CVEDB API

Vulnerabilities

Vulnerable Software

Vulnerability Details CVE-2024-5452

A remote code execution (RCE) vulnerability exists in the lightning-ai/pytorch-lightning library version 2.2.1 due to improper handling of deserialized user input and mismanagement of dunder attributes by the `deepdiff` library. The library uses `deepdiff.Delta` objects to modify application state based on frontend actions. However, it is possible to bypass the intended restrictions on modifying dunder attributes, allowing an attacker to construct a serialized delta that passes the deserializer whitelist and contains dunder attributes. When processed, this can be exploited to access other modules, classes, and instances, leading to arbitrary attribute write and total RCE on any self-hosted pytorch-lightning application in its default configuration, as the delta endpoint is enabled by default.

Exploit prediction scoring system (EPSS) score

EPSS Score 0.399

EPSS Ranking 97.2%

CVSS Severity

CVSS v3 Score 9.8

References

Products affected by CVE-2024-5452

Lightningai » Pytorch Lightning » Version: 0.0.1

cpe:2.3:a:lightningai:pytorch_lightning:0.0.1
Lightningai » Pytorch Lightning » Version: 0.0.2

cpe:2.3:a:lightningai:pytorch_lightning:0.0.2
Lightningai » Pytorch Lightning » Version: 0.1.1

cpe:2.3:a:lightningai:pytorch_lightning:0.1.1
Lightningai » Pytorch Lightning » Version: 0.1.2

cpe:2.3:a:lightningai:pytorch_lightning:0.1.2
Lightningai » Pytorch Lightning » Version: 0.10.0

cpe:2.3:a:lightningai:pytorch_lightning:0.10.0
Lightningai » Pytorch Lightning » Version: 0.2

cpe:2.3:a:lightningai:pytorch_lightning:0.2
Lightningai » Pytorch Lightning » Version: 0.2.1

cpe:2.3:a:lightningai:pytorch_lightning:0.2.1
Lightningai » Pytorch Lightning » Version: 0.2.2

cpe:2.3:a:lightningai:pytorch_lightning:0.2.2
Lightningai » Pytorch Lightning » Version: 0.2.3

cpe:2.3:a:lightningai:pytorch_lightning:0.2.3
Lightningai » Pytorch Lightning » Version: 0.2.4

cpe:2.3:a:lightningai:pytorch_lightning:0.2.4
Lightningai » Pytorch Lightning » Version: 0.2.5

cpe:2.3:a:lightningai:pytorch_lightning:0.2.5
Lightningai » Pytorch Lightning » Version: 0.2.6

cpe:2.3:a:lightningai:pytorch_lightning:0.2.6
Lightningai » Pytorch Lightning » Version: 0.3

cpe:2.3:a:lightningai:pytorch_lightning:0.3
Lightningai » Pytorch Lightning » Version: 0.3.1

cpe:2.3:a:lightningai:pytorch_lightning:0.3.1
Lightningai » Pytorch Lightning » Version: 0.3.2

cpe:2.3:a:lightningai:pytorch_lightning:0.3.2
Lightningai » Pytorch Lightning » Version: 0.3.3

cpe:2.3:a:lightningai:pytorch_lightning:0.3.3
Lightningai » Pytorch Lightning » Version: 0.3.4

cpe:2.3:a:lightningai:pytorch_lightning:0.3.4
Lightningai » Pytorch Lightning » Version: 0.3.5

cpe:2.3:a:lightningai:pytorch_lightning:0.3.5
Lightningai » Pytorch Lightning » Version: 0.3.6

cpe:2.3:a:lightningai:pytorch_lightning:0.3.6
Lightningai » Pytorch Lightning » Version: 0.4.0

cpe:2.3:a:lightningai:pytorch_lightning:0.4.0
Lightningai » Pytorch Lightning » Version: 0.4.1

cpe:2.3:a:lightningai:pytorch_lightning:0.4.1
Lightningai » Pytorch Lightning » Version: 0.4.2

cpe:2.3:a:lightningai:pytorch_lightning:0.4.2
Lightningai » Pytorch Lightning » Version: 0.4.3

cpe:2.3:a:lightningai:pytorch_lightning:0.4.3
Lightningai » Pytorch Lightning » Version: 0.4.4

cpe:2.3:a:lightningai:pytorch_lightning:0.4.4
Lightningai » Pytorch Lightning » Version: 0.4.5

cpe:2.3:a:lightningai:pytorch_lightning:0.4.5
Lightningai » Pytorch Lightning » Version: 0.4.6

