Deep Reinforcement Learning for Phishing Detection with Transformer-Based Semantic Features

Phishing is a cybercrime in which individuals are deceived into revealing personal information, often resulting in financial loss. These attacks commonly occur through fraudulent messages, misleading advertisements, and compromised legitimate websites. This study proposes a Quantile Regression De...

CVE-2025-66581

Frappe Learning Management System LMS is a learning system that helps users structure their content. Prior to 2.41.0, a flaw in the server-side authorization logic allowed authenticated users to perform actions beyond their assigned roles across multiple features. Because the affected endpoints...

Smart Surveillance: Identifying IoT Device Behaviours Using ML-Powered Traffic Analysis

The proliferation of Internet of Things IoT devices has grown exponentially in recent years, introducing significant security challenges. Accurate identification of the types of IoT devices and their associated actions through network traffic analysis is essential to mitigate potential threats. B...

CVE-2025-66581

Frappe Learning Management System LMS is a learning system that helps users structure their content. Prior to 2.41.0, a flaw in the server-side authorization logic allowed authenticated users to perform actions beyond their assigned roles across multiple features. Because the affected endpoints...

CVE-2025-66581

Frappe Learning Management System LMS is a learning system that helps users structure their content. Prior to 2.41.0, a flaw in the server-side authorization logic allowed authenticated users to perform actions beyond their assigned roles across multiple features. Because the affected endpoints...

CVE-2025-66581 Frappe LMS is Missing Server-Side Authorization in Business Logic

Frappe Learning Management System LMS is a learning system that helps users structure their content. Prior to 2.41.0, a flaw in the server-side authorization logic allowed authenticated users to perform actions beyond their assigned roles across multiple features. Because the affected endpoints...

CVE-2025-66581

Frappe LMS (versions before 2.41.0) has a server-side authorization flaw where endpoints relied on client-side checks, allowing authenticated low-privilege users (e.g., students) to perform actions outside their roles via the API. The issue is fixed in 2.41.0. Affected component: server-side perm...

EUVD-2025-201498

Frappe Learning Management System LMS is a learning system that helps users structure their content. Prior to 2.41.0, a flaw in the server-side authorization logic allowed authenticated users to perform actions beyond their assigned roles across multiple features. Because the affected endpoints...

CVE-2025-66581: Incorrect Authorization

Frappe Learning Management System LMS is a learning system that helps users structure their content. Prior to 2.41.0, a flaw in the server-side authorization logic allowed authenticated users to perform actions beyond their assigned roles across multiple features. Because the affected endpoints...

PT-2025-49307

Name of the Vulnerable Software and Affected Versions Frappe Learning Management System LMS versions prior to 2.41.0 Description A flaw in the server-side authorization logic allowed authenticated users to perform actions beyond their assigned roles across multiple features. The affected endpoint...

Frappe Learning Management System security vulnerabilities

Frappe Learning Management System is an easy-to-use open source learning management system from Frappe Open Source. A security vulnerability exists in Frappe Learning Management System versions prior to 2.41.0, which stems from a flaw in the server-side authorization logic that could result in a...

Cybersecurity strategies to prioritize now​​

The Deputy CISO blog series is where Microsoft Deputy Chief Information Security Officers CISOs share their thoughts on what is most important in their respective domains. In this series, you will get practical advice, tactics to start and stop deploying, forward-looking commentary on where the...

Cybersecurity strategies to prioritize now​​

The Deputy CISO blog series is where Microsoft Deputy Chief Information Security Officers CISOs share their thoughts on what is most important in their respective domains. In this series, you will get practical advice, tactics to start and stop deploying, forward-looking commentary on where the...

Exploit for CVE-2025-55182

CVE-2025-55182-docker-lab Vulnerable Docker environment for l...

Incorrect calculation on aarch64

On platforms without the core::arch::aarch64::vxarqu64 intrinsic, an unverified fallback in libcrux-intrinsics v0.0.3 passed incorrect arguments and produced wrong results. This corrupted SHA-3 digests and caused libcrux-ml-kem and libcrux-ml-dsa to sample incorrectly, yielding incorrect shared...

Beyond Detection: A Comprehensive Benchmark and Study on Representation Learning for Fine-Grained Webshell Family Classification

Malicious WebShells pose a significant and evolving threat by compromising critical digital infrastructures and endangering public services in sectors such as healthcare and finance. While the research community has made significant progress in WebShell detection i.e., distinguishing malicious...

CISA, Australia, and Partners Author Joint Guidance on Securely Integrating Artificial Intelligence in Operational Technology

CISA and the Australian Signals Directorate’s Australian Cyber Security Centre, in collaboration with federal and international partners, have released new cybersecurity guidance: Principles for the Secure Integration of Artificial Intelligence in Operational Technology. This guidance aims to hel...

CVE-2025-13542

The DesignThemes LMS plugin for WordPress is vulnerable to Privilege Escalation in all versions up to, and including, 1.0.4. This is due to the 'dtlmsregisteruserfrontend' function not restricting what user roles a user can register with. This makes it possible for unauthenticated attackers to...

How to build forward-thinking cybersecurity teams for tomorrow

We are witnessing something unprecedented in cybersecurity: the democratization of advanced cyberattack capabilities. What once required nation-state resources sophisticated social engineering, polymorphic malware, coordinated infrastructure now fits in a prompt window. AI is no longer a futurist...

CVE-2025-41743

Insufficient encryption strength in Sprecher Automation SPRECON-E-C, SPRECON-E-P, and SPRECON-E-T3 allows a local unprivileged attacker to extract data from update images and thus obtain limited information about the architecture and internal processes...