AI Threat Alert

TensorFlow Vulnerabilities

pip ML Libraries

67

Risk Score

434

Total CVEs

17

Critical

pip

Ecosystem

Sep 25, 2025

Last CVE

4%

Patch Rate

1372d

Avg Time to Patch

195,126 stars 75,302 forks 5,296 issues 3,685 dependents Last push May 17, 2026

OpenSSF Scorecard 7.2/10

Known Vulnerabilities (434 total, page 8 of 18)

Severity CVE ID Summary CVSS Published

MEDIUM CVE-2022-21737 TensorFlow: DoS via malformed Bincount arguments 6.5 Feb 3, 2022 MEDIUM CVE-2022-23569 TensorFlow: DoS via reachable assertions in ML ops 6.5 Feb 3, 2022 MEDIUM CVE-2022-21735 TensorFlow: DoS via FractionalMaxPool div-by-zero 6.5 Feb 3, 2022 MEDIUM CVE-2022-21734 TensorFlow: DoS via MapStage non-scalar key crash 6.5 Feb 3, 2022 MEDIUM CVE-2022-21729 TensorFlow: UnravelIndex integer overflow → DoS 6.5 Feb 3, 2022 MEDIUM CVE-2022-21725 TensorFlow: DoS via div-by-zero in conv cost estimator 6.5 Feb 3, 2022 MEDIUM CVE-2022-23568 TensorFlow: integer overflow DoS in sparse tensor ops 6.5 Feb 3, 2022 MEDIUM CVE-2022-23567 TensorFlow: integer overflow DoS in sparse tensor ops 6.5 Feb 3, 2022 MEDIUM CVE-2022-21736 TensorFlow: NULL deref DoS via SparseTensorSliceDataset 6.5 Feb 3, 2022 MEDIUM CVE-2022-21733 TensorFlow: StringNGrams integer overflow enables OOM DoS 6.5 Feb 3, 2022 MEDIUM CVE-2022-21732 TensorFlow: ThreadPoolHandle DoS via memory exhaustion 6.5 Feb 3, 2022 MEDIUM CVE-2022-21731 TensorFlow: ConcatV2 type confusion enables remote DoS 6.5 Feb 3, 2022 HIGH CVE-2022-21730 TensorFlow: OOB read leaks heap memory, enables DoS 8.1 Feb 3, 2022 HIGH CVE-2022-21728 TensorFlow: heap OOB read in ReverseSequence op 8.1 Feb 3, 2022 HIGH CVE-2022-21727 TensorFlow: Dequantize integer overflow, RCE risk 8.8 Feb 3, 2022 HIGH CVE-2022-21726 TensorFlow: heap OOB read in Dequantize op allows RCE 8.8 Feb 3, 2022 HIGH CVE-2021-41228 TensorFlow: eval() in saved_model_cli allows RCE 7.8 Nov 5, 2021 MEDIUM CVE-2021-41227 TensorFlow: OOB read in ImmutableConst leaks memory 5.5 Nov 5, 2021 HIGH CVE-2021-41225 TensorFlow Grappler: uninitialized var, local priv-esc 7.8 Nov 5, 2021 MEDIUM CVE-2021-41222 TensorFlow: SplitV negative arg segfault crashes process 5.5 Nov 5, 2021 HIGH CVE-2021-41221 TensorFlow: CuDNN heap overflow, local code execution 7.8 Nov 5, 2021 HIGH CVE-2021-41220 TensorFlow: use-after-free in async collective ops 7.8 Nov 5, 2021 HIGH CVE-2021-41216 TensorFlow: heap overflow in Transpose via negative perm 7.8 Nov 5, 2021 MEDIUM CVE-2021-41213 TensorFlow: tf.function deadlock enables DoS via model load 5.5 Nov 5, 2021 MEDIUM CVE-2021-41218 TensorFlow: AllToAll DoS via divide-by-zero crash 5.5 Nov 5, 2021

Showing 176–200 of 434

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