# Google TensorFlow vulnerabilities Source: https://junglewise.ai/threats/technologies/tensorflow Publisher: Junglewise Threat Intelligence, https://junglewise.ai/threats Updated: 12 November 2026, 03:07 UTC. Rebuilt every hour. Data: https://junglewise.ai/threats/technologies/tensorflow.json License: CC BY 4.0 with a link back Junglewise Threat Intelligence has tracked 31 vulnerabilities in Google TensorFlow: 0 in the last 7 days and 0 in the last 90 days, 0 of them critical and 0 exploited in the wild. The most recent, CVE-2022-21729, was published on 9 July 2026. ## Counts - Last 7 days: 0 - Last 30 days: 0 - Last 90 days: 0 - All time: 31 (0 critical, 0 exploited in the wild) ## About Google TensorFlow TensorFlow is an open-source library for machine learning and artificial intelligence. ## Latest Google TensorFlow vulnerabilities - [CVE-2022-21729: PYSEC-2026-3090 - Overflow and uncaught divide by zero in Tensorflow](https://junglewise.ai/threats/cve-2022-21729-tensorflow-integer-overflow-and-divide-by-zero-in-unravelindex) (low, CVSS 3.1, published 9 Jul 2026) - [CVE-2022-23584: PYSEC-2026-3085 - Use after free in `DecodePng` kernel](https://junglewise.ai/threats/cve-2022-23584-tensorflow-decodepng-use-after-free-in-png-decoding) (low, CVSS 3.1, published 9 Jul 2026) - [CVE-2022-21739: PYSEC-2026-3094 - Null pointer dereference in TensorFlow](https://junglewise.ai/threats/cve-2022-21739-tensorflow-quantizedmaxpool-null-pointer-dereference) (low, CVSS 3.1, published 9 Jul 2026) - [CVE-2022-23591: PYSEC-2026-3084 - Stack overflow in TensorFlow](https://junglewise.ai/threats/cve-2022-23591-tensorflow-stack-overflow-in-graphdef-parsing) (low, CVSS 3.1, published 9 Jul 2026) - [CVE-2022-21726: PYSEC-2026-3082 - Out of bounds read in Tensorflow](https://junglewise.ai/threats/cve-2022-21726-google-tensorflow-heap-out-of-bounds-read-in-dequantize-operation) (low, CVSS 3.1, published 9 Jul 2026) - [CVE-2022-41907: PYSEC-2026-945 - Overflow in `ResizeNearestNeighborGrad`](https://junglewise.ai/threats/cve-2022-41907-tensorflow-resizenearestneighborgrad-integer-overflow) (low, CVSS 3.1, published 7 Jul 2026) - [CVE-2022-41899: PYSEC-2026-941 - `CHECK` fail via inputs in `SdcaOptimizer`](https://junglewise.ai/threats/cve-2022-41899-tensorflow-sdcaoptimizer-input-validation-crash) (low, CVSS 3.1, published 7 Jul 2026) - [CVE-2022-35982: PYSEC-2026-947 - TensorFlow vulnerable to segfault in `SparseBincount`](https://junglewise.ai/threats/cve-2022-35982-tensorflow-segfault-in-sparsebincount) (low, CVSS 3.1, published 7 Jul 2026) - [CVE-2022-35968: PYSEC-2026-940 - TensorFlow vulnerable to `CHECK` fail in `AvgPoolGrad`](https://junglewise.ai/threats/cve-2022-35968-tensorflow-check-failure-in-avgpoolgrad) (low, CVSS 3.1, published 7 Jul 2026) - [CVE-2022-35999: PYSEC-2026-946 - TensorFlow vulnerable to `CHECK` fail in `Conv2DBackpropInput`](https://junglewise.ai/threats/cve-2022-35999-tensorflow-check-fail-in-conv2dbackpropinput) (low, CVSS 3.1, published 6 Jul 2026) - [CVE-2022-29208: PYSEC-2026-943 - Segfault and OOB write due to incomplete validation in `EditDistance` in TensorFlow](https://junglewise.ai/threats/cve-2022-29208-tensorflow-editdistance-out-of-bounds-write) (low, CVSS 3.1, published 6 Jul 2026) - [CVE-2022-29200: PYSEC-2026-944 - Missing validation causes denial of service via `LSTMBlockCell`](https://junglewise.ai/threats/cve-2022-29200-tensorflow-lstmblockcell-missing-input-validation-denial-of) (low, CVSS 3.1, published 6 Jul 2026) - [CVE-2022-29193: