Undefined behavior when users supply invalid resource handles

ImpactMultiple TensorFlow operations misbehave in eager mode when the resource handle provided to them is invalid:pythonimport tensorflow as tftf.rawops.QueueIsClosedV2handle=pythonimport tensorflow as tftf.summary.flushwriter= In graph mode, it would have been impossible to perform these API...

hyperparameter-hunter (>=0.0.1, <=1.0.1), malaya (>=0.6.0.2, <=0.6.4) +2 more potentially affected by CVE-2022-29207 via tensorflow (1.5.0)

tensorflow PYPI version 1.5.0 is affected by a known vulnerability. The following packages have a transitive dependency on tensorflow and may be impacted: - hyperparameter-hunter =0.0.1, =0.6.0.2, =1.3.6, =1.3.7 - talos 0.6.4 Source cves: CVE-2022-29207 Source advisory: OSV:PYSEC-2026-3112...

cellunet (>=0.1.0, <=0.2.2), color2vec (1.0.0) +12 more potentially affected by CVE-2022-29209 via tensorflow (1.8.0)

tensorflow PYPI version 1.8.0 is affected by a known vulnerability. The following packages have a transitive dependency on tensorflow and may be impacted: - cellunet =0.1.0, =0.0.5.1, =0.1.0, =0.1.1.1, =1.1.0, =0.9.0a7, =0.1.0, =0.11.0, =0.4.1, =0.5.2, =0.5.5 Source cves: CVE-2022-29209 Source...

c4v-py (>=0.1.0.dev1, <=0.1.0.dev202107081840), medaka-cpu (1.5.0) +4 more potentially affected by CVE-2022-29207 via tensorflow-cpu (>=2.1.0, <=2.5.3)

tensorflow-cpu PYPI version =2.1.0, =0.1.0.dev1, =0.5.1, =0.102.0.dev0, =1.5.2, =1.7.4 Source cves: CVE-2022-29207 Source advisory: OSV:PYSEC-2026-3280...

azureml-automl-core (>=1.0.23, <=1.0.33), kassandra (0.0.1) +3 more potentially affected by CVE-2022-29208 via tensorflow (1.11.0)

tensorflow PYPI version 1.11.0 is affected by a known vulnerability. The following packages have a transitive dependency on tensorflow and may be impacted: - azureml-automl-core =1.0.23, =2.0.2, =0.3.4, =0.6.2, =0.6.5 Source cves: CVE-2022-29208 Source advisory: OSV:PYSEC-2026-3088...

optimuspyspark (>=2.0.4, <=2.0.6), pytorch-es (>=0.1.0, <=0.1.1) +2 more potentially affected by CVE-2022-29209 via tensorflow (1.6.0)

tensorflow PYPI version 1.6.0 is affected by a known vulnerability. The following packages have a transitive dependency on tensorflow and may be impacted: - optimuspyspark =2.0.4, =0.1.0, =0.12.0, =0.7.2, =0.10.0 Source cves: CVE-2022-29209 Source advisory: OSV:PYSEC-2026-3167...

acuity (6.18.0), acuitylite (>=6.6.0, <=6.21.0) +60 more potentially affected by CVE-2022-29209 via tensorflow (2.8.0)

tensorflow PYPI version 2.8.0 is affected by a known vulnerability. The following packages have a transitive dependency on tensorflow and may be impacted: - acuity 6.18.0 - acuitylite =6.6.0, =1.2.8, =1.0.43, =0.2.2, =0.0.1, =0.0.2, =0.2.8, =0.14.0, =0.1.3, =0.0.9, =0.2.27, =0.2.41 -...

Undefined behavior when users supply invalid resource handles

ImpactMultiple TensorFlow operations misbehave in eager mode when the resource handle provided to them is invalid:pythonimport tensorflow as tftf.rawops.QueueIsClosedV2handle=pythonimport tensorflow as tftf.summary.flushwriter= In graph mode, it would have been impossible to perform these API...

Segfault if `tf.histogram_fixed_width` is called with NaN values in TensorFlow

ImpactThe implementation of tf.histogramfixedwidth is vulnerable to a crash when the values array contain NaN elements:pythonimport tensorflow as tfimport numpy as nptf.histogramfixedwidthvalues=np.nan, valuerange=1,2The implementation assumes that all floating point operations are defined and th...

aether (>=0.3.26, <=0.3.32), animalai-train (>=0.4.2, <=0.5.0) +26 more potentially affected by CVE-2022-29208 via tensorflow (1.12.0)

tensorflow PYPI version 1.12.0 is affected by a known vulnerability. The following packages have a transitive dependency on tensorflow and may be impacted: - aether =0.3.26, =0.4.2, =1.0.17.1, =0.1.0, =0.3.1, =0.1.0, =0.0.1, =1.0.0, =0.7.0, =0.8.0 and more Source cves: CVE-2022-29208 Source...