cpe:2.3:a:lightningai:pytorch_lightning:0.4.6
Lightningai » Pytorch Lightning » Version: 0.4.7

cpe:2.3:a:lightningai:pytorch_lightning:0.4.7
Lightningai » Pytorch Lightning » Version: 0.4.8

cpe:2.3:a:lightningai:pytorch_lightning:0.4.8
Lightningai » Pytorch Lightning » Version: 0.4.9

cpe:2.3:a:lightningai:pytorch_lightning:0.4.9
Lightningai » Pytorch Lightning » Version: 0.5.0

cpe:2.3:a:lightningai:pytorch_lightning:0.5.0
Lightningai » Pytorch Lightning » Version: 0.5.1

cpe:2.3:a:lightningai:pytorch_lightning:0.5.1
Lightningai » Pytorch Lightning » Version: 0.5.2

cpe:2.3:a:lightningai:pytorch_lightning:0.5.2
Lightningai » Pytorch Lightning » Version: 0.5.2.1

cpe:2.3:a:lightningai:pytorch_lightning:0.5.2.1
Lightningai » Pytorch Lightning » Version: 0.5.3

cpe:2.3:a:lightningai:pytorch_lightning:0.5.3
Lightningai » Pytorch Lightning » Version: 0.5.3.1

cpe:2.3:a:lightningai:pytorch_lightning:0.5.3.1
Lightningai » Pytorch Lightning » Version: 0.5.3.2

cpe:2.3:a:lightningai:pytorch_lightning:0.5.3.2
Lightningai » Pytorch Lightning » Version: 0.6.0

cpe:2.3:a:lightningai:pytorch_lightning:0.6.0
Lightningai » Pytorch Lightning » Version: 0.7.0

cpe:2.3:a:lightningai:pytorch_lightning:0.7.0
Lightningai » Pytorch Lightning » Version: 0.7.1

cpe:2.3:a:lightningai:pytorch_lightning:0.7.1
Lightningai » Pytorch Lightning » Version: 0.7.2

cpe:2.3:a:lightningai:pytorch_lightning:0.7.2
Lightningai » Pytorch Lightning » Version: 0.7.3

cpe:2.3:a:lightningai:pytorch_lightning:0.7.3
Lightningai » Pytorch Lightning » Version: 0.7.4

cpe:2.3:a:lightningai:pytorch_lightning:0.7.4
Lightningai » Pytorch Lightning » Version: 0.7.5

cpe:2.3:a:lightningai:pytorch_lightning:0.7.5
Lightningai » Pytorch Lightning » Version: 0.7.6

cpe:2.3:a:lightningai:pytorch_lightning:0.7.6
Lightningai » Pytorch Lightning » Version: 0.8.0

cpe:2.3:a:lightningai:pytorch_lightning:0.8.0
Lightningai » Pytorch Lightning » Version: 0.8.1

cpe:2.3:a:lightningai:pytorch_lightning:0.8.1
Lightningai » Pytorch Lightning » Version: 0.8.2

cpe:2.3:a:lightningai:pytorch_lightning:0.8.2
Lightningai » Pytorch Lightning » Version: 0.8.3

cpe:2.3:a:lightningai:pytorch_lightning:0.8.3
Lightningai » Pytorch Lightning » Version: 0.8.4

cpe:2.3:a:lightningai:pytorch_lightning:0.8.4
Lightningai » Pytorch Lightning » Version: 0.8.5

cpe:2.3:a:lightningai:pytorch_lightning:0.8.5
Lightningai » Pytorch Lightning » Version: 0.9.0

cpe:2.3:a:lightningai:pytorch_lightning:0.9.0
Lightningai » Pytorch Lightning » Version: 1.0.0

cpe:2.3:a:lightningai:pytorch_lightning:1.0.0
Lightningai » Pytorch Lightning » Version: 1.0.1

cpe:2.3:a:lightningai:pytorch_lightning:1.0.1
Lightningai » Pytorch Lightning » Version: 1.0.2

cpe:2.3:a:lightningai:pytorch_lightning:1.0.2
Lightningai » Pytorch Lightning » Version: 1.0.3

cpe:2.3:a:lightningai:pytorch_lightning:1.0.3
Lightningai » Pytorch Lightning » Version: 1.0.4

cpe:2.3:a:lightningai:pytorch_lightning:1.0.4
Lightningai » Pytorch Lightning » Version: 1.0.5

cpe:2.3:a:lightningai:pytorch_lightning:1.0.5
Lightningai » Pytorch Lightning » Version: 1.0.6

