py-tflite -- denial of service vulnerability

Yakun Zhang of Baidu Security reports: An attacker can craft a TFLite model that would trigger a null pointer dereference, which would result in a crash and denial of service...

Google TensorFlow code issue vulnerability (CNVD-2021-64531)

Google TensorFlow is an end-to-end open source platform for machine learning from Google, Inc. A security vulnerability exists in Google TensorFlow, which stems from the fact that the SVDF implementation in TFLite is vulnerable to a null pointer error in the affected version. An attacker could...

Google TensorFlow Denial of Service Vulnerability (CNVD-2021-63066)

Google TensorFlow is an end-to-end open source machine learning platform. a security vulnerability exists in the full connectivity layer in TFLite in versions prior to Google TensorFlow 2.6.0. A local attacker could exploit this vulnerability to cause a denial of service...

Google TensorFlow TFLite Denial of Service Vulnerability (CNVD-2021-63063)

Google TensorFlow is an end-to-end open source machine learning platform. a security vulnerability exists in Google TensorFlow TFLite. A local attacker can exploit this vulnerability to cause a denial of service condition...

Google TensorFlow TFLite Denial of Service Vulnerability

Google TensorFlow is an end-to-end open source machine learning platform. A denial of service vulnerability exists in Google TensorFlow TFLite. A local attacker can exploit this vulnerability to cause a denial of service condition...

Google TensorFlow TFLite Information Disclosure Vulnerability

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 TFLite Denial of Service Vulnerability (CNVD-2021-63064)

Google TensorFlow is an end-to-end open source machine learning platform. A security vulnerability exists in Google TensorFlow TFLite. An attacker can exploit the vulnerability to cause a denial of service...

CVE-2021-37685

TensorFlow is an end-to-end open source platform for machine learning. In affected versions TFLite's expanddims.cc contains a vulnerability which allows reading one element outside of bounds of heap allocated data. If axis is a large negative value e.g., -100000, then after the first if it would...

CVE-2021-37691

TensorFlow is an end-to-end open source platform for machine learning. In affected versions an attacker can craft a TFLite model that would trigger a division by zero error in LSH implementation. We have patched the issue in GitHub commit 0575b640091680cfb70f4dd93e70658de43b94f9. The fix will be...

CVE-2021-37682

TensorFlow is an end-to-end open source platform for machine learning. In affected versions all TFLite operations that use quantization can be made to use unitialized values. For example. The issue stems from the fact that quantization.params is only valid if quantization.type is different that...

CVE-2021-37683

TensorFlow is an end-to-end open source platform for machine learning. In affected versions the implementation of division in TFLite is vulnerable to a division by 0 error. There is no check that the divisor tensor does not contain zero elements. We have patched the issue in GitHub commit...

CVE-2021-37684

TensorFlow is an end-to-end open source platform for machine learning. In affected versions the implementations of pooling in TFLite are vulnerable to division by 0 errors as there are no checks for divisors not being 0. We have patched the issue in GitHub commit...

CVE-2021-37685

TensorFlow is an end-to-end open source platform for machine learning. In affected versions TFLite's expanddims.cc contains a vulnerability which allows reading one element outside of bounds of heap allocated data. If axis is a large negative value e.g., -100000, then after the first if it would...

CVE-2021-37691

TensorFlow is an end-to-end open source platform for machine learning. In affected versions an attacker can craft a TFLite model that would trigger a division by zero error in LSH implementation. We have patched the issue in GitHub commit 0575b640091680cfb70f4dd93e70658de43b94f9. The fix will be...

CVE-2021-37687

TensorFlow is an end-to-end open source platform for machine learning. In affected versions TFLite's GatherNd implementation does not support negative indices but there are no checks for this situation. Hence, an attacker can read arbitrary data from the heap by carefully crafting a model with...

CVE-2021-37684

TensorFlow is an end-to-end open source platform for machine learning. In affected versions the implementations of pooling in TFLite are vulnerable to division by 0 errors as there are no checks for divisors not being 0. We have patched the issue in GitHub commit...

CVE-2021-37687

TensorFlow is an end-to-end open source platform for machine learning. In affected versions TFLite's GatherNd implementation does not support negative indices but there are no checks for this situation. Hence, an attacker can read arbitrary data from the heap by carefully crafting a model with...

CVE-2021-37682

TensorFlow is an end-to-end open source platform for machine learning. In affected versions all TFLite operations that use quantization can be made to use unitialized values. For example. The issue stems from the fact that quantization.params is only valid if quantization.type is different that...

CVE-2021-37683

TensorFlow is an end-to-end open source platform for machine learning. In affected versions the implementation of division in TFLite is vulnerable to a division by 0 error. There is no check that the divisor tensor does not contain zero elements. We have patched the issue in GitHub commit...

CVE-2021-37691

TensorFlow is an end-to-end open source platform for machine learning. In affected versions an attacker can craft a TFLite model that would trigger a division by zero error in LSH implementation. We have patched the issue in GitHub commit 0575b640091680cfb70f4dd93e70658de43b94f9. The fix will be...