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GHSA-mr78-v55p-7777 CVE-2023-38678 PYSEC-2024-133

PaddlePaddle segfault in paddle.mode

High PyPI
Severity
4.7 / 10
High · CVSS 3.1
Exploit chance (EPSS)
0.49%
Chance of exploitation in the next 30 days. Higher than 42.03% of scored vulnerabilities.
Known exploited
No
Not in CISA's catalog
Weakness
CWE-125 Out-of-bounds Read
Fix
2.6.0
Upgrade paddlepaddle to this version or later

Description

OOB access in paddle.mode in PaddlePaddle before 2.6.0. This flaw can cause a runtime crash and a denial of service.

Affected versions

PyPI

PackageVulnerableFixed in
paddlepaddle
< 2.6.0
2.6.0
paddlepaddle
< 2.6.0
2.6.0

How to fix

Move to the fixed version or later with your package manager, update the lockfile, and run your tests. If the package only arrives through another dependency, upgrade that dependency first. If none of its releases pulls a fixed version yet, force the version with your package manager's override.

paddlepaddle PyPI → 2.6.0

pip
pip install --upgrade "paddlepaddle>=2.6.0"
poetry
poetry add "paddlepaddle>=2.6.0"
uv
uv add "paddlepaddle>=2.6.0"

Severity breakdown

CVSS 3.1 4.7

CVSS:3.1/AV:N/AC:L/PR:N/UI:R/S:C/C:N/I:N/A:L

Attack vector
Network
Attack complexity
Low
Privileges required
None
User interaction
Required
Scope
Changed
Confidentiality
None
Integrity
None
Availability
Low

Weakness

CWE-125: Out-of-bounds Read

The product reads data past the end, or before the beginning, of the intended buffer.

How to prevent it
  • Implementation: Assume all input is malicious. Use an "accept known good" input validation strategy, i.e., use a list of acceptable inputs that strictly conform to specifications. Reject any input that does not strictly conform to specifications, or transform it into something that does. When performing input validation, consider all potentially relevant properties, including length, type of input, the full range of acceptable values, missing or extra inputs, syntax, consistency across related fields, and conformance to business rules. As an example of business rule logic, "boat" may be syntactically valid because it only contains alphanumeric characters, but it is not valid if the input is only expected to contain colors such as "red" or "blue." Do not rely exclusively on looking for malicious or malformed inputs. This is likely to miss at least one undesirable input, especially if the code's environment changes. This can give attackers enough room to bypass the intended validation. However, denylists can be useful for detecting potential attacks or determining which inputs are so malformed that they should be rejected outright. To reduce the likelihood of introducing an out-of-bounds read, ensure that you validate and ensure correct calculations for any length argument, buffer size calculation, or offset. Be especially careful of relying on a sentinel (i.e. special character such as NUL) in untrusted inputs.
  • Architecture and Design: Use a language that provides appropriate memory abstractions.

References

Timeline

  1. Published
  2. Last updated by the source
  3. Latest EPSS score
AdvisorySeverityWhy it's related
GHSA-jwrc-3v3f-5cq5
PaddlePaddle allows arbitrary file read via paddle.vision.ops.read_file
High Also affects paddlepaddle
GHSA-2rp8-hff9-c5wr
PaddlePaddle Path Traversal vulnerability
Critical Also affects paddlepaddle
GHSA-mrmm-qmrj-xgp6
PaddlePaddle vulnerable to remote code execution
Critical Also affects paddlepaddle
GHSA-qqv2-35q8-p2g2
PaddlePaddle command injection in paddle.utils.download._wget_download
High Also affects paddlepaddle
GHSA-fh54-3vhg-mpc2
PaddlePaddle command injection vulnerability
High Also affects paddlepaddle
GHSA-chj7-w3f6-cvfj
Code Injection in paddlepaddle
High Also affects paddlepaddle
GHSA-v9pg-qw6x-w5r2
PaddlePaddle floating point exception in paddle.amin
High Also affects paddlepaddle
GHSA-x3q9-c788-j7c8
PaddlePaddle segfault in paddle.dot
High Also affects paddlepaddle
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