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CVE-2025-55554

pytorch v2.8.0 was discovered to contain an integer overflow in the component torch.nan_to_num-...

5.3 MediumFix available

pytorch v2.8.0 was discovered to contain an integer overflow in the component torch.nan_to_num-.long().

Attack profile

How easy it is to exploit

Attack vector
Network
Complexity
Low
Privileges needed
None
User interaction
None

What an attacker can affect

Confidentiality
None
Integrity
None
Availability
Low

Exploit likelihood

0.32%Up 0.3 points since Sep 26, 2025
90%50%10%1%

What each source reports

CVE List Score used 5.3

pytorch v2.8.0 was discovered to contain an integer overflow in the component torch.nan_to_num-.long().

Record
CVE-2025-55554
CVSS 3.1
5.3 MediumCVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:N/I:N/A:L
Weakness
CWE-190
Updated
2026-11-02
EUVDEUVD-2025-31130 5.3

pytorch v2.8.0 was discovered to contain an integer overflow in the component torch.nan_to_num-.long().

Record
EUVD-2025-31130
CVSS 3.1
5.3 MediumCVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:N/I:N/A:L
Updated
2026-11-02
GitHub AdvisoriesGHSA-f9wh-qr6g-v2h4 5.3

pytorch v2.8.0 was discovered to contain an integer overflow in the component torch.nan_to_num-...

pytorch v2.8.0 was discovered to contain an integer overflow in the component torch.nan_to_num-.long().

Record
GHSA-f9wh-qr6g-v2h4
CVSS 3.1
5.3 MediumCVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:N/I:N/A:L
Weakness
CWE-190
Updated
2026-11-02
NVD 5.3

pytorch v2.8.0 was discovered to contain an integer overflow in the component torch.nan_to_num-.long().

Record
CVE-2025-55554
CVSS 3.1
5.3 MediumCVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:N/I:N/A:L
Weakness
CWE-190
Updated
2026-11-06
OSV 5.3

pytorch v2.8.0 was discovered to contain an integer overflow in the component torch.nan_to_num-.long().

Record
CVE-2025-55554
CVSS 3.1
5.3 MediumCVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:N/I:N/A:L
Updated
2026-11-07
OSVDEBIAN-CVE-2025-55554 5.3

pytorch v2.8.0 was discovered to contain an integer overflow in the component torch.nan_to_num-.long().

Record
DEBIAN-CVE-2025-55554
CVSS 3.1
5.3 MediumCVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:N/I:N/A:L
Updated
2026-11-06
Show 5 moreShow less
OSVPYSEC-2025-206 5.3

pytorch v2.8.0 was discovered to contain an integer overflow in the component torch.nan_to_num-.long().

Record
PYSEC-2025-206
CVSS 3.1
5.3 MediumCVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:N/I:N/A:L
Updated
2026-11-02
OSVUBUNTU-CVE-2025-55554 5.3

pytorch v2.8.0 was discovered to contain an integer overflow in the component torch.nan_to_num-.long().

Record
UBUNTU-CVE-2025-55554
CVSS 3.1
5.3 MediumCVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:N/I:N/A:L
Updated
2026-11-02
OSVAZL-68106 No score

CVE-2025-55554 affecting package pytorch 2.2.2-17

pytorch v2.8.0 was discovered to contain an integer overflow in the component torch.nan_to_num-.long().

Record
AZL-68106
Updated
2026-11-05
OSVAZL-68123 No score

CVE-2025-55554 affecting package pytorch 2.0.0-14

pytorch v2.8.0 was discovered to contain an integer overflow in the component torch.nan_to_num-.long().

Record
AZL-68123
Updated
2026-11-02
OSVBIT-pytorch-2025-55554 No score

pytorch v2.8.0 was discovered to contain an integer overflow in the component torch.nan_to_num-.long().

