TensorFlow vulnerable to segfault in `QuantizedAvgPool`

ImpactIf QuantizedAvgPool is given mininput or maxinput tensors of a nonzero rank, it results in a segfault that can be used to trigger a denial of service attack.pythonimport tensorflow as tfksize = 1, 2, 2, 1strides = 1, 2, 2, 1padding = "SAME"input = tf.constant1, shape=1,4,4,2,...

TensorFlow vulnerable to `CHECK` failures in `UnbatchGradOp`

ImpactThe UnbatchGradOp function takes an argument id that is assumed to be a scalar. A nonscalar id can trigger a CHECK failure and crash the program.pythonimport numpy as npimport tensorflow as tf id is not scalartf.rawops.UnbatchGradoriginalinput= tf.constant1,batchindex=tf.constant0,0,0 , ,...

TensorFlow vulnerable to `CHECK` fail in `SetSize`

ImpactWhen SetSize receives an input setshape that is not a 1D tensor, it gives a CHECK fails that can be used to trigger a denial of service attack.pythonimport tensorflow as tfarg0=1arg1=1,1arg2=1arg3=Truearg4=''tf.rawops.SetSizesetindices=arg0, setvalues=arg1, setshape=arg2,...

TensorFlow vulnerable to floating point exception in `Conv2D`

ImpactIf Conv2D is given empty input and the filter and padding sizes are valid, the output is all-zeros. This causes division-by-zero floating point exceptions that can be used to trigger a denial of service attack.pythonimport tensorflow as tfimport numpy as npwith tf.device"CPU": also can be...

TensorFlow vulnerable to null dereference on MLIR on empty function attributes

ImpactWhen mlir::tfg::ConvertGenericFunctionToFunctionDef is given empty function attributes, it gives a null dereference.cpp// Import the function attributes with a tf. prefix to match the current// infrastructure expectations.for const auto& namedAttr : func.attr const std::string& name = "tf."...

TensorFlow vulnerable to segfault in `Requantize`

ImpactIf Requantize is given inputmin, inputmax, requestedoutputmin, requestedoutputmax tensors of a nonzero rank, it results in a segfault that can be used to trigger a denial of service attack.pythonimport tensorflow as tfouttype = tf.quint8input = tf.constant1, shape=3, dtype=tf.qint32inputmin...

TensorFlow vulnerable to `CHECK` fail in `tf.sparse.cross`

ImpactIf tf.sparse.cross receives an input separator that is not a scalar, it gives a CHECK fail that can be used to trigger a denial of service attack.pythonimport tensorflow as tftf.sparse.crossinputs=,name='a',separator=tf.constant'a', 'b',dtype=tf.string PatchesWe have patched the issue in...

PYSEC-2026-1032 Missing validation results in undefined behavior in `SparseTensorDenseAdd

Impact The implementation of tf.rawops.SparseTensorDenseAdd does not fully validate the input arguments: python import tensorflow as tf aindices = tf.constant0, shape=17, 2, dtype=tf.int64 avalues = tf.constant, shape=0, dtype=tf.float32 ashape = tf.constant6, 12, shape=2, dtype=tf.int64 b =...

PT-2026-53972

Name of the Vulnerable Software and Affected Versions coturn versions prior to 4.13.0 Description An authenticated TURN client can bypass the default loopback guard by using the IPv4-mapped IPv6 peer address ::ffff:127.0.0.1 within a TURN XOR-PEER-ADDRESS attribute. This occurs because the ioa ad...

TensorFlow has a heap out-of-buffer read vulnerability in the QuantizeAndDequantize operation

ImpactAttackers using Tensorflow can exploit the vulnerability. They can access heap memory which is not in the control of user, leading to a crash or RCE.When axis is larger than the dim of input, c-Diminput,axis goes out of bound.Same problem occurs in the QuantizeAndDequantizeV2/V3/V4/V4Grad...

This Week in Spring - March 31st, 2026

Hi, Spring fans! Welcome to another fun edition of This Week in Spring! I'm writing to you from beautiful Amsterdam ahead of the wonderful Voxxed Days Amsterdam event, and I'm really looking forward to it. If you're there, please come say hello! Also, be aware that I'll be speaking at the Paris J...

Security update 5.1.2 for Multi-Linux Manager Client Tools

This update fixes the following issues: golang-github-QubitProducts-exporterexporter: Non-customer-facing optimization around source building golang-github-lusitaniae-apacheexporter: Build without apparmor for openSUSE Leap 16, SLES 16 or newer Require Go 1.23 for building Update to version 1.0.1...

SUSE-SU-2026:0626-1 Security update 5.1.2 for Multi-Linux Manager Client Tools

This update fixes the following issues: golang-github-QubitProducts-exporterexporter: - Non-customer-facing optimization around source building golang-github-lusitaniae-apacheexporter: - Build without apparmor for openSUSE Leap 16, SLES 16 or newer - Require Go 1.23 for building - Update to versi...

SUSE-SU-2026:0625-1 Security update 5.1.2 for Multi-Linux Manager Client Tools

This update fixes the following issues: golang-github-QubitProducts-exporterexporter: - Non-customer-facing optimization around source building golang-github-lusitaniae-apacheexporter: - Build without apparmor for openSUSE Leap 16, SLES 16 or newer - Require Go 1.23 for building - Update to versi...

Security update 5.1.2 for Multi-Linux Manager Client Tools

This update fixes the following issues: golang-github-QubitProducts-exporterexporter: Non-customer-facing optimization around source building golang-github-lusitaniae-apacheexporter: Build without apparmor for openSUSE Leap 16, SLES 16 or newer Require Go 1.23 for building Update to version 1.0.1...

Blueprint for Security: A Guide to Code, Governance, and Response Frameworks

Building a Foundation for Security and Compliance...

EUVD-2023-2185

Malicious code in bioql PyPI...

Tips for Transcribing Video with Technical Jargon

When it comes to transcribing videos, technical jargon can pose several challenges. However, with the right approach, you…...

Navigating the API Security Landscape: Your Definitive API Security Buyer’s Guide for 2025

APIs power today’s digital economy—connecting customers, partners, and internal services at breakneck speed. But with that agility comes risk: in 2024 alone, API vulnerabilities cost organizations a staggering$2.5 billion in remediation, fines, and lost revenue. As APIs proliferate, traditional...

Security update 5.0.5 for Multi-Linux Manager Client Tools

This update fixes the following issues: salt: Security issues fixed: CVE-2024-38822: Fixed Minion token validation bsc1244561 CVE-2024-38823: Fixed server vulnerability to replay attacks when not using a TLS encrypted transport bsc1244564 CVE-2024-38824: Fixed directory traversal vulnerability in...