Vulnerability DatabaseCVE-2024-27321
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CVE-2024-27321
September 12, 2024
An arbitrary code execution vulnerability exists in versions 0.0.8 and newer of the Refuel Autolabel library because of the way its multilabel classification tasks handle provided CSV files. If a user creates a multilabel classification task using a maliciously crafted CSV file containing Python code, the code will be passed to an eval function which executes it.
Related Resources (5)
https://hiddenlayer.com/sai-security-advisory/2024-09-autolabel
https://github.com/refuel-ai/autolabel/blob/v0.0.16/src/autolabel/dataset/validation.py#L129-L146
https://hiddenlayer.com/sai-security-advisory/2024-09-autolabel/
https://nvd.nist.gov/vuln/detail/CVE-2024-27321
https://github.com/refuel-ai/autolabel
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CVSS v4
Base Score:
8.5
Attack Vector
LOCAL
Attack Complexity
LOW
Attack Requirements
NONE
Privileges Required
NONE
User Interaction
PASSIVE
Vulnerable System Confidentiality
HIGH
Vulnerable System Integrity
HIGH
Vulnerable System Availability
HIGH
Subsequent System Confidentiality
NONE
Subsequent System Integrity
NONE
Subsequent System Availability
NONE
CVSS v3
Base Score:
7.8
Attack Vector
LOCAL
Attack Complexity
LOW
Privileges Required
NONE
User Interaction
REQUIRED
Scope
UNCHANGED
Confidentiality
HIGH
Integrity
HIGH
Availability
HIGH
Weakness Type (CWE)
Improper Neutralization of Formula Elements in a CSV File
CWE-1236
Improper Neutralization of Directives in Dynamically Evaluated Code ('Eval Injection')
CWE-95
EPSS
Base Score:
0.09