Deserialization of Untrusted Data Affecting ydata-profiling package, versions [4.0.0,]


Severity

Recommended
0.0
high
0
10

CVSS assessment made by Snyk's Security Team. Learn more

Threat Intelligence

EPSS
0.04% (11th percentile)

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  • Snyk IDSNYK-PYTHON-YDATAPROFILING-7213243
  • published5 Jun 2024
  • disclosed4 Jun 2024
  • creditKASIMIR SCHULZ- HIDDENLAYER

Introduced: 4 Jun 2024

CVE-2024-37062  (opens in a new tab)
CWE-502  (opens in a new tab)

How to fix?

There is no fixed version for ydata-profiling.

Overview

ydata-profiling is a Generate profile report for pandas DataFrame

Affected versions of this package are vulnerable to Deserialization of Untrusted Data via the loads function in serialize_report.py. Exploiting this vulnerability is possible by creating a maliciously crafted profile reports.

Details

Serialization is a process of converting an object into a sequence of bytes which can be persisted to a disk or database or can be sent through streams. The reverse process of creating object from sequence of bytes is called deserialization. Serialization is commonly used for communication (sharing objects between multiple hosts) and persistence (store the object state in a file or a database). It is an integral part of popular protocols like Remote Method Invocation (RMI), Java Management Extension (JMX), Java Messaging System (JMS), Action Message Format (AMF), Java Server Faces (JSF) ViewState, etc.

Deserialization of untrusted data (CWE-502) is when the application deserializes untrusted data without sufficiently verifying that the resulting data will be valid, thus allowing the attacker to control the state or the flow of the execution.

CVSS Scores

version 3.1