Denial Of Service (DoS)

tensorflow is vulnerable to denial of service. The vulnerability exists Compute function of convgradinputops.h because the CPU/GPU kernels are not properly handled for empty outbackprop inputs which allows an attacker to cause an application crash by sending malicious inputs...

CVE-2022-35999

TensorFlow is an open source platform for machine learning. When Conv2DBackpropInput receives empty outbackprop inputs e.g. 3, 1, 0, 1, the current CPU/GPU kernels CHECK fail one with dnnl, the other with cudnn. This can be used to trigger a denial of service attack. We have patched the issue in...

CVE-2022-35999: Reachable Assertion

TensorFlow is an open source platform for machine learning. When Conv2DBackpropInput receives empty outbackprop inputs e.g. 3, 1, 0, 1, the current CPU/GPU kernels CHECK fail one with dnnl, the other with cudnn. This can be used to trigger a denial of service attack. We have patched the issue in...

CVE-2021-29578: Improper Restriction of Operations within the Bounds of a Memory Buffer

TensorFlow is an end-to-end open source platform for machine learning. The implementation of tf.rawops.FractionalAvgPoolGrad is vulnerable to a heap buffer overflow. The...

CVE-2021-29520: Buffer Copy without Checking Size of Input

TensorFlow is an end-to-end open source platform for machine learning. Missing validation between arguments to tf.rawops.Conv3DBackprop operations can result in heap buffer overflows. This is because the...