Quantum Support Vector Regression for Robust Anomaly Detection

Anomaly Detection AD is critical in data analysis, particularly within the domain of IT security. In recent years, Machine Learning ML algorithms have emerged as a powerful tool for AD in large-scale data. In this study, we explore the potential of quantum ML approaches, specifically quantum kern...

Privacy-Aware Berrut Approximated Coded Computing Applied to General Distributed Learning

Coded computing is one of the techniques that can be used for privacy protection in Federated Learning. However, most of the constructions used for coded computing work only under the assumption that the computations involved are exact, generally restricted to special classes of functions, and...

Enhancing Noisy Functional Encryption for Privacy-Preserving Machine Learning

Functional encryption FE has recently attracted interest in privacy-preserving machine learning PPML for its unique ability to compute specific functions on encrypted data. A related line of work focuses on noisy FE, which ensures differential privacy in the output while keeping the data encrypte...

CVE-2025-46802

For a short time they PTY is set to mode 666, allowing any user on the system to connect to the screen session...

[SECURITY] [DLA 3695-2] ansible regression update

------------------------------------------------------------------------- Debian LTS Advisory DLA-3695-2 [email protected] https://www.debian.org/lts/security/ Lee Garrett May 02, 2025 https://wiki.debian.org/LTS -...

CVE-2023-53118

In the Linux kernel, the following vulnerability has been resolved: scsi: core: Fix a procfs host directory removal regression scsiprochostdirrm decreases a reference counter and hence must only be called once per host that is removed. This change does not require a scsiaddhostwithdma change sinc...

DEBIAN-CVE-2023-53118

In the Linux kernel, the following vulnerability has been resolved: scsi: core: Fix a procfs host directory removal regression scsiprochostdirrm decreases a reference counter and hence must only be called once per host that is removed. This change does not require a scsiaddhostwithdma change sinc...

DLA-3695-2 ansible - regression update

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PT-2025-18882

Name of the Vulnerable Software and Affected Versions Linux kernel affected versions not specified Description A regression in the removal of procfs host directories has been fixed in the Linux kernel. The issue is related to the scsi proc hostdir rm function, which decreases a reference counter...

CVE-2022-49888

In the Linux kernel, the following vulnerability has been resolved: arm64: entry: avoid kprobe recursion The cortexa76erratum1463225debughandler function is called when handling debug exceptions and synchronous exceptions from BRK instructions, and so is called when a probed function executes. If...

CVE-2022-49814 kcm: close race conditions on sk_receive_queue

In the Linux kernel, the following vulnerability has been resolved: kcm: close race conditions on skreceivequeue sk-skreceivequeue is protected by skb queue lock, but for KCM sockets its RX path takes mux-rxlock to protect more than just skb queue. However, kcmrecvmsg still only grabs the skb que...

CVE-2022-49814

CVE-2022-49814 affects the Linux kernel KCM (kernel-based communications) sockets. The issue is a race on sk_receive_queue where the RX path for KCM sockets uses mux->rx_lock to protect more than just the skb queue, but kcm_recvmsg() only reuses the skb queue lock, leaving a window for race co...

CVE-2022-49814 kcm: close race conditions on sk_receive_queue

In the Linux kernel, the following vulnerability has been resolved: kcm: close race conditions on skreceivequeue sk-skreceivequeue is protected by skb queue lock, but for KCM sockets its RX path takes mux-rxlock to protect more than just skb queue. However, kcmrecvmsg still only grabs the skb que...

Analysis of the Vulnerability of Machine Learning Regression Models to Adversarial Attacks Using Data from 5G Wireless Networks

This article describes the process of creating a script and conducting an analytical study of a dataset using the DeepMIMO emulator. An advertorial attack was carried out using the FGSM method to maximize the gradient. A comparison is made of the effectiveness of binary classifiers in the task of...

DLA-4126-2 jinja2 - regression update

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Enhancing Security and Strengthening Defenses in Automated Short-Answer Grading Systems

This study examines vulnerabilities in transformer-based automated short-answer grading systems used in medical education, with a focus on how these systems can be manipulated through adversarial gaming strategies. Our research identifies three main types of gaming strategies that exploit the...

CVE-2025-39989 x86/mce: use is_copy_from_user() to determine copy-from-user context

In the Linux kernel, the following vulnerability has been resolved: x86/mce: use iscopyfromuser to determine copy-from-user context Patch series "mm/hwpoison: Fix regressions in memory failure handling", v4. 1. What am I trying to do: This patchset resolves two critical regressions related to...

USN-7440-1 imagemagick regression

USN-6200-2 fixed a vulnerability in ImageMagick. It was discovered that the fix for CVE-2023-34151 was incomplete. This update fixes the problem. We apologize for the inconvenience. Original advisory details: It was discovered that ImageMagick incorrectly handled memory under certain circumstance...

CVE-2025-27892

Shopware prior to version 6.5.8.13 is affected by a SQL injection vulnerability in the /api/search/order endpoint. NOTE: this issue exists because of a CVE-2024-22406 and CVE-2024-42357 regression...

CVE-2025-27892: Improper Neutralization of Special Elements used in an SQL Command

Shopware prior to version 6.5.8.13 is affected by a SQL injection vulnerability in the /api/search/order endpoint. NOTE: this issue exists because of a CVE-2024-22406 and CVE-2024-42357 regression...