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 14 of 18)

Severity CVE ID Summary CVSS Published

HIGH CVE-2021-29582 TensorFlow: OOB heap read via Dequantize shape mismatch 7.1 May 14, 2021 MEDIUM CVE-2021-29581 TensorFlow: DoS via null buffer in CTCBeamSearchDecoder 5.5 May 14, 2021 MEDIUM CVE-2021-29580 TensorFlow: DoS via empty tensor in FractionalMaxPoolGrad 5.5 May 14, 2021 HIGH CVE-2021-29579 TensorFlow: heap buffer overflow in MaxPoolGrad kernel 7.8 May 14, 2021 HIGH CVE-2021-29578 TensorFlow: heap buffer overflow in FractionalAvgPoolGrad 7.8 May 14, 2021 HIGH CVE-2021-29577 TensorFlow: heap overflow in AvgPool3DGrad op 7.8 May 14, 2021 HIGH CVE-2021-29576 TensorFlow: heap buffer overflow in MaxPool3DGradGrad op 7.8 May 14, 2021 MEDIUM CVE-2021-29575 TensorFlow: stack overflow DoS in ReverseSequence op 5.5 May 14, 2021 HIGH CVE-2021-29574 TensorFlow: null ptr deref in MaxPool3DGradGrad ops 7.8 May 14, 2021 MEDIUM CVE-2021-29573 TensorFlow: div-by-zero in MaxPoolGrad op causes DoS 5.5 May 14, 2021 MEDIUM CVE-2021-29572 TensorFlow: null ptr deref crashes SdcaOptimizer op 5.5 May 14, 2021 HIGH CVE-2021-29571 TensorFlow: heap OOB write via crafted bounding box op 7.8 May 14, 2021 HIGH CVE-2021-29570 TensorFlow: OOB read in MaxPoolGradWithArgmax op 7.1 May 14, 2021 HIGH CVE-2021-29569 TensorFlow: OOB heap read in MaxPoolGradWithArgmax op 7.1 May 14, 2021 HIGH CVE-2021-29568 TensorFlow: null deref in ParameterizedTruncatedNormal op 7.8 May 14, 2021 MEDIUM CVE-2021-29567 TensorFlow: DoS via SparseDenseCwiseMul OOB 5.5 May 14, 2021 HIGH CVE-2021-29566 TensorFlow: heap OOB write in Dilation2D training op 7.8 May 14, 2021 MEDIUM CVE-2021-29565 TensorFlow: null ptr dereference crashes sparse ops 5.5 May 14, 2021 MEDIUM CVE-2021-29564 TensorFlow: null ptr deref DoS in EditDistance op 5.5 May 14, 2021 MEDIUM CVE-2021-29563 TensorFlow: DoS via RFFT empty matrix assertion crash 5.5 May 14, 2021 MEDIUM CVE-2021-29562 TensorFlow: assertion failure DoS in IRFFT op 5.5 May 14, 2021 MEDIUM CVE-2021-29561 TensorFlow: DoS via malformed LoadAndRemapMatrix input 5.5 May 14, 2021 HIGH CVE-2021-29560 TensorFlow: heap OOB in RaggedTensorToTensor op 7.1 May 14, 2021 HIGH CVE-2021-29559 TensorFlow: heap OOB read in UnicodeEncode leaks memory 7.1 May 14, 2021 HIGH CVE-2021-29558 TensorFlow: heap buffer overflow in SparseSplit op 7.8 May 14, 2021

Showing 326–350 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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