cpe:2.3:a:lightningai:pytorch_lightning:1.0.6
Lightningai » Pytorch Lightning » Version: 1.0.7

cpe:2.3:a:lightningai:pytorch_lightning:1.0.7
Lightningai » Pytorch Lightning » Version: 1.0.8

cpe:2.3:a:lightningai:pytorch_lightning:1.0.8
Lightningai » Pytorch Lightning » Version: 1.1.0

cpe:2.3:a:lightningai:pytorch_lightning:1.1.0
Lightningai » Pytorch Lightning » Version: 1.1.1

cpe:2.3:a:lightningai:pytorch_lightning:1.1.1
Lightningai » Pytorch Lightning » Version: 1.1.2

cpe:2.3:a:lightningai:pytorch_lightning:1.1.2
Lightningai » Pytorch Lightning » Version: 1.1.3

cpe:2.3:a:lightningai:pytorch_lightning:1.1.3
Lightningai » Pytorch Lightning » Version: 1.1.4

cpe:2.3:a:lightningai:pytorch_lightning:1.1.4
Lightningai » Pytorch Lightning » Version: 1.1.5

cpe:2.3:a:lightningai:pytorch_lightning:1.1.5
Lightningai » Pytorch Lightning » Version: 1.1.6

cpe:2.3:a:lightningai:pytorch_lightning:1.1.6
Lightningai » Pytorch Lightning » Version: 1.1.7

cpe:2.3:a:lightningai:pytorch_lightning:1.1.7
Lightningai » Pytorch Lightning » Version: 1.1.8

cpe:2.3:a:lightningai:pytorch_lightning:1.1.8
Lightningai » Pytorch Lightning » Version: 1.2.0

cpe:2.3:a:lightningai:pytorch_lightning:1.2.0
Lightningai » Pytorch Lightning » Version: 1.2.1

cpe:2.3:a:lightningai:pytorch_lightning:1.2.1
Lightningai » Pytorch Lightning » Version: 1.2.10

cpe:2.3:a:lightningai:pytorch_lightning:1.2.10
Lightningai » Pytorch Lightning » Version: 1.2.2

cpe:2.3:a:lightningai:pytorch_lightning:1.2.2
Lightningai » Pytorch Lightning » Version: 1.2.3

cpe:2.3:a:lightningai:pytorch_lightning:1.2.3
Lightningai » Pytorch Lightning » Version: 1.2.4

cpe:2.3:a:lightningai:pytorch_lightning:1.2.4
Lightningai » Pytorch Lightning » Version: 1.2.5

cpe:2.3:a:lightningai:pytorch_lightning:1.2.5
Lightningai » Pytorch Lightning » Version: 1.2.6

cpe:2.3:a:lightningai:pytorch_lightning:1.2.6
Lightningai » Pytorch Lightning » Version: 1.2.7

cpe:2.3:a:lightningai:pytorch_lightning:1.2.7
Lightningai » Pytorch Lightning » Version: 1.2.8

cpe:2.3:a:lightningai:pytorch_lightning:1.2.8
Lightningai » Pytorch Lightning » Version: 1.2.9

cpe:2.3:a:lightningai:pytorch_lightning:1.2.9
Lightningai » Pytorch Lightning » Version: 1.3.0

cpe:2.3:a:lightningai:pytorch_lightning:1.3.0
Lightningai » Pytorch Lightning » Version: 1.3.1

cpe:2.3:a:lightningai:pytorch_lightning:1.3.1
Lightningai » Pytorch Lightning » Version: 1.3.2

cpe:2.3:a:lightningai:pytorch_lightning:1.3.2
Lightningai » Pytorch Lightning » Version: 1.3.3

cpe:2.3:a:lightningai:pytorch_lightning:1.3.3
Lightningai » Pytorch Lightning » Version: 1.3.4

cpe:2.3:a:lightningai:pytorch_lightning:1.3.4
Lightningai » Pytorch Lightning » Version: 1.3.5

cpe:2.3:a:lightningai:pytorch_lightning:1.3.5
Lightningai » Pytorch Lightning » Version: 1.3.6

cpe:2.3:a:lightningai:pytorch_lightning:1.3.6
Lightningai » Pytorch Lightning » Version: 1.3.7

cpe:2.3:a:lightningai:pytorch_lightning:1.3.7
Lightningai » Pytorch Lightning » Version: 1.3.8

cpe:2.3:a:lightningai:pytorch_lightning:1.3.8
Lightningai » Pytorch Lightning » Version: 1.4.0

