The Road of Adaptive AI for Precision in Cybersecurity

Cybersecurity's evolving complexity presents unique challenges and opportunities for AI research and practice. This paper shares key lessons and insights from designing, building, and operating production-grade GenAI pipelines in cybersecurity, with a focus on the continual adaptation required to...

ReVul-CoT: Towards Effective Software Vulnerability Assessment with Retrieval-Augmented Generation and Chain-Of-Thought Prompting

Context: Software Vulnerability Assessment SVA plays a vital role in evaluating and ranking vulnerabilities in software systems to ensure their security and reliability. Objective: Although Large Language Models LLMs have recently shown remarkable potential in SVA, they still face two major...

An Evaluation Framework for Network IDS/IPS Datasets: Leveraging MITRE ATT&CK and Industry Relevance Metrics

The performance of Machine Learning ML and Deep Learning DL-based Intrusion Detection and Prevention Systems IDS/IPS is critically dependent on the relevance and quality of the datasets used for training and evaluation. However, current AI model evaluation practices for developing IDS/IPS focus...

MaxKB 信息泄露漏洞

MaxKB is a 1Panel-dev open source open source knowledge base question and answer system based on a large language model and RAG. An information disclosure vulnerability exists in MaxKB versions prior to 2.3.1, which stems from the fact that users can obtain sensitive information via Python code i...

2025-11 Cumulative Update for Windows Server 2016 for x64-based Systems (KB5068864)

A security issue has been identified in a Microsoft software product that could affect your system. You can help protect your system by installing this update from Microsoft. For a complete listing of the issues that are included in this update, see the associated Microsoft Knowledge Base article...

2025-11 Cumulative security Hotpatch for Azure Stack HCI, version 21H2 and Windows Server 2022 Datacenter: Azure Edition for x64-based Systems (KB5068840)

Install this update to resolve issues in Windows. For a complete listing of the issues that are included in this update, see the associated Microsoft Knowledge Base article for more information...

2025-11 Cumulative Update for Windows 10 Version 21H2 for ARM64-based Systems (KB5068781)

Install this update to resolve issues in Windows. For a complete listing of the issues that are included in this update, see the associated Microsoft Knowledge Base article for more information. After you install this item, you may have to restart your computer...

2025-11 Cumulative Update for Windows 10 Version 22H2 for x64-based Systems (KB5068781)

Install this update to resolve issues in Windows. For a complete listing of the issues that are included in this update, see the associated Microsoft Knowledge Base article for more information. After you install this item, you may have to restart your computer...

2025-11 Dynamic Cumulative Update for Windows 10 Version 21H2 for x64-based Systems (KB5068781)

ComponentUpdate: A security issue has been identified in a Microsoft software product that could affect your system. You can help protect your system by installing this update from Microsoft. For a complete listing of the issues that are included in this update, see the associated Microsoft...

2025-11 Cumulative Update for Windows 10 Version 22H2 for ARM64-based Systems (KB5068781)

Install this update to resolve issues in Windows. For a complete listing of the issues that are included in this update, see the associated Microsoft Knowledge Base article for more information. After you install this item, you may have to restart your computer...

RAG-Targeted Adversarial Attack on LLM-Based Threat Detection and Mitigation Framework

The rapid expansion of the Internet of Things IoT is reshaping communication and operational practices across industries, but it also broadens the attack surface and increases susceptibility to security breaches. Artificial Intelligence has become a valuable solution in securing IoT networks, wit...

Microsoft Fixes Long-Standing ‘Update and Shut Down’ Bug in Windows 11

Your Windows 11 PC will finally shut down! Learn about the KB5067036 update that fixes the decades-old restart glitch, plus new features like faster search and simpler update names...

Gitbook

Personal Pentesting Knowledge Base 👋 Welcome! This reposit...

CVE-2025-62255

Self Cross-site scripting XSS vulnerability on the edit Knowledge Base article page in Liferay Portal 7.4.0 through 7.4.3.101, and older unsupported versions, and Liferay DXP 2023.Q3.1 through 2023.Q3.5, 7.4 GA through update 92, and older unsupported versions allows remote attackers to inject...

CVE-2025-60228

Deserialization of Untrusted Data vulnerability in designthemes Knowledge Base kbase allows Object Injection.This issue affects Knowledge Base: from n/a through = 2.9...

GHSA-GCCF-R9XP-X8JX Liferay Portal Self Cross-site scripting (XSS) vulnerability on the edit Knowledge Base article page

Self Cross-site scripting XSS vulnerability on the edit Knowledge Base article page in Liferay Portal 7.4.0 through 7.4.3.101, and older unsupported versions, and Liferay DXP 2023.Q3.1 through 2023.Q3.5, 7.4 GA through update 92, and older unsupported versions allows remote attackers to inject...

Cross-site Scripting (XSS)

Overview Affected versions of this package are vulnerable to Cross-site Scripting XSS in the "edit Knowledge Base" article page. An attacker can execute arbitrary web scripts or HTML by injecting a crafted payload into an attachment's filename. Details Cross-site scripting or XSS is a code...

EUVD-2025-35729

Liferay Portal Self Cross-site scripting XSS vulnerability on the edit Knowledge Base article page...

Liferay Portal Self Cross-site scripting (XSS) vulnerability on the edit Knowledge Base article page

Self Cross-site scripting XSS vulnerability on the edit Knowledge Base article page in Liferay Portal 7.4.0 through 7.4.3.101, and older unsupported versions, and Liferay DXP 2023.Q3.1 through 2023.Q3.5, 7.4 GA through update 92, and older unsupported versions allows remote attackers to inject...

CVE-2025-62255

Self Cross-site scripting XSS vulnerability on the edit Knowledge Base article page in Liferay Portal 7.4.0 through 7.4.3.101, and older unsupported versions, and Liferay DXP 2023.Q3.1 through 2023.Q3.5, 7.4 GA through update 92, and older unsupported versions allows remote attackers to inject...