CVE-2024-37062Public exploit

Arbitrary code execution via unsafe profile deserialization

Published Jun 4, 2024 · Updated Aug 2, 2024

Deserialization in YData ydata-profiling 3.7.0 and later allows attackers to execute arbitrary code by loading a crafted report. The loads function in src/ydata_profiling/serialize_report.py passes attacker-controlled report bytes directly to pickle.loads without validation. Execution requires an end user to load the serialized profile through load or loads, after which the payload runs with that user's privileges.

CVSS severity7.8
High
EPSS probability0.24%
Next 30 days · Sep 16, 2026
Known exploitationUnconfirmed
Based on sourced intelligence
Hinoki checkNot available
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Summary

What happened

Deserialization in YData ydata-profiling 3.7.0 and later allows attackers to execute arbitrary code by loading a crafted report. The loads function in src/ydata_profiling/serialize_report.py passes attacker-controlled report bytes directly to pickle.loads without validation. Execution requires an end user to load the serialized profile through load or loads, after which the payload runs with that user's privileges.

The record

CVE
CVE-2024-37062
Published
Jun 4, 2024
Updated
Aug 2, 2024
Vendor
YData
Product
ydata-profiling
Classifications
CWE-502, CAPEC-586, T1204.002
Attack vector
local
Privileges
unauthenticated

Timeline

How it unfolded

  1. Jun 4, 2024CVE publishedPublication date reported by the CVE source.
  2. Aug 2, 2024Record updatedLatest update available in the CVE record.

Exploitability

Present is not the same as exploitable

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Is a vulnerable build present?

Compare these published version ranges with your installed build and any vendor patches.

  1. Affected versionversion=0 <=3.7.0
  2. Affected versionversion=3.7.0 <=*

What conditions does exploitation require?

Attack vectorlocal
Required privilegesunauthenticated

What is affected?

YData · ydata-profilingversion=0 <=3.7.0; version=3.7.0 <=*

Published CVSS scores

7.8HiddenLayerCVSS:3.1/AV:L/AC:L/PR:N/UI:R/S:U/C:H/I:H/A:H

CVSS describes severity. EPSS estimates exploitation probability.

Attacks

What attackers are doing with it

Daily unique IPs observed by Shadowserver honeypots for known exploited vulnerabilities (KEVs). Missing observations do not establish an absence of attacks.

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No observations available

Sep 10, 2026Sep 16, 2026
Latest reporting daySep 16, 2026
Latest daily unique IPsUnavailable
Prior 30-day averageUnavailable
SourceShadowserver honeypots (KEV)
Vectorlocal
Privilegesunauthenticated
Known exploitationUnconfirmed
Public exploitPublished

Weakness, pattern, technique

CWE-502Deserialization of Untrusted Data
CAPEC-586Object Injection
T1204.002Malicious File

Public exploit references

Labels summarize the accepted research assessment. They do not indicate a test against your environment.

Technologies

Your stack

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Your stack

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