CVE-2023-27579

TensorFlow is an end-to-end open source platform for machine learning. Constructing a tflite model with a paramater filterinputchannel of less than 1 gives a FPE. This issue has been patched in version 2.12. TensorFlow will also cherrypick the fix commit on TensorFlow 2.11.1...

CVE-2023-27579: Incorrect Comparison

TensorFlow is an end-to-end open source platform for machine learning. Constructing a tflite model with a paramater filterinputchannel of less than 1 gives a FPE. This issue has been patched in version 2.12. TensorFlow will also cherrypick the fix commit on TensorFlow 2.11.1...

PT-2023-21221

Name of the Vulnerable Software and Affected Versions TensorFlow versions prior to 2.12 TensorFlow version 2.11.1 and earlier Description Constructing a tflite model with a parameter filter input channel of less than 1 gives a Floating Point Exception FPE. This issue affects TensorFlow, an...

SUSE CVE-2022-23561

Tensorflow is an Open Source Machine Learning Framework. An attacker can craft a TFLite model that would cause a write outside of bounds of an array in TFLite. In fact, the attacker can override the linked list used by the memory allocator. This can be leveraged for an arbitrary write primitive...

Google TensorFlow numeric error vulnerability (CNVD-2022-14992)

TensorFlow is an end-to-end open source platform for machine learning from Google USA. Google TensorFlow is vulnerable to a numeric error vulnerability that could be exploited by an attacker to craft a TFLite model that would trigger a division by zero in a deep convolutional implementation...

Google Tensorflow Input Validation Error Vulnerability (CNVD-2022-09880)

Google TensorFlow is an end-to-end open source platform for machine learning from Google, Inc. Google Tensorflow is vulnerable to an input validation error that could be exploited by an attacker to build a TFLite model that leads to an integer overflow in the embedding lookup operation...

Google Tensorflow numeric error vulnerability (CNVD-2022-09879)

Google TensorFlow is an end-to-end open source platform for machine learning from Google, Inc. A numerical error vulnerability exists in Google Tensorflow, which could be exploited by an attacker to create a TFLite model that triggers a division in the "BiasAndClamp" implementation. The...

Integer Overflow

Tensorflow is vulnerable to integer overflows. The vulnerability exists due to a lack of input sanitization in the TfLiteIntArrayGetSizeInBytes function of the common.c file doesn't control inputs which allows an attacker to craft a TFLite model causing an application crash...

CVE-2022-23557

Tensorflow is an Open Source Machine Learning Framework. An attacker can craft a TFLite model that would trigger a division by zero in BiasAndClamp implementation. There is no check that the biassize is non zero. The fix will be included in TensorFlow 2.8.0. We will also cherrypick this commit on...

Buffer overflow

Tensorflow is an Open Source Machine Learning Framework. An attacker can craft a TFLite model that would allow limited reads and writes outside of arrays in TFLite. This exploits missing validation in the conversion from sparse tensors to dense tensors. The fix is included in TensorFlow 2.8.0. We...

Integer overflow

Tensorflow is an Open Source Machine Learning Framework. An attacker can craft a TFLite model that would cause an integer overflow in TfLiteIntArrayCreate. The TfLiteIntArrayGetSizeInBytes returns an int instead of a sizet. An attacker can control model inputs such that computedsize overflows the...

PYSEC-2022-122

Tensorflow is an Open Source Machine Learning Framework. An attacker can craft a TFLite model that would cause an integer overflow in TfLiteIntArrayCreate. The TfLiteIntArrayGetSizeInBytes returns an int instead of a sizet. An attacker can control model inputs such that computedsize overflows the...

CVE-2022-23557 Division by zero in TFLite

Tensorflow is an Open Source Machine Learning Framework. An attacker can craft a TFLite model that would trigger a division by zero in BiasAndClamp implementation. There is no check that the biassize is non zero. The fix will be included in TensorFlow 2.8.0. We will also cherrypick this commit on...

CVE-2022-23558 Integer overflow in TFLite array creation

Tensorflow is an Open Source Machine Learning Framework. An attacker can craft a TFLite model that would cause an integer overflow in TfLiteIntArrayCreate. The TfLiteIntArrayGetSizeInBytes returns an int instead of a sizet. An attacker can control model inputs such that computedsize overflows the...

CVE-2022-23558 Integer overflow in TFLite array creation

Tensorflow is an Open Source Machine Learning Framework. An attacker can craft a TFLite model that would cause an integer overflow in TfLiteIntArrayCreate. The TfLiteIntArrayGetSizeInBytes returns an int instead of a sizet. An attacker can control model inputs such that computedsize overflows the...

CVE-2022-23559 Integer overflow in TFLite

Tensorflow is an Open Source Machine Learning Framework. An attacker can craft a TFLite model that would cause an integer overflow in embedding lookup operations. Both embeddingsize and lookupsize are products of values provided by the user. Hence, a malicious user could trigger overflows in the...

CVE-2022-23560 Read and Write outside of bounds in TFLite

Tensorflow is an Open Source Machine Learning Framework. An attacker can craft a TFLite model that would allow limited reads and writes outside of arrays in TFLite. This exploits missing validation in the conversion from sparse tensors to dense tensors. The fix is included in TensorFlow 2.8.0. We...

Denial Of Service (DoS)

tensorflow is vulnerable to denial of service. The vulnerability exists due to a lack of sanitization on the division operation in the convolution parameters allowing an attacker to crash the system via a maliciously crafted TFLite model...

PT-2022-16074 · Google · Tensorflow

Name of the Vulnerable Software and Affected Versions: TensorFlow versions prior to 2.8.0 TensorFlow versions 2.7.0 through 2.7.0 TensorFlow versions 2.6.0 through 2.6.2 TensorFlow versions 2.5.0 through 2.5.2 Description: An attacker can craft a TFLite model that would cause an integer overflow ...

CVE-2022-23558: Integer Overflow or Wraparound

Tensorflow is an Open Source Machine Learning Framework. An attacker can craft a TFLite model that would cause an integer overflow in TfLiteIntArrayCreate. The TfLiteIntArrayGetSizeInBytes returns an int instead of a sizet. An attacker can control model inputs such that computedsize overflows the...