PYSEC-2026-942 - Missing validation causes `TensorSummaryV2` to crash](https://junglewise.ai/threats/cve-2022-29193-tensorflow-tensorsummaryv2-input-validation-denial-of-service) (low, CVSS 3.1, published 6 Jul 2026) - [CVE-2026-2492: TensorFlow privilege escalation via uncontrolled HDF5 plugin search path](https://junglewise.ai/threats/cve-2026-2492-tensorflow-privilege-escalation-via-uncontrolled-hdf5-plugin) (high, CVSS 7.8, published 20 Feb 2026) - [CVE-2021-41216: TensorFlow heap buffer overflow in Transpose shape inference](https://junglewise.ai/threats/cve-2021-41216-tensorflow-heap-buffer-overflow-in-transpose-shape-inference) (low, CVSS 3.1, published 5 Nov 2021) - [CVE-2021-41226: TensorFlow heap buffer overflow in SparseBinCount](https://junglewise.ai/threats/cve-2021-41226-tensorflow-heap-buffer-overflow-in-sparsebincount) (low, CVSS 3.1, published 5 Nov 2021) - [CVE-2021-41198: TensorFlow integer overflow in tf.tile](https://junglewise.ai/threats/cve-2021-41198-tensorflow-integer-overflow-in-tf-tile) (low, CVSS 3.1, published 5 Nov 2021) - [CVE-2021-37690: TensorFlow use-after-free in shape inference functions](https://junglewise.ai/threats/cve-2021-37690-tensorflow-use-after-free-in-shape-inference-functions) (low, CVSS 3.1, published 13 Aug 2021) - [CVE-2021-37668: TensorFlow UnravelIndex division by zero](https://junglewise.ai/threats/cve-2021-37668-tensorflow-unravelindex-division-by-zero) (low, CVSS 3.1, published 12 Aug 2021) - [CVE-2021-37673: TensorFlow MapStage denial of service via CHECK-fail](https://junglewise.ai/threats/cve-2021-37673-tensorflow-mapstage-denial-of-service-via-check-fail) (low, CVSS 3.1, published 12 Aug 2021) - [CVE-2021-37691: TensorFlow TFLite division by zero in LSH operation](https://junglewise.ai/threats/cve-2021-37691-tensorflow-tflite-division-by-zero-in-lsh-operation) (low, CVSS 3.1, published 12 Aug 2021) - [CVE-2021-37654: TensorFlow heap out-of-bounds read in ResourceGather](https://junglewise.ai/threats/cve-2021-37654-tensorflow-heap-out-of-bounds-read-in-resourcegather) (low, CVSS 3.1, published 12 Aug 2021) - [CVE-2021-37644: TensorFlow std::abort in TensorListReserve](https://junglewise.ai/threats/cve-2021-37644-tensorflow-std-abort-in-tensorlistreserve) (low, CVSS 3.1, published 12 Aug 2021) - [CVE-2021-29590: TensorFlow TFLite heap out-of-bounds read in Minimum or Maximum](https://junglewise.ai/threats/cve-2021-29590-tensorflow-tflite-heap-out-of-bounds-read-in-minimum-or-maximum) (low, CVSS 3.1, published 14 May 2021) - [CVE-2021-29523: TensorFlow CHECK-fail in AddManySparseToTensorsMap](https://junglewise.ai/threats/cve-2021-29523-tensorflow-check-fail-in-addmanysparsetotensorsmap) (low, CVSS 3.1, published 14 May 2021) ## Most severe Google TensorFlow vulnerabilities - [CVE-2026-2492: TensorFlow privilege escalation via uncontrolled HDF5 plugin search path](https://junglewise.ai/threats/cve-2026-2492-tensorflow-privilege-escalation-via-uncontrolled-hdf5-plugin) (high, CVSS 7.8, published 20 Feb 2026) - [CVE-2022-21726: PYSEC-2026-3082 - Out of bounds read in Tensorflow](https://junglewise.ai/threats/cve-2022-21726-google-tensorflow-heap-out-of-bounds-read-in-dequantize-operation) (low, CVSS 3.1, published 9 Jul 2026) - [CVE-2022-23591: PYSEC-2026-3084 - Stack overflow in TensorFlow](https://junglewise.ai/threats/cve-2022-23591-tensorflow-stack-overflow-in-graphdef-parsing) (low, CVSS 3.1, published 9 Jul 2026) - [CVE-2022-21729: PYSEC-2026-3090 - Overflow and uncaught divide by