The vulnerability of the tf.keras.layers.Embedding interface in the TensorFlow machine learning system allows attackers to compromise the integrity and accessibility of the protected information.

The vulnerability of the tf.keras.layers.Embedding layer in the TensorFlow machine learning system is related to the presence of undeclared capabilities during the processing of the inputdim argument. Exploiting this vulnerability could allow attackers to compromise the integrity and accessibilit...

Incorrect Calculation

Overview tensorflow is a machine learning framework. Affected versions of this package are vulnerable to Incorrect Calculation via the Embedding operator that always outputs 0 without XLA when inputdim=1 is set. An attacker can cause the application to produce unpredictable or incorrect outputs b...

SUSE CVE-2021-29602

TensorFlow is an end-to-end open source platform for machine learning. The implementation of the DepthwiseConv TFLite operator is vulnerable to a division by zero...

GHSA-27QF-JWM8-G7F3 FPE in LSH in TFLite

Impact An attacker can craft a TFLite model that would trigger a division by zero error in LSH implementation. cc int RunningSignBitconst TfLiteTensor input, const TfLiteTensor weight, float seed int inputitembytes = input-bytes / SizeOfDimensioninput, 0; // ... There is no check that the first...

PT-2021-21811 · Google · Tensorflow

Name of the Vulnerable Software and Affected Versions: TensorFlow versions prior to 2.6.0 TensorFlow versions 2.5.1 and earlier TensorFlow versions 2.4.3 and earlier TensorFlow versions 2.3.4 and earlier Description: An attacker can craft a TFLite model that would trigger a division by zero error...

GHSA-RF3H-XGV5-2Q39 Division by zero in TFLite's implementation of `DepthwiseConv`

Impact The implementation of the DepthwiseConv TFLite operator is vulnerable to a division by zero error: cc int numinputchannels = SizeOfDimensioninput, 3; TFLITEENSUREEQcontext, numfilterchannels % numinputchannels, 0; An attacker can craft a model such that input's fourth dimension would be 0...

PYSEC-2021-239

TensorFlow is an end-to-end open source platform for machine learning. The implementation of the DepthwiseConv TFLite operator is vulnerable to a division by zero...

PYSEC-2021-239

TensorFlow is an end-to-end open source platform for machine learning. The implementation of the DepthwiseConv TFLite operator is vulnerable to a division by zero...

PYSEC-2021-530

TensorFlow is an end-to-end open source platform for machine learning. The implementation of the DepthwiseConv TFLite operator is vulnerable to a division by zero...

PYSEC-2021-728

TensorFlow is an end-to-end open source platform for machine learning. The implementation of the DepthwiseConv TFLite operator is vulnerable to a division by zero...

CVE-2021-29596

TensorFlow is an end-to-end open source platform for machine learning. The implementation of the EmbeddingLookup TFLite operator is vulnerable to a division by zero...

PT-2021-18353 · Google · Tensorflow

Name of the Vulnerable Software and Affected Versions: TensorFlow versions prior to 2.5.0 TensorFlow versions 2.4.2 and earlier TensorFlow versions 2.3.3 and earlier TensorFlow versions 2.2.3 and earlier TensorFlow versions 2.1.4 and earlier Description: The implementation of the DepthwiseConv...