About the security content of watchOS 8.7

About the security content of watchOS 8.7 This document describes the security content of watchOS 8.7. About Apple security updates For our customers' protection, Apple doesn't disclose, discuss, or confirm security issues until an investigation has occurred and patches or releases are available...

DeepTraffic - Deep Learning Models For Network Traffic Classification

For more information please read our papers.  Wei Wang's Google Scholar Homepage Wei Wang, Xuewen Zeng, Xiaozhou Ye, Yiqiang Sheng and Ming Zhu,"Malware Traffic Classification Using Convolutional Neural Networks for Representation Learning," in the 31st International Conference on Information...

Attacking the Performance of Machine Learning Systems

Interesting research: "Sponge Examples: Energy-Latency Attacks on Neural Networks": Abstract: The high energy costs of neural network training and inference led to the use of acceleration hardware such as GPUs and TPUs. While such devices enable us to train large-scale neural networks in...

CVE-2022-22068

kernel event may contain unexpected content which is not generated by NPU software in asynchronous execution mode in Snapdragon Auto, Snapdragon Compute, Snapdragon Connectivity, Snapdragon Consumer IOT, Snapdragon Industrial IOT, Snapdragon Mobile, Snapdragon Voice & Music, Snapdragon Wearables...

GHSA-4Q2W-RW7M-XQW6 Sony Neural Network Libraries reliance on untrusted inputs prior to v1.0.10

nbla/logger.cpp in libnnabla.a in Sony Neural Network Libraries aka nnabla prior to v1.0.10 relies on the HOME environment variable, which might be untrusted...

Sony Neural Network Libraries reliance on untrusted inputs prior to v1.0.10

nbla/logger.cpp in libnnabla.a in Sony Neural Network Libraries aka nnabla prior to v1.0.10 relies on the HOME environment variable, which might be untrusted...

多款Qualcomm产品资源管理错误漏洞

A Qualcomm chip is a chip from Qualcomm Incorporated USA. A way of miniaturizing circuits mainly semiconductor devices, but also passive components, etc., and from time to time manufactured on the surface of semiconductor wafers. A security vulnerability exists in a number of Qualcomm products,...

Samsung NPU driver 安全漏洞

Samsung NPU driver is a neural network processor from Samsung South Korea. A security vulnerability exists in Samsung Mobile's NPU driver prior to SMR Jan-2022 Release 1, which arises from improper checking or handling of exceptions in the NPU driver, allowing arbitrary memory writes and code...

CVE-2021-43811

Sockeye is an open-source sequence-to-sequence framework for Neural Machine Translation built on PyTorch. Sockeye uses YAML to store model and data configurations on disk. Versions below 2.3.24 use unsafe YAML loading, which can be made to execute arbitrary code embedded in config files. An...

CVE-2021-43811

Sockeye is an open-source sequence-to-sequence framework for Neural Machine Translation built on PyTorch. Sockeye uses YAML to store model and data configurations on disk. Versions below 2.3.24 use unsafe YAML loading, which can be made to execute arbitrary code embedded in config files. An...

PYSEC-2021-848

Sockeye is an open-source sequence-to-sequence framework for Neural Machine Translation built on PyTorch. Sockeye uses YAML to store model and data configurations on disk. Versions below 2.3.24 use unsafe YAML loading, which can be made to execute arbitrary code embedded in config files. An...

Code injection

Sockeye is an open-source sequence-to-sequence framework for Neural Machine Translation built on PyTorch. Sockeye uses YAML to store model and data configurations on disk. Versions below 2.3.24 use unsafe YAML loading, which can be made to execute arbitrary code embedded in config files. An...

PYSEC-2021-848

Sockeye is an open-source sequence-to-sequence framework for Neural Machine Translation built on PyTorch. Sockeye uses YAML to store model and data configurations on disk. Versions below 2.3.24 use unsafe YAML loading, which can be made to execute arbitrary code embedded in config files. An...

CVE-2021-43811

Sockeye (PyTorch-based) vulnerable to code execution via unsafe YAML loading in model/data config files when using versions below 2.3.24; an attacker can inject malicious config, which executes locally when a user runs the model. The issue is fixed in 2.3.24. Practical impact is limited to users ...

Huawei HarmonyOS 资源管理错误漏洞

Huawei HarmonyOS is an operating system from Huawei China. It provides a microkernel-based distributed operating system. A UAF vulnerability exists in the Huawei HarmonyOS NPU component, which could be exploited by a local attacker to cause a kernel crash...

PT-2021-13714 · Qualcomm · Qualcomm Gpu Driver

Name of the Vulnerable Software and Affected Versions: Qualcomm npu driver affected versions not specified Description: The issue is related to improper validation of kernel buffer address while copying information back to user buffer, which can lead to kernel memory information exposure to user...

CVE-2021-30838

A memory corruption issue was addressed with improved memory handling. This issue is fixed in iOS 15 and iPadOS 15. A malicious application may be able to execute arbitrary code with system privileges on devices with an Apple Neural Engine...

CVE-2021-30838

A memory corruption issue was addressed with improved memory handling. This issue is fixed in iOS 15 and iPadOS 15. A malicious application may be able to execute arbitrary code with system privileges on devices with an Apple Neural Engine...

CVE-2021-30838

A memory corruption issue was addressed with improved memory handling. This issue is fixed in iOS 15 and iPadOS 15. A malicious application may be able to execute arbitrary code with system privileges on devices with an Apple Neural Engine...

Memory corruption

A memory corruption issue was addressed with improved memory handling. This issue is fixed in iOS 15 and iPadOS 15. A malicious application may be able to execute arbitrary code with system privileges on devices with an Apple Neural Engine...