zero in Tensorflow](https://junglewise.ai/threats/cve-2022-21729-tensorflow-integer-overflow-and-divide-by-zero-in-unravelindex) (low, CVSS 3.1, published 9 Jul 2026) - [CVE-2022-21739: PYSEC-2026-3094 - Null pointer dereference in TensorFlow](https://junglewise.ai/threats/cve-2022-21739-tensorflow-quantizedmaxpool-null-pointer-dereference) (low, CVSS 3.1, published 9 Jul 2026) - [CVE-2022-23584: PYSEC-2026-3085 - Use after free in `DecodePng` kernel](https://junglewise.ai/threats/cve-2022-23584-tensorflow-decodepng-use-after-free-in-png-decoding) (low, CVSS 3.1, published 9 Jul 2026) - [CVE-2022-35982: PYSEC-2026-947 - TensorFlow vulnerable to segfault in `SparseBincount`](https://junglewise.ai/threats/cve-2022-35982-tensorflow-segfault-in-sparsebincount) (low, CVSS 3.1, published 7 Jul 2026) - [CVE-2022-35968: PYSEC-2026-940 - TensorFlow vulnerable to `CHECK` fail in `AvgPoolGrad`](https://junglewise.ai/threats/cve-2022-35968-tensorflow-check-failure-in-avgpoolgrad) (low, CVSS 3.1, published 7 Jul 2026) - [CVE-2022-35999: PYSEC-2026-946 - TensorFlow vulnerable to `CHECK` fail in `Conv2DBackpropInput`](https://junglewise.ai/threats/cve-2022-35999-tensorflow-check-fail-in-conv2dbackpropinput) (low, CVSS 3.1, published 6 Jul 2026) - [CVE-2022-41907: PYSEC-2026-945 - Overflow in `ResizeNearestNeighborGrad`](https://junglewise.ai/threats/cve-2022-41907-tensorflow-resizenearestneighborgrad-integer-overflow) (low, CVSS 3.1, published 7 Jul 2026) ## Vulnerabilities per week Nothing was published in the last eight weeks. | Week of | Vulns | Critical | Exploited | | --- | --- | --- | --- | | 17 Aug 2026 | 0 | 0 | 0 | | 24 Aug 2026 | 0 | 0 | 0 | | 31 Aug 2026 | 0 | 0 | 0 | | 7 Sep 2026 | 0 | 0 | 0 | | 14 Sep 2026 | 0 | 0 | 0 | | 21 Sep 2026 | 0 | 0 | 0 | | 28 Sep 2026 | 0 | 0 | 0 | | 5 Oct 2026 | 0 | 0 | 0 | | 12 Oct 2026 | 0 | 0 | 0 | | 19 Oct 2026 | 0 | 0 | 0 | | 26 Oct 2026 | 0 | 0 | 0 | | 2 Nov 2026 | 0 | 0 | 0 | | 9 Nov 2026 | 0 | 0 | 0 | ## Other Google technologies - [Google Chrome](https://junglewise.ai/threats/technologies/chrome): 3,930 vulnerabilities - [Google Android](https://junglewise.ai/threats/technologies/android): 628 vulnerabilities - [Google Chrome for iOS](https://junglewise.ai/threats/technologies/chrome-for-ios): 79 vulnerabilities - [Google Pixel](https://junglewise.ai/threats/technologies/google-pixel): 72 vulnerabilities - [Google Cloud Platform](https://junglewise.ai/threats/technologies/google-cloud-platform): 43 vulnerabilities - [Google Chromium V8](https://junglewise.ai/threats/technologies/chromium-v8): 41 vulnerabilities - [Google Chromium](https://junglewise.ai/threats/technologies/chromium): 37 vulnerabilities - [Google Pixel Devices](https://junglewise.ai/threats/technologies/pixel-devices): 27 vulnerabilities - [Google Pixel Firmware](https://junglewise.ai/threats/technologies/pixel-firmware): 27 vulnerabilities - [Google Android Framework](https://junglewise.ai/threats/technologies/android-framework): 22 vulnerabilities - [Google Chrome for Android](https://junglewise.ai/threats/technologies/chrome-for-android): 21 vulnerabilities - [Google ChromeOS](https://junglewise.ai/threats/technologies/chromeos): 20 vulnerabilities ## Sources NVD, GitHub Security Advisories, OSV, the CISA Known Exploited Vulnerabilities catalog, FIRST EPSS and vendor advisories. Rebuilt every hour. Cite as: Junglewise Threat Intelligence, "Google TensorFlow vulnerabilities", https://junglewise.ai/threats/technologies/tensorflow, 12 November 2026.