pytorch

Microsoft’s short public attestation that “Azure Linux includes this open‑source library and is therefore potentially affected” is accurate for the inventory Microsoft has completed, but it is not a technical proof that no other Microsoft product could contain the same vulnerable PyTorch code...

Microsoft’s short public attestation that “Azure Linux includes this open‑source library and is therefore potentially affected” is accurate — but it is a scoped inventory statement, not a guarantee that no other Microsoft product contains the same vulnerable PyTorch code. Background / Overview...

A critical memory‑corruption flaw in PyTorch’s low‑level LSTM cell implementation — tracked as CVE‑2025‑3001 — has been publicly disclosed and reproduced, creating an urgent, if narrowly scoped, operational risk for systems that run untrusted or local model code built against the affected...

Microsoft’s attestation that Azure Linux “includes this open‑source library and is therefore potentially affected” is accurate for the product scope it covers — but it is not a blanket statement that Azure Linux is the only Microsoft product that can or does include PyTorch and therefore be...

PyTorch 2.8.0 carries an integer‑overflow correctness bug in the torch.nan_to_num(....long code path that has been assigned CVE‑2025‑55554, and while Microsoft has publicly attested that Azure Linux includes the impacted open‑source library, that attestation is an inventory statement — not proof...

A newly assigned vulnerability, CVE-2025-55560, identifies a Denial‑of‑Service (DoS) condition in PyTorch v2.7.0 that can be triggered when a model uses torch.Tensor.to_sparse followed by torch.Tensor.to_dense and is compiled with the Inductor backend (torch.compile). The defect has been tracked...

Microsoft’s rollout of ND H200 v5 instances for Azure Machine Learning is a substantial, full‑stack upgrade that pairs Microsoft’s cloud orchestration with NVIDIA’s newest H200 Tensor Core GPUs to give teams a rare combination of massive on‑GPU memory, dense compute, and high‑bandwidth...

Artificial intelligence (AI) has become an integral part of modern computing, significantly enhancing the functionality and user experience of Windows PCs. From built-in operating system features to third-party applications, AI tools are transforming how users interact with their devices...

Just a few short weeks ago, getting hardcore machine learning work done on Windows devices powered by Arm chips was kind of like asking your dog to file your taxes — theoretically possible, but you’d be the one left whimpering at the end. Sure, you could run PyTorch, the open-source darling of...

In the thrilling arena of cybersecurity, new vulnerabilities emerge almost daily, ready to be explored, scrutinized, and ultimately patched. One of the most recent discoveries is CVE-2024-49048, a worrying remote code execution (RCE) vulnerability associated with TorchGeo, a library used for...