AI Threat Alert

TensorFlow Vulnerabilities

pip ML Libraries

AI Threat Alert tracks 438 known vulnerabilities in TensorFlow, 18 rated critical — an AI/ML ml libraries in the pip ecosystem. Each CVE includes CVSS severity, EPSS exploit probability, patch status, and CISO-grade analysis.

Data sources

67

Risk Score

438

Total CVEs

18

Critical

pip

Ecosystem

Aug 10, 2026

Last CVE

4%

Patch Rate

1372d

Avg Time to Patch

200,483 stars 77,655 forks 3,351 issues 3,410 dependents Last push Sep 27, 2026

OpenSSF Scorecard 7.5/10

Known Vulnerabilities (438 total, page 12 of 18)

Severity CVE ID Summary CVSS Published

HIGH CVE-2021-37635 TensorFlow: heap OOB read in sparse reduction ops 7.1 Aug 12, 2021 MEDIUM CVE-2021-37649 TensorFlow: null ptr deref crashes inference via bad tensor 5.5 Aug 12, 2021 MEDIUM CVE-2021-37647 TensorFlow: null deref in SparseTensor ops causes DoS 5.5 Aug 12, 2021 HIGH CVE-2021-37643 TensorFlow: null deref in MatrixDiagPartOp, DoS risk 7.1 Aug 12, 2021 HIGH CVE-2021-37639 TensorFlow: heap OOB read via tensor restore API 7.8 Aug 12, 2021 HIGH CVE-2021-37638 TensorFlow: null ptr deref in RaggedTensorToTensor op 7.8 Aug 12, 2021 MEDIUM CVE-2021-37637 TensorFlow: null ptr dereference in CompressElement (DoS) 5.5 Aug 12, 2021 MEDIUM CVE-2021-37660 TensorFlow: DoS via divide-by-zero in inplace ops 5.5 Aug 12, 2021 MEDIUM CVE-2021-37653 TensorFlow: DoS via divide-by-zero in ResourceGather op 5.5 Aug 12, 2021 MEDIUM CVE-2021-37642 TensorFlow: ResourceScatterDiv div-by-zero enables DoS 5.5 Aug 12, 2021 MEDIUM CVE-2021-37640 TensorFlow: SparseReshape div-by-zero crashes ML pipelines 5.5 Aug 12, 2021 MEDIUM CVE-2021-37636 TensorFlow: div-by-zero DoS in SparseDenseCwiseDiv op 5.5 Aug 12, 2021 CRITICAL CVE-2021-35958 TensorFlow: path traversal in get_file allows file overwrite 9.1 Jun 30, 2021 MEDIUM CVE-2021-29619 TensorFlow: DoS via invalid SparseCount op args 5.5 May 14, 2021 MEDIUM CVE-2021-29618 TensorFlow: DoS crash via tf.transpose complex+conjugate 5.5 May 14, 2021 MEDIUM CVE-2021-29617 TensorFlow: DoS via CHECK-fail in strings.substr 5.5 May 14, 2021 HIGH CVE-2021-29616 TensorFlow: null ptr deref in graph optimizer 7.8 May 14, 2021 MEDIUM CVE-2021-29615 TensorFlow: uncontrolled recursion DoS in ParseAttrValue 5.5 May 14, 2021 HIGH CVE-2021-29614 TensorFlow: OOB write in decode_raw crashes interpreter 7.8 May 14, 2021 HIGH CVE-2021-29613 TensorFlow: CTCLoss heap OOB read, info leak + crash 7.1 May 14, 2021 HIGH CVE-2021-29612 TensorFlow: heap overflow in linalg op, RCE risk 7.8 May 14, 2021 MEDIUM CVE-2021-29611 TensorFlow: DoS via SparseReshape invalid tensor input 5.5 May 14, 2021 HIGH CVE-2021-29610 TensorFlow: heap R/W via quantization axis underflow 7.8 May 14, 2021 HIGH CVE-2021-29609 TensorFlow: SparseAdd heap OOB write and null deref 7.8 May 14, 2021 HIGH CVE-2021-29608 TensorFlow: heap OOB in RaggedTensorToTensor op 7.8 May 14, 2021

Showing 276–300 of 438

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Frequently asked questions

What is TensorFlow?

TensorFlow is an AI/ML ml libraries tracked by AI Threat Alert for security vulnerabilities in the pip ecosystem.

How many known vulnerabilities does TensorFlow have?

TensorFlow has 438 known CVEs, 18 of them critical, tracked from NVD and GitHub Advisory.

Which ecosystem is TensorFlow distributed in?

TensorFlow is distributed via the pip ecosystem and categorized as ml libraries.

Where does the TensorFlow vulnerability data come from?

Vulnerability data is sourced from NVD and GitHub Advisory, enriched with CVSS, EPSS, exploit signals, and patch status for each CVE.

How do I assess the risk of TensorFlow?

Review each CVE below — every entry shows CVSS severity, EPSS exploit probability, exploitation signals, and whether a patched version is available.

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