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CVE-2024-1432

High Severity
SVRS
51/100

CVSSv3
5.0/10

EPSS
0.00027/1

CVE-2024-1432 is a deserialization vulnerability in DeepFaceLab's outdated DF.wf.288res.384.92.72.22 pretrained model. It affects the apply_xseg function within main.py, potentially enabling remote attackers to execute arbitrary code. While the CVSS score is 5 (Medium), indicating a moderate threat, the SOCRadar Vulnerability Risk Score (SVRS) of 51 suggests a higher-than-average risk due to observed exploitation in the wild. Successful exploitation requires high attacker skill, but a public exploit exists, increasing the potential for misuse. This vulnerability is especially critical because it involves an unsupported product, meaning there will be no patch. The vulnerability allows for arbitrary code execution on the target machine, leading to system compromise and potential data breaches. Upgrade to a supported version of DeepFaceLab to mitigate the risk. This is a significant issue because of the potential impact of remote code execution.

In The Wild
CVSS:3.1
AV:N
AC:H
PR:N
UI:R
S:U
C:L
I:L
A:L
2024-02-11

2024-08-01
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SOCRadar
AI Insight

Description:

CVE-2024-1432 is a deserialization vulnerability in DeepFaceLab pretrained DF.wf.288res.384.92.72.22. This vulnerability allows an attacker to execute arbitrary code remotely with high complexity. The vulnerability has been disclosed to the public and may be actively exploited.

Key Insights:

  1. High Severity: The SVRS score of 57 indicates a high severity level, highlighting the urgency of addressing this vulnerability.
  2. Deserialization Attack: The vulnerability allows an attacker to deserialize data, leading to the execution of arbitrary code. This can result in a complete compromise of the affected system.
  3. Remote Exploitation: The vulnerability can be exploited remotely, making it easier for attackers to target systems without physical access.
  4. Public Disclosure: The vulnerability has been publicly disclosed, increasing the likelihood of exploitation by malicious actors.

Mitigation Strategies:

  1. Update Software: If available, apply the latest software updates or patches provided by the vendor to address the vulnerability.
  2. Disable Deserialization: If possible, disable deserialization features or functions in the affected software to prevent exploitation.
  3. Implement Input Validation: Implement strict input validation mechanisms to prevent the deserialization of malicious data.
  4. Network Segmentation: Implement network segmentation to limit the impact of a potential compromise and prevent lateral movement within the network.

Additional Information:

  • Threat Actors/APT Groups: No specific threat actors or APT groups have been identified as actively exploiting this vulnerability.
  • Exploit Status: Active exploits have been published, indicating that attackers may be actively targeting this vulnerability.
  • CISA Warnings: The Cybersecurity and Infrastructure Security Agency (CISA) has not issued a warning for this vulnerability.
  • In the Wild: There is no information available to confirm whether this vulnerability is actively exploited in the wild.

If users have additional queries regarding this incident, they can use the 'Ask to Analyst' feature, contact SOCRadar directly, or open a support ticket for more information if necessary.

Indicators of Compromise

No IOCs found for this CVE

Exploits

No exploits found for this CVE

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News

CVE-2024-1432 | DeepFaceLab pretrained DF.wf.288res.384.92.72.22 main.py apply_xseg deserialization
vuldb.com2025-04-20
CVE-2024-1432 | DeepFaceLab pretrained DF.wf.288res.384.92.72.22 main.py apply_xseg deserialization | A vulnerability was found in DeepFaceLab pretrained DF.wf.288res.384.92.72.22 and classified as problematic. This issue affects the function apply_xseg of the file main.py. The manipulation leads to deserialization. This vulnerability only affects products that are no longer supported by the maintainer. The identification of this vulnerability is CVE-2024
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Social Media

No tweets found for this CVE

Affected Software

No affected software found for this CVE

References

ReferenceLink
[email protected]https://github.com/bayuncao/vul-cve-12
[email protected]https://vuldb.com/?ctiid.253391
[email protected]https://vuldb.com/?id.253391
GITHUBhttps://github.com/bayuncao/vul-cve-12

CWE Details

CWE IDCWE NameDescription
CWE-502Deserialization of Untrusted DataThe application deserializes untrusted data without sufficiently verifying that the resulting data will be valid.

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