CVE-2021-29516

TensorFlow is an end-to-end open source platform for machine learning. Calling tf.rawops.RaggedTensorToVariant with arguments specifying an invalid ragged tensor results in a null pointer dereference. The implementation of RaggedTensorToVariant...

CVE-2021-29515

TensorFlow is an end-to-end open source platform for machine learning. The implementation of MatrixDiag operationshttps://github.com/tensorflow/tensorflow/blob/4c4f420e68f1cfaf8f4b6e8e3eb857e9e4c3ff33/tensorflow/core/kernels/linalg/matrixdiagop.ccL195-L197 does not validate that the tensor...

CVE-2021-29521

TensorFlow is an end-to-end open source platform for machine learning. Specifying a negative dense shape in tf.rawops.SparseCountSparseOutput results in a segmentation fault being thrown out from the standard library as std::vector invariants are broken. This is because the...

CVE-2021-29530

TensorFlow is an end-to-end open source platform for machine learning. An attacker can trigger a null pointer dereference by providing an invalid permutation to tf.rawops.SparseMatrixSparseCholesky. This is because the...

CVE-2021-29527

TensorFlow is an end-to-end open source platform for machine learning. An attacker can trigger a division by 0 in tf.rawops.QuantizedConv2D. This is because the...

CVE-2021-29513

TensorFlow is an end-to-end open source platform for machine learning. Calling TF operations with tensors of non-numeric types when the operations expect numeric tensors result in null pointer dereferences. The conversion from Python array to C++...

CVE-2021-29522

TensorFlow is an end-to-end open source platform for machine learning. The tf.rawops.Conv3DBackprop operations fail to validate that the input tensors are not empty. In turn, this would result in a division by 0. This is because the...

CVE-2021-29518

TensorFlow is an end-to-end open source platform for machine learning. In eager mode default in TF 2.0 and later, session operations are invalid. However, users could still call the raw ops associated with them and trigger a null pointer dereference. The...

Integer overflow

TensorFlow is an end-to-end open source platform for machine learning. An attacker can trigger a denial of service via a CHECK-fail in caused by an integer overflow in constructing a new tensor shape. This is because the...

arekit (>=0.21.0 <=0.22.1), arenets (>=0.23.0 <=0.23.1) +160 more potentially affected by CVE-2021-29519 via tensorflow-gpu (>=1.10.1 <=2.1.1)

tensorflow-gpu PYPI version =1.10.1, =0.21.0, =0.23.0, =0.9.2, =0.1.0, =0.0.1, =0.1.0, =0.0.1, =1.0.0, =1.0.3 - cctv-analysis =0.0.2 - chatbot-nlu =1.0.0 - classitransformers =0.0.1 and more Source cves: CVE-2021-29519 Source advisory: OSV:PYSEC-2021-645...

arekit (>=0.21.0 <=0.22.1), arenets (>=0.23.0 <=0.23.1) +160 more potentially affected by CVE-2021-29531 via tensorflow-gpu (>=1.10.1 <=2.1.1)

tensorflow-gpu PYPI version =1.10.1, =0.21.0, =0.23.0, =0.9.2, =0.1.0, =0.0.1, =0.1.0, =0.0.1, =1.0.0, =1.0.3 - cctv-analysis =0.0.2 - chatbot-nlu =1.0.0 - classitransformers =0.0.1 and more Source cves: CVE-2021-29531 Source advisory: OSV:PYSEC-2021-657...

arekit (>=0.21.0 <=0.22.1), arenets (>=0.23.0 <=0.23.1) +160 more potentially affected by CVE-2021-29598 via tensorflow-gpu (>=1.10.1 <=2.1.1)

tensorflow-gpu PYPI version =1.10.1, =0.21.0, =0.23.0, =0.9.2, =0.1.0, =0.0.1, =0.1.0, =0.0.1, =1.0.0, =1.0.3 - cctv-analysis =0.0.2 - chatbot-nlu =1.0.0 - classitransformers =0.0.1 and more Source cves: CVE-2021-29598 Source advisory: OSV:PYSEC-2021-724...

arekit (>=0.21.0 <=0.22.1), arenets (>=0.23.0 <=0.23.1) +162 more potentially affected by CVE-2021-29568 via tensorflow-gpu (>=1.10.1 <=2.2.0)

tensorflow-gpu PYPI version =1.10.1, =0.21.0, =0.23.0, =0.9.2, =0.1.0, =0.0.1, =0.1.0, =0.0.1, =1.0.0, =1.0.3 - cctv-analysis =0.0.2 - chatbot-nlu =1.0.0 - classitransformers =0.0.1 and more Source cves: CVE-2021-29568 Source advisory: OSV:PYSEC-2021-694...

Heap overflow

TensorFlow is an end-to-end open source platform for machine learning. An attacker can cause a heap buffer overflow in QuantizedMul by passing in invalid thresholds for the quantization. This is because the...

Design/Logic Flaw

TensorFlow is an end-to-end open source platform for machine learning. The implementation of tf.rawops.MaxPoolGradWithArgmax is vulnerable to a division by 0. The...

Code injection

TensorFlow is an end-to-end open source platform for machine learning. An attacker can trigger a division by 0 in tf.rawops.Conv2D. This is because the implementationhttps://github.com/tensorflow/tensorflow/blob/988087bd83f144af14087fe4fecee2d250d93737/tensorflow/core/kernels/convops.ccL261-L263...

arekit (>=0.21.0 <=0.22.1), arenets (>=0.23.0 <=0.23.1) +160 more potentially affected by CVE-2021-29599 via tensorflow-gpu (>=1.10.1 <=2.1.1)

tensorflow-gpu PYPI version =1.10.1, =0.21.0, =0.23.0, =0.9.2, =0.1.0, =0.0.1, =0.1.0, =0.0.1, =1.0.0, =1.0.3 - cctv-analysis =0.0.2 - chatbot-nlu =1.0.0 - classitransformers =0.0.1 and more Source cves: CVE-2021-29599 Source advisory: OSV:PYSEC-2021-725...

arekit (>=0.21.0 <=0.22.1), arenets (>=0.23.0 <=0.23.1) +160 more potentially affected by CVE-2021-29526 via tensorflow-gpu (>=1.10.1 <=2.1.1)

tensorflow-gpu PYPI version =1.10.1, =0.21.0, =0.23.0, =0.9.2, =0.1.0, =0.0.1, =0.1.0, =0.0.1, =1.0.0, =1.0.3 - cctv-analysis =0.0.2 - chatbot-nlu =1.0.0 - classitransformers =0.0.1 and more Source cves: CVE-2021-29526 Source advisory: OSV:PYSEC-2021-652...

arekit (>=0.21.0 <=0.22.1), arenets (>=0.23.0 <=0.23.1) +160 more potentially affected by CVE-2021-29517 via tensorflow-gpu (>=1.10.1 <=2.1.1)

tensorflow-gpu PYPI version =1.10.1, =0.21.0, =0.23.0, =0.9.2, =0.1.0, =0.0.1, =0.1.0, =0.0.1, =1.0.0, =1.0.3 - cctv-analysis =0.0.2 - chatbot-nlu =1.0.0 - classitransformers =0.0.1 and more Source cves: CVE-2021-29517 Source advisory: OSV:PYSEC-2021-643...

Code injection

TensorFlow is an end-to-end open source platform for machine learning. An attacker can cause a denial of service by exploiting a CHECK-failure coming from the implementation of tf.rawops.RFFT. Eigen code operating on an empty matrix can trigger on an assertion and will cause program termination...