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 4 of 18)

Severity CVE ID Summary CVSS Published

HIGH CVE-2022-36026 TensorFlow: DoS via QuantizeAndDequantizeV3 CHECK fail 7.5 Sep 16, 2022 HIGH CVE-2022-36019 TensorFlow: DoS via FakeQuant tensor rank mismatch 7.5 Sep 16, 2022 HIGH CVE-2022-36018 TensorFlow: RaggedTensor CHECK fail remote DoS 7.5 Sep 16, 2022 HIGH CVE-2022-35990 TensorFlow: DoS via quantization gradient rank check 7.5 Sep 16, 2022 HIGH CVE-2022-35989 TensorFlow: MaxPool GPU kernel DoS via oversized ksize 7.5 Sep 16, 2022 HIGH CVE-2022-35988 TensorFlow: GPU DoS via empty input to matrix_rank op 7.5 Sep 16, 2022 HIGH CVE-2022-35987 TensorFlow: DoS via DenseBincount shape mismatch 7.5 Sep 16, 2022 HIGH CVE-2022-35986 TensorFlow: RaggedBincount DoS crashes inference server 7.5 Sep 16, 2022 HIGH CVE-2022-35985 TensorFlow: DoS via malformed LRNGrad tensor input 7.5 Sep 16, 2022 HIGH CVE-2022-35984 TensorFlow: int64 type mismatch triggers remote DoS 7.5 Sep 16, 2022 HIGH CVE-2022-35983 TensorFlow: DoS via Save/SaveSlices dtype CHECK fail 7.5 Sep 16, 2022 HIGH CVE-2022-35982 TensorFlow: DoS via invalid SparseBincount input 7.5 Sep 16, 2022 HIGH CVE-2022-35981 TensorFlow: DoS via FractionalMaxPoolGrad assertion 7.5 Sep 16, 2022 HIGH CVE-2022-35979 TensorFlow: DoS via nonscalar input in QuantizedRelu 7.5 Sep 16, 2022 HIGH CVE-2022-35974 TensorFlow: DoS via nonscalar quantization op input 7.5 Sep 16, 2022 HIGH CVE-2022-35973 TensorFlow: DoS via QuantizedMatMul input validation 7.5 Sep 16, 2022 HIGH CVE-2022-35972 TensorFlow: DoS via QuantizedBiasAdd rank validation 7.5 Sep 16, 2022 HIGH CVE-2022-35971 TensorFlow: DoS via invalid quantization tensor rank 7.5 Sep 16, 2022 HIGH CVE-2022-35970 TensorFlow: DoS via malformed QuantizedInstanceNorm tensors 7.5 Sep 16, 2022 HIGH CVE-2022-35969 TensorFlow: DoS via malformed Conv2DBackpropInput 7.5 Sep 16, 2022 HIGH CVE-2022-35968 TensorFlow: DoS via AvgPoolGrad shape validation failure 7.5 Sep 16, 2022 HIGH CVE-2022-35967 TensorFlow: DoS via QuantizedAdd tensor rank flaw 7.5 Sep 16, 2022 HIGH CVE-2022-35966 TensorFlow: DoS via QuantizedAvgPool input validation 7.5 Sep 16, 2022 HIGH CVE-2022-35965 TensorFlow: NULL deref DoS via empty tensor input 7.5 Sep 16, 2022 HIGH CVE-2022-35964 TensorFlow: remote DoS via BlockLSTMGradV2 validation 7.5 Sep 16, 2022

Showing 76–100 of 434

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