CVE-2021-37646
| Summary |
TensorFlow is an end-to-end open source platform for machine learning. In affected versions the implementation of `tf.raw_ops.StringNGrams` is vulnerable to an integer overflow issue caused by converting a signed integer value to an unsigned one and then allocating memory based on this value. The [implementation](https://github.com/tensorflow/tensorflow/blob/8d72537c6abf5a44103b57b9c2e22c14f5f49698/tensorflow/core/kernels/string_ngrams_op.cc#L184) calls `reserve` on a `tstring` with a value that sometimes can be negative if user supplies negative `ngram_widths`. The `reserve` method calls `TF_TString_Reserve` which has an `unsigned long` argument for the size of the buffer. Hence, the implicit conversion transforms the negative value to a large integer. We have patched the issue in GitHub commit c283e542a3f422420cfdb332414543b62fc4e4a5. The fix will be included in TensorFlow 2.6.0. We will also cherrypick this commit on TensorFlow 2.5.1, TensorFlow 2.4.3, and TensorFlow 2.3.4, as these are also affected and still in supported range.
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| Publication Date |
Aug. 13, 2021, 6:15 a.m. |
| Registration Date |
Aug. 13, 2021, 10 a.m. |
| Last Update |
Nov. 21, 2024, 3:15 p.m. |
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CVSS3.1 : MEDIUM
|
| スコア |
5.5
|
| Vector |
CVSS:3.1/AV:L/AC:L/PR:L/UI:N/S:U/C:N/I:N/A:H |
| 攻撃元区分(AV) |
ローカル |
| 攻撃条件の複雑さ(AC) |
低 |
| 攻撃に必要な特権レベル(PR) |
低 |
| 利用者の関与(UI) |
不要 |
| 影響の想定範囲(S) |
変更なし |
| 機密性への影響(C) |
なし |
| 完全性への影響(I) |
なし |
| 可用性への影響(A) |
高 |
|
CVSS2.0 : LOW
|
| Score |
2.1
|
| Vector |
AV:L/AC:L/Au:N/C:N/I:N/A:P |
| 攻撃元区分(AV) |
ローカル |
| 攻撃条件の複雑さ(AC) |
低 |
| 攻撃前の認証要否(Au) |
不要 |
| 機密性への影響(C) |
なし |
| 完全性への影響(I) |
なし |
| 可用性への影響(A) |
低 |
| Get all privileges. |
いいえ
|
| Get user privileges |
いいえ
|
| Get other privileges |
いいえ
|
| User operation required |
いいえ
|
Affected software configurations
| Configuration1 |
or higher |
or less |
more than |
less than |
| cpe:2.3:a:google:tensorflow:*:*:*:*:*:*:*:* |
2.4.0 |
|
|
2.4.3 |
| cpe:2.3:a:google:tensorflow:2.6.0:rc2:*:*:*:*:*:* |
|
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|
|
| cpe:2.3:a:google:tensorflow:2.6.0:rc1:*:*:*:*:*:* |
|
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|
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| cpe:2.3:a:google:tensorflow:2.6.0:rc0:*:*:*:*:*:* |
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|
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| cpe:2.3:a:google:tensorflow:*:*:*:*:*:*:*:* |
2.3.0 |
|
|
2.3.4 |
| cpe:2.3:a:google:tensorflow:2.5.0:*:*:*:*:*:*:* |
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Related information, measures and tools
Common Vulnerabilities List
JVN Vulnerability Information
TensorFlow における数値型間の変換の誤りに関する脆弱性
| Title |
TensorFlow における数値型間の変換の誤りに関する脆弱性
|
| Summary |
TensorFlow には、数値型間の変換の誤りに関する脆弱性が存在します。
|
| Possible impacts |
サービス運用妨害 (DoS) 状態にされる可能性があります。 |
| Solution |
ベンダより正式な対策が公開されています。ベンダ情報を参照して適切な対策を実施してください。 |
| Publication Date |
July 28, 2021, midnight |
| Registration Date |
June 7, 2022, 3:39 p.m. |
| Last Update |
June 7, 2022, 3:39 p.m. |
Affected System
CVE (情報セキュリティ 共通脆弱性識別子)
CWE (共通脆弱性タイプ一覧)
ベンダー情報
Change Log
| No |
Changed Details |
Date of change |
| 1 |
[2022年06月07日] 掲載 |
June 7, 2022, 3:39 p.m. |