CVE-2021-29548

TensorFlow is an end-to-end open source platform for machine learning. An attacker can cause a runtime division by zero error and denial of service in tf.rawops.QuantizedBatchNormWithGlobalNormalization. This is because the...

CVE-2021-29548

TensorFlow vulnerability CVE-2021-29548 concerns the QuantizedBatchNormWithGlobalNormalization path. The issue is a runtime division-by-zero that can cause a denial of service due to insufficient validation of the op contract in the quantized batch-norm kernel. A fix is planned and will be includ...

CVE-2021-29549

TensorFlow is an end-to-end open source platform for machine learning. An attacker can cause a runtime division by zero error and denial of service in tf.rawops.QuantizedBatchNormWithGlobalNormalization. This is because the...

CVE-2021-29549 Division by 0 in `QuantizedAdd`

TensorFlow is an end-to-end open source platform for machine learning. An attacker can cause a runtime division by zero error and denial of service in tf.rawops.QuantizedBatchNormWithGlobalNormalization. This is because the...

CVE-2021-29549

CVE-2021-29549 (TensorFlow) is a division-by-zero vulnerability in tf.raw_ops.QuantizedAdd/QuantizedBatchNormWithGlobalNormalization that can trigger a runtime error and denial of service. The root cause is a modulo operation applied with vector_num_elements that can be zero because it is derived...

CVE-2021-29550

TensorFlow is an end-to-end open source platform for machine learning. An attacker can cause a runtime division by zero error and denial of service in tf.rawops.FractionalAvgPool. This is because the...

CVE-2021-29550 Division by 0 in `FractionalAvgPool`

TensorFlow is an end-to-end open source platform for machine learning. An attacker can cause a runtime division by zero error and denial of service in tf.rawops.FractionalAvgPool. This is because the...

CVE-2021-29550

TensorFlow CVE-2021-29550 concerns a runtime division-by-zero in tf.raw_ops.FractionalAvgPool within the FractionalAvgPool implementation. The root cause is that the operator computes output_size by floor-dividing input_size[i] by pooling_ratio[i], where both values are user-controlled; if input_...

CVE-2021-29551 OOB read in `MatrixTriangularSolve`

TensorFlow is an end-to-end open source platform for machine learning. The implementation of MatrixTriangularSolvehttps://github.com/tensorflow/tensorflow/blob/8cae746d8449c7dda5298327353d68613f16e798/tensorflow/core/kernels/linalg/matrixtriangularsolveopimpl.hL160-L240 fails to terminate kernel...

CVE-2021-29551

TensorFlow CVE-2021-29551 relates to MatrixTriangularSolve: the kernel failed to terminate when input validation fails, enabling a potential heap OOB read with crafted tensors. The issue is tied to OP_REQUIRES paths not aborting before using inputs, leading to invalid data usage in bcast construc...

CVE-2021-29552 CHECK-failure in `UnsortedSegmentJoin`

TensorFlow is an end-to-end open source platform for machine learning. An attacker can cause a denial of service by controlling the values of numsegments tensor argument for UnsortedSegmentJoin. This is because the...

CVE-2021-29552

TensorFlow is an end-to-end open source platform for machine learning. An attacker can cause a denial of service by controlling the values of numsegments tensor argument for UnsortedSegmentJoin. This is because the...

CVE-2021-29552

TensorFlow vulnerability CVE-2021-29552 is a denial-of-service in UnsortedSegmentJoin caused by an out-of-bounds CHECK on an empty num_segments scalar. Affected TF versions include those in the 2.1.x–2.5.x range; the issue stems from treating num_segments as a valid scalar and failing when the te...

CVE-2021-29553 Heap OOB in `QuantizeAndDequantizeV3`

TensorFlow is an end-to-end open source platform for machine learning. An attacker can read data outside of bounds of heap allocated buffer in tf.rawops.QuantizeAndDequantizeV3. This is because the...

CVE-2021-29553

TensorFlow vulnerability CVE-2021-29553 involves a heap-based out-of-bounds read in tf.raw_ops.QuantizeAndDequantizeV3 caused by not validating the user-supplied axis before indexing the input. Affected TensorFlow versions are in the 2.x range, with a fix planned for TensorFlow 2.5.0 and cherry-p...

CVE-2021-29553

TensorFlow is an end-to-end open source platform for machine learning. An attacker can read data outside of bounds of heap allocated buffer in tf.rawops.QuantizeAndDequantizeV3. This is because the...

CVE-2021-29554

CVE-2021-29554 affects TensorFlow: DenseCountSparseOutput can cause a denial of service via a division-by-zero runtime error. Root cause is computing a divisor from user data without validating zero, yielding num_batch_elements = 0 and a divide operation. Affected TF releases are mitigated by a f...

CVE-2021-29554 Division by 0 in `DenseCountSparseOutput`

TensorFlow is an end-to-end open source platform for machine learning. An attacker can cause a denial of service via a FPE runtime error in tf.rawops.DenseCountSparseOutput. This is because the...

CVE-2021-29554

TensorFlow is an end-to-end open source platform for machine learning. An attacker can cause a denial of service via a FPE runtime error in tf.rawops.DenseCountSparseOutput. This is because the...

CVE-2021-29512 Heap buffer overflow in `RaggedBinCount`

TensorFlow is an end-to-end open source platform for machine learning. If the splits argument of RaggedBincount does not specify a valid SparseTensorhttps://www.tensorflow.org/apidocs/python/tf/sparse/SparseTensor, then an attacker can trigger a heap buffer overflow. This will cause a read from...