Automated Vulnerability Validation and Verification: A Large Language Model Approach

Software vulnerabilities remain a critical security challenge, providing entry points for attackers into enterprise networks. Despite advances in security practices, the lack of high-quality datasets capturing diverse exploit behavior limits effective vulnerability assessment and mitigation. This...

ATLANTIS: AI-Driven Threat Localization, Analysis, and Triage Intelligence System

We present ATLANTIS, the cyber reasoning system developed by Team Atlanta that won 1st place in the Final Competition of DARPA's AI Cyber Challenge AIxCC at DEF CON 33 August 2025. AIxCC 2023-2025 challenged teams to build autonomous cyber reasoning systems capable of discovering and patching...

PT-2025-37013

Name of the Vulnerable Software and Affected Versions: versions prior to 2025-41714 Description: The upload endpoint does not adequately validate the Upload-Key request header. An authenticated attacker can use path traversal sequences within the header to create files outside the intended storag...

Linux Distros Unpatched Vulnerability : CVE-2024-10219

The Linux/Unix host has one or more packages installed that are impacted by a vulnerability without a vendor supplied patch available. - An issue has been discovered in GitLab CE/EE affecting all versions from 15.6 before 18.0.6, 18.1 before 18.1.4, and 18.2 before 18.2.2 that under certain...

Linux Distros Unpatched Vulnerability : CVE-2024-5318

The Linux/Unix host has one or more packages installed that are impacted by a vulnerability without a vendor supplied patch available. - An issue has been discovered in GitLab CE/EE affecting all versions starting from 11.11 prior to 16.10.6, starting from 16.11 prior to 16.11.3, and starting fro...

CVE-2025-54877

Tuleap is an Open Source Suite created to facilitate management of software development and collaboration. In Tuleap Community Edition versions before 16.10.99.1754050155 and Tuleap Enterprise Edition versions before 16.9-8 and before 16.10-5, an attacker can access to the content of the special...

Linux Distros Unpatched Vulnerability : CVE-2024-3959

The Linux/Unix host has one or more packages installed that are impacted by a vulnerability without a vendor supplied patch available. - An issue was discovered in GitLab CE/EE affecting all versions starting from 16.7 prior to 16.11.5, starting from 17.0 prior to 17.0.3, and starting from 17.1...

Linux Distros Unpatched Vulnerability : CVE-2024-7057

The Linux/Unix host has one or more packages installed that are impacted by a vulnerability without a vendor supplied patch available. - An information disclosure vulnerability in GitLab CE/EE affecting all versions starting from 16.7 prior to 17.0.5, starting from 17.1 prior to 17.1.3, and...

CVE-2024-48988 Apache StreamPark: SQL injection vulnerability

SQL Injection vulnerability in Apache StreamPark. This issue affects Apache StreamPark: from 2.1.4 before 2.1.6. Users are recommended to upgrade to version 2.1.6, which fixes the issue. This vulnerability is present only in the distribution package SpringBoot platform and does not involve Maven...

CVE-2025-50733

NextChat contains a cross-site scripting XSS vulnerability in the HTMLPreview component of artifacts.tsx that allows attackers to execute arbitrary JavaScript code when HTML content is rendered in the AI chat interface. The vulnerability occurs because user-influenced HTML from AI responses is...

CVE-2025-50733

The NextChat open-source project is vulnerable to a Cross-Site Scripting (XSS) flaw in the HTMLPreview component of artifacts.tsx. The root cause is the rendering of user-influenced HTML from AI responses within an iframe using the 'allow-scripts' sandbox permission without proper sanitization. A...

PT-2025-34377

Name of the Vulnerable Software and Affected Versions: NextChat affected versions not specified Description: NextChat contains a cross-site scripting XSS issue in the HTMLPreview component of artifacts.tsx. This allows attackers to execute arbitrary JavaScript code when HTML content is rendered i...

Linux Distros Unpatched Vulnerability : CVE-2018-5709

The Linux/Unix host has one or more packages installed that are impacted by a vulnerability without a vendor supplied patch available. - An issue was discovered in MIT Kerberos 5 aka krb5 through 1.16. There is a variable dbentry-nkeydata in kadmin/dbutil/dump.c that can store 16-bit data but...

BIT-GITLAB-2024-10219 Incorrect Authorization in GitLab

An issue has been discovered in GitLab CE/EE affecting all versions from 15.6 before 18.0.6, 18.1 before 18.1.4, and 18.2 before 18.2.2 that under certain conditions could have allowed authenticated users to bypass access controls and download private artifacts by accessing specific API endpoints...

CVE-2024-10219

An issue has been discovered in GitLab CE/EE affecting all versions from 15.6 before 18.0.6, 18.1 before 18.1.4, and 18.2 before 18.2.2 that under certain conditions could have allowed authenticated users to bypass access controls and download private artifacts by accessing specific API endpoints...

CVE-2024-10219

An issue has been discovered in GitLab CE/EE affecting all versions from 15.6 before 18.0.6, 18.1 before 18.1.4, and 18.2 before 18.2.2 that under certain conditions could have allowed authenticated users to bypass access controls and download private artifacts by accessing specific API endpoints...

UBUNTU-CVE-2024-10219

An issue has been discovered in GitLab CE/EE affecting all versions from 15.6 before 18.0.6, 18.1 before 18.1.4, and 18.2 before 18.2.2 that under certain conditions could have allowed authenticated users to bypass access controls and download private artifacts by accessing specific API endpoints...

CVE-2024-10219 Incorrect Authorization in GitLab

An issue has been discovered in GitLab CE/EE affecting all versions from 15.6 before 18.0.6, 18.1 before 18.1.4, and 18.2 before 18.2.2 that under certain conditions could have allowed authenticated users to bypass access controls and download private artifacts by accessing specific API endpoints...

CVE-2024-10219 Incorrect Authorization in GitLab

An issue has been discovered in GitLab CE/EE affecting all versions from 15.6 before 18.0.6, 18.1 before 18.1.4, and 18.2 before 18.2.2 that under certain conditions could have allowed authenticated users to bypass access controls and download private artifacts by accessing specific API endpoints...

CVE-2024-10219

GitLab CVE-2024-10219 affects GitLab CE/EE versions 15.6–before 18.0.6, 18.1–before 18.1.4, and 18.2–before 18.2.2. The issue allows authenticated users to bypass access controls and download private artifacts by abusing certain API endpoints. Mitigation requires upgrading to the fixed releases: ...