CVE-2021-37660

CVE-2021-37660 describes a division-by-zero flaw in TensorFlow’s inplace operations due to a logic error in inplace_ops.cc. The faulty condition uses || instead of &&, allowing a floating-point exception when crafted inputs are provided. The issue has been patched in the GitHub commit e86605c0a33...

CVE-2021-37653

TensorFlow Cortex: CVE-2021-37653 affects TensorFlow’s tf.raw_ops.ResourceGather. The issue stems from computing batch_size and dividing by it without validating 0, causing a local crash (denial of service). A patch exists in GitHub commit ac117ee8a8ea57b73d34665cdf00ef3303bc0b11 and should be in...

CVE-2021-37653 Division by 0 in `ResourceGather` in TensorFlow

TensorFlow is an end-to-end open source platform for machine learning. In affected versions an attacker can trigger a crash via a floating point exception in tf.rawops.ResourceGather. The implementation computes the value of a value, batchsize, and then divides by it without checking that this...

CVE-2021-37653

TensorFlow is an end-to-end open source platform for machine learning. In affected versions an attacker can trigger a crash via a floating point exception in tf.rawops.ResourceGather. The implementation computes the value of a value, batchsize, and then divides by it without checking that this...

CVE-2021-37642 Division by 0 in `ResourceScatterDiv` in TensorFlow

TensorFlow is an end-to-end open source platform for machine learning. In affected versions the implementation of tf.rawops.ResourceScatterDiv is vulnerable to a division by 0 error. The implementation uses a common class for all binary operations but fails to treat the division by 0 case...

CVE-2021-37642

CVE-2021-37642 involves TensorFlow’s tf.raw_ops.ResourceScatterDiv, where an implementation division-by-zero can occur in affected builds. Public details confirm this is rooted in the shared binary-ops class and that a patch was applied in GitHub commit 4aacb30888638da75023e6601149415b39763d76, w...

CVE-2021-37642

TensorFlow is an end-to-end open source platform for machine learning. In affected versions the implementation of tf.rawops.ResourceScatterDiv is vulnerable to a division by 0 error. The implementation uses a common class for all binary operations but fails to treat the division by 0 case...

CVE-2021-37640

CVE-2021-37640 affects TensorFlow and relates to the SparseReshape path. The issue arises when tf.raw_ops.SparseReshape can trigger a division by zero due to the reshape functor not validating that both input and target shapes have a non-zero element count. This can lead to an integral division b...

CVE-2021-37640 Integer division by 0 in sparse reshaping in TensorFlow

TensorFlow is an end-to-end open source platform for machine learning. In affected versions the implementation of tf.rawops.SparseReshape can be made to trigger an integral division by 0 exception. The implementation calls the reshaping functor whenever there is at least an index in the input but...

CVE-2021-37640

TensorFlow is an end-to-end open source platform for machine learning. In affected versions the implementation of tf.rawops.SparseReshape can be made to trigger an integral division by 0 exception. The implementation calls the reshaping functor whenever there is at least an index in the input but...

CVE-2021-37636

TensorFlow is an end-to-end open source platform for machine learning. In affected versions the implementation of tf.rawops.SparseDenseCwiseDiv is vulnerable to a division by 0 error. The implementation uses a common class for all binary operations but fails to treat the division by 0 case...

CVE-2021-37636

CVE-2021-37636 concerns TensorFlow with a vulnerability in tf.raw_ops.SparseDenseCwiseDiv where division by zero can occur due to how a shared binary-ops class handles this case. The issue affects affected TensorFlow versions and has been addressed by patching the underlying code in a GitHub comm...

CVE-2021-37636 Floating point exception in `SparseDenseCwiseDiv` in TensorFlow

TensorFlow is an end-to-end open source platform for machine learning. In affected versions the implementation of tf.rawops.SparseDenseCwiseDiv is vulnerable to a division by 0 error. The implementation uses a common class for all binary operations but fails to treat the division by 0 case...

Google TensorFlow 数字错误漏洞

Google TensorFlow is an end-to-end open source machine learning platform. An integer overflow vulnerability exists in the implementation of tf.rawops.QuantizeAndDequantizeV4Grad in versions prior to Google TensorFlow 2.6.0. The vulnerability stems from converting a signed integer value to an...

Google TensorFlow缓冲区错误漏洞

Google TensorFlow is an end-to-end open source platform for machine learning from Google, Inc. A security vulnerability exists in Google TensorFlow that could be exploited to cause TensorFlow to terminate abnormally...

Google TensorFlow 缓冲区错误漏洞

Google TensorFlow is an end-to-end open source platform for machine learning from Google. Google TensorFlow inputsplits tensor has a code execution vulnerability that could be exploited by attackers to execute arbitrary code on the system...

PT-2021-21800 · Google · Tensorflow

Name of the Vulnerable Software and Affected Versions: TensorFlow versions prior to 2.6.0 TensorFlow version 2.5.1 TensorFlow version 2.4.3 TensorFlow version 2.3.4 Description: The implementation of SVDF in TFLite is vulnerable to a null pointer error. The GetVariableInput function can return a...

PT-2021-21770 · 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 trigger a crash via a CHECK-fail in debug builds of TensorFlow...

Google TensorFlow 缓冲区错误漏洞

Google TensorFlow is an end-to-end open source machine learning platform. An information disclosure vulnerability exists in Google TensorFlow TFLite. The vulnerability is due to a heap out-of-bounds read flaw in expanddims.cc in TFLite, which can be exploited by an attacker to obtain sensitive...

Google TensorFlow 输入验证错误漏洞

Google TensorFlow is an end-to-end open source machine learning platform. A security vulnerability exists in tf.rawops.QuantizeV2 in Google TensorFlow versions prior to 2.6.0. An attacker can exploit the vulnerability to obtain sensitive information...