Cutting through Privacy: a Hyperplane-Based Data Reconstruction Attack in Federated Learning

Federated Learning FL enables collaborative training of machine learning models across distributed clients without sharing raw data, ostensibly preserving data privacy. Nevertheless, recent studies have revealed critical vulnerabilities in FL, showing that a malicious central server can manipulat...

GHSA-G2M8-F3X2-QPRW Refuel Autolab Eval Injection vulnerability

An arbitrary code execution vulnerability exists in versions 0.0.8 and newer of the Refuel Autolabel library because of the way its classification tasks handle provided CSV files. If a victim user creates a classification task using a maliciously crafted CSV file containing Python code, the code...

CVE-2024-27320

An arbitrary code execution vulnerability exists in versions 0.0.8 and newer of the Refuel Autolabel library because of the way its classification tasks handle provided CSV files. If a victim user creates a classification task using a maliciously crafted CSV file containing Python code, the code...

CVE-2024-27320

The CVE-2024-27320 entry concerns the Refuel Autolabel library. The connected PT-2024-21820 and related sources confirm an arbitrary code execution flaw in versions 0.0.8 and newer, caused by handling of CSV files in classification tasks where Python code can be injected and executed via eval. Im...

CVE-2024-27320

An arbitrary code execution vulnerability exists in versions 0.0.8 and newer of the Refuel Autolabel library because of the way its classification tasks handle provided CSV files. If a victim user creates a classification task using a maliciously crafted CSV file containing Python code, the code...

PT-2024-21820 · Unknown · Refuel Autolabel Library

Name of the Vulnerable Software and Affected Versions: Refuel Autolabel library versions 0.0.8 and newer Description: An arbitrary code execution issue exists due to the way the Refuel Autolabel library handles provided CSV files in its classification tasks. If a maliciously crafted CSV file...