PYSEC-2026-3164 Assertion failure based denial of service in Tensorflow

Impact The implementation of Bincount operations allows malicious users to cause denial of service by passing in arguments which would trigger a CHECK-fail: python import tensorflow as tf tf.rawops.DenseBincount input=0, 1, 2, size=1, weights=3,2,1, binaryoutput=False There are several conditions...

azureml-automl-core (>=1.0.23, <=1.0.33), kassandra (0.0.1) +3 more potentially affected by CVE-2022-23569 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-2022-23569 Source advisory: OSV:PYSEC-2026-3230...

keras-pandas (>=1.1.2, <=2.0.1), learna-tools (0.1.0) potentially affected by CVE-2022-21736 via tensorflow (1.4.0)

tensorflow PYPI version 1.4.0 is affected by a known vulnerability. The following packages have a transitive dependency on tensorflow and may be impacted: - keras-pandas =1.1.2, =2.0.1 - learna-tools 0.1.0 Source cves: CVE-2022-21736 Source advisory: OSV:PYSEC-2026-3223...

PYSEC-2026-3114 Integer overflows in Tensorflow

Impact The implementation of AddManySparseToTensorsMap is vulnerable to an integer overflow which results in a CHECK-fail when building new TensorShape objects so, an assert failure based denial of service: python import tensorflow as tf import numpy as np tf.rawops.AddManySparseToTensorsMap...

cellunet (>=0.1.0, <=0.2.2), color2vec (1.0.0) +12 more potentially affected by CVE-2022-23572 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-2022-23572 Source...

sklearn-plus (>=0.0.3, <=0.0.4) potentially affected by CVE-2022-23572 via tensorflow (1.2.0)

tensorflow PYPI version 1.2.0 is affected by a known vulnerability. The following packages have a transitive dependency on tensorflow and may be impacted: - sklearn-plus =0.0.3, =0.0.4 Source cves: CVE-2022-23572 Source advisory: OSV:PYSEC-2026-3241...

Segfault in `simplifyBroadcast` in Tensorflow

ImpactThe simplifyBroadcast function in the MLIR-TFRT infrastructure in TensorFlow is vulnerable to a segfault hence, denial of service, if called with scalar shapes.cc sizet maxRank = 0; for auto shape : llvm::enumerateshapes auto foundshape = analysis.dimensionsForShapeTensorshape.value; if...

Out of bounds read in Tensorflow

ImpactThe TFG dialect of TensorFlow MLIR makes several assumptions about the incoming GraphDef before converting it to the MLIR-based dialect.If an attacker changes the SavedModel format on disk to invalidate these assumptions and the GraphDef is then converted to MLIR-based IR then they can caus...

Out of bounds read in Tensorflow

ImpactThe TFG dialect of TensorFlow MLIR makes several assumptions about the incoming GraphDef before converting it to the MLIR-based dialect.If an attacker changes the SavedModel format on disk to invalidate these assumptions and the GraphDef is then converted to MLIR-based IR then they can caus...

animalai-train (0.4.0), mlagents (>=0.4.0, <=0.10.0.dev0) +2 more potentially affected by CVE-2022-23572 via tensorflow (1.7.1)

tensorflow PYPI version 1.7.1 is affected by a known vulnerability. The following packages have a transitive dependency on tensorflow and may be impacted: - animalai-train 0.4.0 - mlagents =0.4.0, =0.10.0.dev0 - pytransdec 0.2.1 - unityagents 0.4.0 Source cves: CVE-2022-23572 Source advisory:...

Crash when type cannot be specialized in Tensorflow

ImpactUnder certain scenarios, TensorFlow can fail to specialize a type during shape inference:ccvoid InferenceContext::PreInputInit const OpDef& opdef, const std::vector& inputtensors, const std::vector& inputtensorsasshapes const auto ret = fulltype::SpecializeTypeattrs, opdef;...

azureml-automl-core (>=1.0.23, <=1.0.33), kassandra (0.0.1) +3 more potentially affected by CVE-2022-23571 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-2022-23571 Source advisory: OSV:PYSEC-2026-3204...

PYSEC-2026-3309 Out of bounds read in Tensorflow

Impact The TFG dialect of TensorFlow MLIR makes several assumptions about the incoming GraphDef before converting it to the MLIR-based dialect. If an attacker changes the SavedModel format on disk to invalidate these assumptions and the GraphDef is then converted to MLIR-based IR then they can...

PYSEC-2026-3249 Out of bounds read in Tensorflow

Impact TensorFlow's type inference can cause a heap OOB read as the bounds checking is done in a DCHECK which is a no-op during production: cc if nodet.typeid != TFTUNSET int ix = inputidxi; DCHECKix nodet.argssize "input " i " should have an output " ix " but instead only has " nodet.argssize "...

axelerate (>=0.5.2, <=0.5.5), bert-experimental (1.0.0) +24 more potentially affected by CVE-2022-23590 via tensorflow (1.15.2)

tensorflow PYPI version 1.15.2 is affected by a known vulnerability. The following packages have a transitive dependency on tensorflow and may be impacted: - axelerate =0.5.2, =2.0.1, =1.0.1, =0.1.0.dev1, =1.5.0.dev20210429, =1.5.0.dev20210512 - fedlearner-manylinux 1.5.0.dev20210429 -...

optimuspyspark (>=2.0.4, <=2.0.6), pytorch-es (>=0.1.0, <=0.1.1) +2 more potentially affected by CVE-2022-23590 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-2022-23590 Source advisory: OSV:PYSEC-2026-3225...

cf-nlp (>=0.1.0, <=0.1.1), dlgo (0.2.0) +2 more potentially affected by CVE-2022-23590 via tensorflow (1.10.1)

tensorflow PYPI version 1.10.1 is affected by a known vulnerability. The following packages have a transitive dependency on tensorflow and may be impacted: - cf-nlp =0.1.0, =0.6.0, =0.6.1 Source cves: CVE-2022-23590 Source advisory: OSV:PYSEC-2026-3225...

Null pointer dereference in Grappler's `IsConstant`

ImpactUnder certain scenarios, Grappler component of TensorFlow can trigger a null pointer dereference. There are 2 places where this can occur, for the same malicious alteration of a SavedModel file fixing the first one would trigger the same dereference in the second place:First, during constan...

aether (>=0.3.26, <=0.3.32), animalai-train (>=0.4.2, <=0.5.0) +26 more potentially affected by CVE-2022-23572 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-2022-23572 Source...

axelerate (>=0.5.8, <=0.5.9), bianbu-ai-toolkit-tf1 (1.0.6) +27 more potentially affected by CVE-2022-23572 via tensorflow (1.15.3)

tensorflow PYPI version 1.15.3 is affected by a known vulnerability. The following packages have a transitive dependency on tensorflow and may be impacted: - axelerate =0.5.8, =0.0.1.2, =0.0.13, =1.1.0, =0.22.0, =1.6.0, =4.1.3, =0.10.0.dev1, =0.11.0 - muffnn 2.3.1 - neoepiscope 0.4.0 and more...