cpe:2.3:a:lightningai:pytorch_lightning:1.4.0
Lightningai » Pytorch Lightning » Version: 1.4.1

cpe:2.3:a:lightningai:pytorch_lightning:1.4.1
Lightningai » Pytorch Lightning » Version: 1.4.2

cpe:2.3:a:lightningai:pytorch_lightning:1.4.2
Lightningai » Pytorch Lightning » Version: 1.4.3

cpe:2.3:a:lightningai:pytorch_lightning:1.4.3
Lightningai » Pytorch Lightning » Version: 1.4.4

cpe:2.3:a:lightningai:pytorch_lightning:1.4.4
Lightningai » Pytorch Lightning » Version: 1.4.5

cpe:2.3:a:lightningai:pytorch_lightning:1.4.5
Lightningai » Pytorch Lightning » Version: 1.4.6

cpe:2.3:a:lightningai:pytorch_lightning:1.4.6
Lightningai » Pytorch Lightning » Version: 1.4.7

cpe:2.3:a:lightningai:pytorch_lightning:1.4.7
Lightningai » Pytorch Lightning » Version: 1.4.8

cpe:2.3:a:lightningai:pytorch_lightning:1.4.8
Lightningai » Pytorch Lightning » Version: 1.4.9

cpe:2.3:a:lightningai:pytorch_lightning:1.4.9
Lightningai » Pytorch Lightning » Version: 1.5.0

cpe:2.3:a:lightningai:pytorch_lightning:1.5.0
Lightningai » Pytorch Lightning » Version: 1.5.1

cpe:2.3:a:lightningai:pytorch_lightning:1.5.1
Lightningai » Pytorch Lightning » Version: 1.5.2

cpe:2.3:a:lightningai:pytorch_lightning:1.5.2
Lightningai » Pytorch Lightning » Version: 1.5.3

cpe:2.3:a:lightningai:pytorch_lightning:1.5.3
Lightningai » Pytorch Lightning » Version: 1.5.4

cpe:2.3:a:lightningai:pytorch_lightning:1.5.4
Lightningai » Pytorch Lightning » Version: 1.5.5

cpe:2.3:a:lightningai:pytorch_lightning:1.5.5
Lightningai » Pytorch Lightning » Version: 1.5.6

cpe:2.3:a:lightningai:pytorch_lightning:1.5.6
Lightningai » Pytorch Lightning » Version: 1.5.7

cpe:2.3:a:lightningai:pytorch_lightning:1.5.7
Lightningai » Pytorch Lightning » Version: 1.6.0

cpe:2.3:a:lightningai:pytorch_lightning:1.6.0
Lightningai » Pytorch Lightning » Version: 1.7.0

cpe:2.3:a:lightningai:pytorch_lightning:1.7.0
Lightningai » Pytorch Lightning » Version: 1.7.1

cpe:2.3:a:lightningai:pytorch_lightning:1.7.1
Lightningai » Pytorch Lightning » Version: 1.7.2

cpe:2.3:a:lightningai:pytorch_lightning:1.7.2
Lightningai » Pytorch Lightning » Version: 1.7.3

cpe:2.3:a:lightningai:pytorch_lightning:1.7.3
Lightningai » Pytorch Lightning » Version: 1.7.4

cpe:2.3:a:lightningai:pytorch_lightning:1.7.4
Lightningai » Pytorch Lightning » Version: 1.7.5

cpe:2.3:a:lightningai:pytorch_lightning:1.7.5
Lightningai » Pytorch Lightning » Version: 1.7.6

cpe:2.3:a:lightningai:pytorch_lightning:1.7.6
Lightningai » Pytorch Lightning » Version: 1.7.7

cpe:2.3:a:lightningai:pytorch_lightning:1.7.7
Lightningai » Pytorch Lightning » Version: 1.8.0

cpe:2.3:a:lightningai:pytorch_lightning:1.8.0
Lightningai » Pytorch Lightning » Version: 1.8.1

cpe:2.3:a:lightningai:pytorch_lightning:1.8.1
Lightningai » Pytorch Lightning » Version: 1.8.2

cpe:2.3:a:lightningai:pytorch_lightning:1.8.2
Lightningai » Pytorch Lightning » Version: 1.8.3

cpe:2.3:a:lightningai:pytorch_lightning:1.8.3
Lightningai » Pytorch Lightning » Version: 1.8.4

cpe:2.3:a:lightningai:pytorch_lightning:1.8.4
Lightningai » Pytorch Lightning » Version: 1.8.5