diluvian (>=0.0.2, <=0.0.3), guesslang (>=0.9.0rc5, <=0.9.1) +3 more potentially affected by CVE-2022-29207 via tensorflow (1.1.0)

tensorflow PYPI version 1.1.0 is affected by a known vulnerability. The following packages have a transitive dependency on tensorflow and may be impacted: - diluvian =0.0.2, =0.9.0rc5, =0.9.1 - impyute 0.0.4 - rldqn 0.0.5 - russtress 0.1.0 Source cves: CVE-2022-29207 Source advisory:...

program-synthesis (0.1.2), qfragment (0.0.16) potentially affected by CVE-2022-29209 via tensorflow (1.5.1)

tensorflow PYPI version 1.5.1 is affected by a known vulnerability. The following packages have a transitive dependency on tensorflow and may be impacted: - program-synthesis 0.1.2 - qfragment 0.0.16 Source cves: CVE-2022-29209 Source advisory: OSV:PYSEC-2026-3167...

aether (>=0.3.26, <=0.3.32), animalai-train (>=0.4.2, <=0.5.0) +26 more potentially affected by CVE-2022-29209 via tensorflow (1.12.0)

tensorflow PYPI version 1.12.0 is affected by a known vulnerability. The following packages have a transitive dependency on tensorflow and may be impacted: - aether =0.3.26, =0.4.2, =1.0.17.1, =0.1.0, =0.3.1, =0.1.0, =0.0.1, =1.0.0, =0.7.0, =0.8.0 and more Source cves: CVE-2022-29209 Source...

hyperparameter-hunter (>=0.0.1, <=1.0.1), malaya (>=0.6.0.2, <=0.6.4) +2 more potentially affected by CVE-2022-29211 via tensorflow (1.5.0)

tensorflow PYPI version 1.5.0 is affected by a known vulnerability. The following packages have a transitive dependency on tensorflow and may be impacted: - hyperparameter-hunter =0.0.1, =0.6.0.2, =1.3.6, =1.3.7 - talos 0.6.4 Source cves: CVE-2022-29211 Source advisory: OSV:PYSEC-2026-3260...

animalai-train (>=0.6.0, <=1.0.3), coach-cli (0.91.0) +3 more potentially affected by CVE-2022-29211 via tensorflow (1.12.2)

tensorflow PYPI version 1.12.2 is affected by a known vulnerability. The following packages have a transitive dependency on tensorflow and may be impacted: - animalai-train =0.6.0, =0.10.0, =0.3.2, =0.4.3 Source cves: CVE-2022-29211 Source advisory: OSV:PYSEC-2026-3260...

hyperparameter-hunter (>=0.0.1, <=1.0.1), malaya (>=0.6.0.2, <=0.6.4) +2 more potentially affected by CVE-2022-29209 via tensorflow (1.5.0)

tensorflow PYPI version 1.5.0 is affected by a known vulnerability. The following packages have a transitive dependency on tensorflow and may be impacted: - hyperparameter-hunter =0.0.1, =0.6.0.2, =1.3.6, =1.3.7 - talos 0.6.4 Source cves: CVE-2022-29209 Source advisory: OSV:PYSEC-2026-3167...

aether (>=0.3.26, <=0.3.32), animalai-train (>=0.4.2, <=0.5.0) +26 more potentially affected by CVE-2022-29211 via tensorflow (1.12.0)

tensorflow PYPI version 1.12.0 is affected by a known vulnerability. The following packages have a transitive dependency on tensorflow and may be impacted: - aether =0.3.26, =0.4.2, =1.0.17.1, =0.1.0, =0.3.1, =0.1.0, =0.0.1, =1.0.0, =0.7.0, =0.8.0 and more Source cves: CVE-2022-29211 Source...

abba-python (>=0.1.6, <=0.3.0), adversal-embedding (>=0.0.1, <=0.0.7) +52 more potentially affected by CVE-2022-29211 via tensorflow (1.15.0)

tensorflow PYPI version 1.15.0 is affected by a known vulnerability. The following packages have a transitive dependency on tensorflow and may be impacted: - abba-python =0.1.6, =0.0.1, =0.2.6, =2023.1.0, =0.2.11, =0.0.4, =0.10.0, =0.10.1 - deepaclive 0.1.0 and more Source cves: CVE-2022-29211...

easyfacenet (>=1.0.4, <=1.0.5), keras-pandas (>=1.1.0, <=1.1.1) +3 more potentially affected by CVE-2022-29211 via tensorflow (1.7.0)

tensorflow PYPI version 1.7.0 is affected by a known vulnerability. The following packages have a transitive dependency on tensorflow and may be impacted: - easyfacenet =1.0.4, =1.1.0, =0.1.1, =0.1.2, =0.0.0, =0.0.1 Source cves: CVE-2022-29211 Source advisory: OSV:PYSEC-2026-3260...

Type confusion leading to `CHECK`-failure based denial of service in TensorFlow

ImpactThe macros that TensorFlow uses for writing assertions e.g., CHECKLT, CHECKGT, etc. have an incorrect logic when comparing sizet and int values. Due to type conversion rules, several of the macros would trigger incorrectly. PatchesWe have patched the issue in GitHub commit...