Operationalizing Cyber Attack Prediction: A Gap-Prioritized Framework with Dataset and Model Selection Guidelines

While AI and machine learning for cyber attack prediction have advanced, a critical gap persists between theoretical research and practical operational deployment. Building on Ankalaki et al. 2025, this paper provides a comprehensive analysis of 150+ benchmark datasets and 200+ studies to identif...

ViperForge

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CVE-2026-39389

CI4MS is a CodeIgniter 4-based CMS skeleton that delivers a production-ready, modular architecture with RBAC authorization and theme support. Prior to 0.31.4.0, This vulnerability is fixed in 0.31.4.0...

EUVD-2026-17213

CI4MS: Permissions Management Full Account Takeover for All-Roles & Privilege-Escalation via Stored DOM XSS...

[SECURITY] Fedora 43 Update: python-fastapi-0.120.1-1.fc43

FastAPI is a modern, fast high-performance, web framework for building APIs with Python based on standard Python type hints. The key features are: =E2=80=A2 Fast: Very high performance, on par with NodeJS and Go thanks to Starlette and Pydantic. One of the fastest Python frameworks available...

ExPrESSO: Zero-Knowledge Backed Extensive Privacy Preserving Single Sign-On

User authentication is one of the most important aspects for secure communication between services and end-users over the Internet. Service providers leverage Single-Sign On SSO to make it easier for their users to authenticate themselves. However, standardized systems for SSO, such as OIDC, do n...

CVE-2025-53528 Cadwyn is vulnerable to an XSS attack through its docs page

Cadwyn creates production-ready community-driven modern Stripe-like API versioning in FastAPI. In versions before 5.4.3, the version parameter of the "/docs" endpoint is vulnerable to a Reflected XSS Cross-Site Scripting attack. This XSS would notably allow an attacker to execute JavaScript code ...

Skip the Complexity: Akamai App Platform Makes Kubernetes Production-Ready - Now in GA

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[SECURITY] Fedora 40 Update: python-starlette-0.40.0-1.fc40

Starlette is a lightweight ASGI framework/toolkit, which is ideal for building async web services in Python. It is production-ready, and gives you the following: =E2=80=A2 A lightweight, low-complexity HTTP web framework. =E2=80=A2 WebSocket support. =E2=80=A2 In-process background tasks. =E2=80=...

[SECURITY] Fedora 39 Update: python-fastapi-0.103.0-10.fc39

FastAPI is a modern, fast high-performance, web framework for building APIs with Python 3.7+ based on standard Python type hints. The key features are: =EF=BF=BD=EF=BF=BD=EF=BF=BD Fast: Very high performance, on par with NodeJS and Go thanks to Starlette and Pydantic. One of the fastest Python...

CDS with Spring Framework 6.1

As a follow-up to the Runtime efficiency with Spring blog post, I am happy to share that our exploration of Project Leyden optimizations has led to some interesting discoveries regarding the JDK's little-used CDS "Class Data Sharing" feature and has materialized into a new feature that we have be...

[SECURITY] Fedora 38 Update: python-fastapi-0.95.2-1.fc38

FastAPI is a modern, fast high-performance, web framework for building APIs with Python 3.7+ based on standard Python type hints. The key features are: =EF=BF=BD=EF=BF=BD=EF=BF=BD Fast: Very high performance, on par with NodeJS and Go thanks to Starlette and Pydantic. One of the fastest Python...

Security Competition Infrastructure Automation Framework: Laforge

Laforge enables rapid development of infrastructure for the purpose of information security competitions. Using a simple and intuitive configuration language, Laforge manages a dependency graph and state management and allows for highly productive remote collaboration. The Laforge engine uses a...