Record
BIT-pytorch-2025-55554
Updated
2026-11-02

Affected products

Affected packages

Affected packages
PackageAffectedFixed
pytorch
Azure Linux:3
through 2.2.2-17 None known
pytorch
Azure Linux:2
through 2.0.0-14 None known
pytorch
Bitnami
before 2.9.0
2.9.0
pytorch
Debian:12
All versions, plus listed versions
1.13.1+dfsg-41.13.1+dfsg-52.0.1+dfsg-12.0.1+dfsg-1~exp12.0.1+dfsg-2
Show 36 moreShow less
2.0.1+dfsg-42.0.1+dfsg-52.1.2+dfsg-12.1.2+dfsg-22.1.2+dfsg-42.12.0+dfsg2-12.12.0+dfsg2-1~exp12.12.0+dfsg2-1~exp22.12.0+dfsg2-22.12.0+dfsg2-32.12.0+dfsg2-42.12.1+dfsg-12.12.1+dfsg-22.14.1+dfsg-12.14.1+dfsg-1~exp12.4.1-12.4.1-32.4.1-42.5.0+dfsg-12.5.1+dfsg-12.5.1+dfsg-32.5.1+dfsg-42.6.0+dfsg-12.6.0+dfsg-1~exp12.6.0+dfsg-22.6.0+dfsg-32.6.0+dfsg-42.6.0+dfsg-52.6.0+dfsg-72.6.0+dfsg-82.6.0+dfsg-92.6.0~rc9+dfsg-1~exp12.9.0+dfsg-1~exp12.9.0+dfsg-1~exp22.9.1+dfsg-1~exp12.9.1+dfsg-1~exp2
None known
pytorch
Debian:13
All versions, plus listed versions
2.12.0+dfsg2-12.12.0+dfsg2-1~exp12.12.0+dfsg2-1~exp22.12.0+dfsg2-22.12.0+dfsg2-3
Show 12 moreShow less
2.12.0+dfsg2-42.12.1+dfsg-12.12.1+dfsg-22.14.1+dfsg-12.14.1+dfsg-1~exp12.6.0+dfsg-72.6.0+dfsg-82.6.0+dfsg-92.9.0+dfsg-1~exp12.9.0+dfsg-1~exp22.9.1+dfsg-1~exp12.9.1+dfsg-1~exp2
None known
pytorch
Debian:14
All versions, plus listed versions
2.12.0+dfsg2-12.12.0+dfsg2-1~exp12.12.0+dfsg2-1~exp22.12.0+dfsg2-22.12.0+dfsg2-3
Show 12 moreShow less
2.12.0+dfsg2-42.12.1+dfsg-12.12.1+dfsg-22.14.1+dfsg-12.14.1+dfsg-1~exp12.6.0+dfsg-72.6.0+dfsg-82.6.0+dfsg-92.9.0+dfsg-1~exp12.9.0+dfsg-1~exp22.9.1+dfsg-1~exp12.9.1+dfsg-1~exp2
None known
torch
PyPI
before 2.9.0, plus listed versions
1.0.01.0.11.1.01.10.01.10.1
Show 37 moreShow less
1.10.21.11.01.12.01.12.11.13.01.13.11.2.01.3.01.3.11.4.01.5.01.5.11.6.01.7.01.7.11.8.01.8.11.9.01.9.12.0.02.0.12.1.02.1.12.1.22.2.02.2.12.2.22.3.02.3.12.4.02.4.12.5.02.5.12.6.02.7.02.7.12.8.0
2.9.0
pytorch
Ubuntu:22.04:LTS
All versions, plus listed versions
1.7.1-71.8.1-4
None known
pytorch
Ubuntu:25.10
All versions, plus listed versions
2.6.0+dfsg-5build12.6.0+dfsg-7
None known
pytorch
Ubuntu:26.10
All versions, plus listed versions
2.9.1+dfsg-1~exp1ubuntu22.12.1+dfsg-1
None known
pytorch
Ubuntu:26.04:LTS
All versions, plus listed versions
2.6.0+dfsg-72.6.0+dfsg-92.9.1+dfsg-1~exp1ubuntu2
None known

History

History
RecordedChangedSources
affectedNVD, OSV
factsOSV
first indexedCVE List, EUVD, GitHub Advisories, NVD, OSV

Dates are when Every CVE recorded each change. Upstream dates may differ.

In short

CVE-2025-55554 is a medium vulnerability (CVSS 5.3) in Linuxfoundation Pytorch, published September 25, 2025. No source lists public exploit code. EPSS puts the chance of exploitation in the next 30 days at 0.32%, the 24th percentile. Fixed in pytorch 2.9.0.

References

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