White-Basilisk: a Hybrid Model for Code Vulnerability Detection

The proliferation of software vulnerabilities presents a significant challenge to cybersecurity, necessitating more effective detection methodologies. We introduce White-Basilisk, a novel approach to vulnerability detection that demonstrates superior performance while challenging prevailing...

CVE-2025-6557: Improper Restriction of Rendered UI Layers or Frames

Insufficient data validation in DevTools in Google Chrome on Windows prior to 138.0.7204.49 allowed a remote attacker who convinced a user to engage in specific UI gestures to execute arbitrary code via a crafted HTML page. Chromium security severity: Low...

Theoretically Unmasking Inference Attacks against LDP-Protected Clients in Federated Vision Models

Federated Learning enables collaborative learning among clients via a coordinating server while avoiding direct data sharing, offering a perceived solution to preserve privacy. However, recent studies on Membership Inference Attacks MIAs have challenged this notion, showing high success rates...

CVE-2025-49139: Improper Restriction of Rendered UI Layers or Frames

HAX CMS PHP allows users to manage their microsite universe with a PHP backend. Prior to version 11.0.0, in the HAX site editor, users can create a website block to load another site in an iframe. The application allows users to supply a target URL in the website block. When the HAX site is...

I2P 2.9.0

I2P is an anonymizing network, offering a simple layer that identity-sensitive applications can use to securely communicate. All data is wrapped with several layers of encryption, and the network is both distributed and dynamic, with no trusted parties. This is the source code release version...

Video Signature: In-Generation Watermarking for Latent Video Diffusion Models

The rapid development of Artificial Intelligence Generated Content AIGC has led to significant progress in video generation but also raises serious concerns about intellectual property protection and reliable content tracing. Watermarking is a widely adopted solution to this issue, but existing...

EarthOL: a Proof-Of-Human-Contribution Consensus Protocol -- Addressing Fundamental Challenges in Decentralized Value Assessment with Enhanced Verification and Security Mechanisms

This paper introduces EarthOL, a novel consensus protocol that attempts to replace computational waste in blockchain systems with verifiable human contributions within bounded domains. While recognizing the fundamental impossibility of universal value assessment, we propose a domain-restricted...

CVE-2024-52270

User Interface UI Misrepresentation of Critical Information vulnerability in DropBox SignHelloSign allows Content Spoofing. Displayed version does not show the layer flattened version, once download, If printed e.g. via Google Chrome - Examine the print preview: Will render the vulnerability only...

CVE-2023-0057

Improper Restriction of Rendered UI Layers or Frames in GitHub repository pyload/pyload prior to 0.5.0b3.dev33...

CVE-2023-47774

Improper Restriction of Rendered UI Layers or Frames vulnerability in Automattic Jetpack allows Clickjacking.This issue affects Jetpack: from n/a before 12.7...

CVE-2023-0780

Improper Restriction of Rendered UI Layers or Frames in GitHub repository cockpit-hq/cockpit prior to 2.3.9-dev...

CVE-2023-1362

Improper Restriction of Rendered UI Layers or Frames in GitHub repository unilogies/bumsys prior to v2.0.2...

CVE-2022-2965

Improper Restriction of Rendered UI Layers or Frames in GitHub repository notrinos/notrinoserp prior to 0.7...

CVE-2020-27481

An unauthenticated SQL Injection vulnerability in Good Layers LMS Plugin = 2.1.4 exists due to the usage of "wpajaxnopriv" call in WordPress, which allows any unauthenticated user to get access to the function "gdlrlmscancelbooking" where POST Parameter "id" was sent straight into SQL query witho...

When Elastic layers are assigned to VDAs they may fail to attach if VDA's are launched from shutdown

Elastic layers intermittently fail to attach during session launch. Layers are assigned to VDAs not users Ulayersvc logs show the different group membership is determined during each launch Working: ActiveDirectoryInfoService: Machine Group SIDs: test\Domain Computers, test\group1, test\group2...

Linux kernel 安全漏洞

Linux kernel is the kernel used by Linux, the open source operating system of the Linux Foundation in the United States. A security vulnerability exists in the Linux kernel that stems from the MDIO bus PM operation not properly handling phylink-controlled PHYs...

Nosy Layers, Noisy Fixes: Tackling DRAs in Federated Learning Systems Using Explainable AI

Federated Learning FL has emerged as a powerful paradigm for collaborative model training while keeping client data decentralized and private. However, it is vulnerable to Data Reconstruction Attacks DRA such as "LoKI" and "Robbing the Fed", where malicious models sent from the server to the clie...

Fresh User layers hang/freeze on first logon

When logging on with a fresh profile/ user layer, the UL is created but logon process comes to a halt at a black screen force log off and log back fix the issue, the session is established and user desktop is shown...

SUSE CVE-2025-37863

In the Linux kernel, the following vulnerability has been resolved: ovl: don't allow datadir only In theory overlayfs could support upper layer directly referring to a data layer, but there's no current use case for this. Originally, when data-only layers were introduced, this wasn't allowed, onl...

MergeGuard: Efficient Thwarting of Trojan Attacks in Machine Learning Models

This paper proposes MergeGuard, a novel methodology for mitigation of AI Trojan attacks. Trojan attacks on AI models cause inputs embedded with triggers to be misclassified to an adversary's target class, posing a significant threat to model usability trained by an untrusted third party. The core...