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AVID-2026-R1170

Description

Vulnerability CVE-2022-46741

Details

Out-of-bounds read in gather_tree in PaddlePaddle before 2.4.

Reason for inclusion in AVID: CVE-2022-46741 describes an out-of-bounds read in PaddlePaddle’s gather_tree before 2.4. PaddlePaddle is a major ML framework used in AI systems and pipelines. This is a software vulnerability in a library that is part of the AI software stack (dependencies/runtime for AI apps), not hardware/firmware. It affects the security/safety of AI software deployments and has clear CVE and advisory references, providing sufficient evidence for curation.

References

Affected or Relevant Artifacts

  • Developer: PaddlePaddle
  • Deployer: PaddlePaddle
  • Artifact Details:
TypeName
SystemPaddlePaddle

Impact

AVID Taxonomy Categorization

  • Risk domains: Security
  • SEP subcategories: S0100: Software Vulnerability
  • Lifecycle stages: L06: Deployment

CVSS

Version3.1
Vector StringCVSS:3.1/AV:L/AC:L/PR:N/UI:N/S:C/C:N/I:N/A:H
Base Score7.1
Base Severity🔴 High
Attack VectorLOCAL
Attack Complexity🟢 Low
Privileges RequiredNONE
User InteractionNONE
ScopeCHANGED
Confidentiality ImpactNONE
Integrity ImpactNONE
Availability Impact🔴 High

CWE

IDDescription
CWE-125CWE-125 Out-of-bounds Read

Other information

  • Report Type: Advisory
  • Credits:
  • Date Reported: 2022-12-07
  • Version: 0.3.3
  • AVID Entry