims into loading a seemingly harmless checkpoint during a normal training process, thereby enabling attackers to execute arbitrary code on the targeted machine.
affected: vendor: huggingface
product: huggingface/transformers
versions: version: unspecified
lessThan: 4.38
status: affected
versionType: custom
metrics: cvssV3_0: version: 3.0
attackComplexity: HIGH
attackVector: NETWORK
availabilityImpact: LOW
confidentialityImpact: NONE
integrityImpact: NONE
privilegesRequired: NONE
scope: CHANGED
userInteraction: REQUIRED
vectorString: CVSS:3.0/AV:N/AC:H/PR:N/UI:R/S:C/C:N/I:N/A:L
baseScore: 3.4
baseSeverity: LOW
problemTypes: descriptions: type: CWE
description: CWE-502 Deserialization of Untrusted Data
cweId: CWE-502
source: advisory: b3c36992-5264-4d7f-9906-a996efafba8f
discovery: EXTERNAL