CVE-2021-29545 — Incorrect Calculation of Buffer Size in Tensorflow

CWE-131 — Incorrect Calculation of Buffer Size6 documents5 sources
Severity
5.5MEDIUMNVD
CNA2.5
EPSS
0.0%
top 97.19%
CISA KEV
Not in KEV
Exploit
No known exploits
Affected products
3
TensorflowGoogle TensorflowIntel Optimization FOR Tensorflow
Timeline
PublishedMay 14
Latest updateMay 21

Description

TensorFlow is an end-to-end open source platform for machine learning. An attacker can trigger a denial of service via a `CHECK`-fail in converting sparse tensors to CSR Sparse matrices. This is because the implementation(https://github.com/tensorflow/tensorflow/blob/800346f2c03a27e182dd4fba48295f65e7790739/tensorflow/core/kernels/sparse/kernels.cc#L66) does a double redirection to access an element of an array allocated on the heap. If the value at `indices(i, 0)` is such that `indices(i, 0) + …

CVSS vector

CVSS:3.1/AV:L/AC:L/PR:L/UI:N/S:U/C:N/I:N/A:HExploitability: 1.8 | Impact: 3.6

Affected Packages3 packages

▶NVDgoogle/tensorflow2.2.0 — 2.2.3+3
▶CVEListV5tensorflow/tensorflow< 2.1.4+3
▶PyPIintel/optimization_for_tensorflow2.2.0 — 2.3.0rc0+8

Patches

Patch: github.com ↗Patch: github.com ↗Patch: github.com ↗

🔴Vulnerability Details

4
GHSA
Heap buffer overflow in `SparseTensorToCSRSparseMatrix`↗2021-05-21
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OSV
Heap buffer overflow in `SparseTensorToCSRSparseMatrix`↗2021-05-21
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CVEList
Heap buffer overflow in `SparseTensorToCSRSparseMatrix`↗2021-05-14
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OSV
CVE-2021-29545: TensorFlow is an end-to-end open source platform for machine learning↗2021-05-14
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📋Vendor Advisories

1
Debian
CVE-2021-29545: tensorflow - TensorFlow is an end-to-end open source platform for machine learning. An attack...↗2021
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CVE-2021-29545 — Incorrect Calculation of Buffer Size | cvebase