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 3 of 18)

Severity CVE ID Summary CVSS Published

CRITICAL CVE-2022-41880 TensorFlow: heap OOB read in candidate sampler op 9.1 Nov 18, 2022 HIGH CVE-2022-41883 TensorFlow: executor crash via malformed op inputs (DoS) 7.5 Nov 18, 2022 HIGH CVE-2022-36027 TensorFlow: DoS crash in transposed conv quantization 7.5 Sep 16, 2022 HIGH CVE-2022-36017 TensorFlow: DoS via malformed Requantize tensors 7.5 Sep 16, 2022 HIGH CVE-2022-36016 TensorFlow: CHECK-fail assertion crashes model serving 7.5 Sep 16, 2022 HIGH CVE-2022-36015 TensorFlow: integer overflow in RangeSize causes DoS 7.5 Sep 16, 2022 HIGH CVE-2022-36014 TensorFlow: null ptr dereference in MLIR causes remote DoS 7.5 Sep 16, 2022 HIGH CVE-2022-36013 TensorFlow MLIR: null ptr deref crashes model serving 7.5 Sep 16, 2022 HIGH CVE-2022-36012 TensorFlow: DoS via empty MLIR function attributes 7.5 Sep 16, 2022 HIGH CVE-2022-36011 TensorFlow: null deref DoS in MLIR function conversion 7.5 Sep 16, 2022 HIGH CVE-2022-36005 TensorFlow: DoS via CHECK fail in fake_quant gradient 7.5 Sep 16, 2022 HIGH CVE-2022-36004 TensorFlow: DoS via tf.random.gamma CHECK assertion 7.5 Sep 16, 2022 HIGH CVE-2022-36003 TensorFlow: DoS via RandomPoissonV2 large input 7.5 Sep 16, 2022 HIGH CVE-2022-36002 TensorFlow: DoS via Unbatch assertion failure 7.5 Sep 16, 2022 HIGH CVE-2022-36001 TensorFlow: DoS via type confusion in DrawBoundingBoxes 7.5 Sep 16, 2022 HIGH CVE-2022-36000 TensorFlow: null deref crashes MLIR graph conversion 7.5 Sep 16, 2022 HIGH CVE-2022-35999 TensorFlow: DoS via empty Conv2DBackpropInput tensors 7.5 Sep 16, 2022 HIGH CVE-2022-35998 TensorFlow: DoS via EmptyTensorList CHECK fail 7.5 Sep 16, 2022 HIGH CVE-2022-35997 TensorFlow: CHECK-fail DoS in tf.sparse.cross op 7.5 Sep 16, 2022 HIGH CVE-2022-35996 TensorFlow: Conv2D DoS via empty input tensor 7.5 Sep 16, 2022 HIGH CVE-2022-35995 TensorFlow: DoS via AudioSummaryV2 CHECK failure 7.5 Sep 16, 2022 HIGH CVE-2022-35994 TensorFlow: CollectiveGather assertion DoS via scalar 7.5 Sep 16, 2022 HIGH CVE-2022-35993 TensorFlow: DoS via malformed SetSize tensor shape 7.5 Sep 16, 2022 HIGH CVE-2022-35992 TensorFlow: DoS via malformed TensorList element shape 7.5 Sep 16, 2022 HIGH CVE-2022-35991 TensorFlow: DoS via TensorListScatter CHECK fail 7.5 Sep 16, 2022

Showing 51–75 of 434

← Previous Next →

Monitor TensorFlow in your stack

Get instant alerts when new vulnerabilities affect TensorFlow. CISO analysis, ATLAS technique mappings, and compliance reports included.

Start Monitoring