EUVD-2021-30457

Malicious code in bioql PyPI...

EUVD-2023-2227

Malicious code in bioql PyPI...

EUVD-2024-2576

Malicious code in bioql PyPI...

EUVD-2023-1107

Malicious code in bioql PyPI...

EUVD-2022-55168

Malicious code in bioql PyPI...

MAD-Spear: a Conformity-Driven Prompt Injection Attack on Multi-Agent Debate Systems

Multi-agent debate MAD systems leverage collaborative interactions among large language models LLMs agents to improve reasoning capabilities. While recent studies have focused on increasing the accuracy and scalability of MAD systems, their security vulnerabilities have received limited attention...

Interpreting Differential Privacy in Terms of Disclosure Risk

As the use of differential privacy DP becomes widespread, the development of effective tools for reasoning about the privacy guarantee becomes increasingly critical. In pursuit of this goal, we demonstrate novel relationships between DP and measures of statistical disclosure risk. We suggest how...

SUSE CVE-2025-38226

In the Linux kernel, the following vulnerability has been resolved: media: vivid: Change the siize of the composing syzkaller found a bug: BUG: KASAN: vmalloc-out-of-bounds in tpgfillplanepattern drivers/media/common/v4l2-tpg/v4l2-tpg-core.c:2608 inline BUG: KASAN: vmalloc-out-of-bounds in...

CVE-2025-38226

In the Linux kernel, the following vulnerability has been resolved: media: vivid: Change the siize of the composing syzkaller found a bug: BUG: KASAN: vmalloc-out-of-bounds in tpgfillplanepattern drivers/media/common/v4l2-tpg/v4l2-tpg-core.c:2608 inline BUG: KASAN: vmalloc-out-of-bounds in...

UBUNTU-CVE-2025-38226

In the Linux kernel, the following vulnerability has been resolved: media: vivid: Change the siize of the composing syzkaller found a bug: BUG: KASAN: vmalloc-out-of-bounds in tpgfillplanepattern drivers/media/common/v4l2-tpg/v4l2-tpg-core.c:2608 inline BUG: KASAN: vmalloc-out-of-bounds in...

CVE-2025-38226

CVE-2025-38226 targets the Linux kernel, specifically the media/v4l2-tpg path used by vivid. The issue is a KASAN-detected vmalloc-out-of-bounds access in tpg_fill_plane_pattern and tpg_fill_plane_buffer (v4l2-tpg-core.c:2608 and 2705), causing a write of size 1440 to a kernel address during vivi...

CVE-2025-38226 media: vivid: Change the siize of the composing

In the Linux kernel, the following vulnerability has been resolved: media: vivid: Change the siize of the composing syzkaller found a bug: BUG: KASAN: vmalloc-out-of-bounds in tpgfillplanepattern drivers/media/common/v4l2-tpg/v4l2-tpg-core.c:2608 inline BUG: KASAN: vmalloc-out-of-bounds in...

PT-2025-28001

Name of the Vulnerable Software and Affected Versions: Linux kernel versions prior to 6.14.0-rc2-syzkaller-00039-g09fbf3d50205 Description: A bug was found in the Linux kernel, specifically in the media subsystem, where the composition size cannot be larger than the size of fmt cap rect. This iss...

June 24, 2025—KB5061087 (OS Build 19045.6036) Preview

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Machine Learning with Privacy for Protected Attributes

Differential privacy DP has become the standard for private data analysis. Certain machine learning applications only require privacy protection for specific protected attributes. Using naive variants of differential privacy in such use cases can result in unnecessary degradation of utility. In...

PhishDebate: an LLM-Based Multi-Agent Framework for Phishing Website Detection

Phishing websites continue to pose a significant cybersecurity threat, often leveraging deceptive structures, brand impersonation, and social engineering tactics to evade detection. While recent advances in large language models LLMs have enabled improved phishing detection through contextual...

Enhance Your Edge Native Apps with Low Latency Using Multiple EdgeWorkers

Learn how Flexible Composition lets you seamlessly deploy multiple EdgeWorkers in a single request for easier-to-build, scalable, edge native applications...

Protocol Dialects As Formal Patterns: a Composable Theory of Lingos -- Technical Report

Protocol dialects are methods for modifying protocols that provide light-weight security, especially against easy attacks that can lead to more serious ones. A lingo is a dialect's key security component by making attackers unable to "speak" the lingo. A lingo's "talk" changes all the time,...

Fishing for Phishers: Learning-Based Phishing Detection in Ethereum Transactions

Phishing detection on Ethereum has increasingly leveraged advanced machine learning techniques to identify fraudulent transactions. However, limited attention has been given to understanding the effectiveness of feature selection strategies and the role of graph-based models in enhancing detectio...

On the Consistency of GNN Explanations for Malware Detection

Control Flow Graphs CFGs are critical for analyzing program execution and characterizing malware behavior. With the growing adoption of Graph Neural Networks GNNs, CFG-based representations have proven highly effective for malware detection. This study proposes a novel framework that dynamically...