cpe:2.3:a:lightningai:pytorch_lightning:1.8.5
Lightningai » Pytorch Lightning » Version: 1.8.6

cpe:2.3:a:lightningai:pytorch_lightning:1.8.6
Lightningai » Pytorch Lightning » Version: 1.9.0

cpe:2.3:a:lightningai:pytorch_lightning:1.9.0
Lightningai » Pytorch Lightning » Version: 1.9.1

cpe:2.3:a:lightningai:pytorch_lightning:1.9.1
Lightningai » Pytorch Lightning » Version: 1.9.2

cpe:2.3:a:lightningai:pytorch_lightning:1.9.2
Lightningai » Pytorch Lightning » Version: 1.9.3

cpe:2.3:a:lightningai:pytorch_lightning:1.9.3
Lightningai » Pytorch Lightning » Version: 1.9.4

cpe:2.3:a:lightningai:pytorch_lightning:1.9.4
Lightningai » Pytorch Lightning » Version: 1.9.5

cpe:2.3:a:lightningai:pytorch_lightning:1.9.5
Lightningai » Pytorch Lightning » Version: 2.0.0

cpe:2.3:a:lightningai:pytorch_lightning:2.0.0
Lightningai » Pytorch Lightning » Version: 2.0.1

cpe:2.3:a:lightningai:pytorch_lightning:2.0.1
Lightningai » Pytorch Lightning » Version: 2.0.2

cpe:2.3:a:lightningai:pytorch_lightning:2.0.2
Lightningai » Pytorch Lightning » Version: 2.0.3

cpe:2.3:a:lightningai:pytorch_lightning:2.0.3
Lightningai » Pytorch Lightning » Version: 2.0.4

cpe:2.3:a:lightningai:pytorch_lightning:2.0.4
Lightningai » Pytorch Lightning » Version: 2.0.5

cpe:2.3:a:lightningai:pytorch_lightning:2.0.5
Lightningai » Pytorch Lightning » Version: 2.0.6

cpe:2.3:a:lightningai:pytorch_lightning:2.0.6
Lightningai » Pytorch Lightning » Version: 2.0.7

cpe:2.3:a:lightningai:pytorch_lightning:2.0.7
Lightningai » Pytorch Lightning » Version: 2.0.8

cpe:2.3:a:lightningai:pytorch_lightning:2.0.8
Lightningai » Pytorch Lightning » Version: 2.0.9

cpe:2.3:a:lightningai:pytorch_lightning:2.0.9
Lightningai » Pytorch Lightning » Version: 2.1.0

cpe:2.3:a:lightningai:pytorch_lightning:2.1.0
Lightningai » Pytorch Lightning » Version: 2.1.1

cpe:2.3:a:lightningai:pytorch_lightning:2.1.1
Lightningai » Pytorch Lightning » Version: 2.1.2

cpe:2.3:a:lightningai:pytorch_lightning:2.1.2
Lightningai » Pytorch Lightning » Version: 2.1.3

cpe:2.3:a:lightningai:pytorch_lightning:2.1.3
Lightningai » Pytorch Lightning » Version: 2.1.4

cpe:2.3:a:lightningai:pytorch_lightning:2.1.4
Lightningai » Pytorch Lightning » Version: 2.2.0

cpe:2.3:a:lightningai:pytorch_lightning:2.2.0
Lightningai » Pytorch Lightning » Version: 2.2.1

cpe:2.3:a:lightningai:pytorch_lightning:2.2.1
Lightningai » Pytorch Lightning » Version: 2.2.2

cpe:2.3:a:lightningai:pytorch_lightning:2.2.2
Lightningai » Pytorch Lightning » Version: 2.2.3

cpe:2.3:a:lightningai:pytorch_lightning:2.2.3
Lightningai » Pytorch Lightning » Version: 2.2.4

cpe:2.3:a:lightningai:pytorch_lightning:2.2.4
Lightningai » Pytorch Lightning » Version: 2.2.5

cpe:2.3:a:lightningai:pytorch_lightning:2.2.5
Lightningai » Pytorch Lightning » Version: 2.3.0

cpe:2.3:a:lightningai:pytorch_lightning:2.3.0
Lightningai » Pytorch Lightning » Version: 2.3.1

cpe:2.3:a:lightningai:pytorch_lightning:2.3.1
Lightningai » Pytorch Lightning » Version: 2.3.2

cpe:2.3:a:lightningai:pytorch_lightning:2.3.2

Vulnerabilities

Vulnerable Software

Vulnerability Details CVE-2024-5452

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