Improving Methodologies for Agentic Evaluations across Domains: Leakage of Sensitive Information, Fraud and Cybersecurity Threats

The rapid rise of autonomous AI systems and advancements in agent capabilities are introducing new risks due to reduced oversight of real-world interactions. Yet agent testing remains nascent and is still a developing science. As AI agents begin to be deployed globally, it is important that they...

Webinar: How Smart MSSPs Using AI to Boost Margins with Half the Staff

Every managed security provider is chasing the same problem in 2026 — too many alerts, too few analysts, and clients demanding "CISO-level protection" at SMB budgets. The truth? Most MSSPs are running harder, not smarter. And it's breaking their margins. That's where the quiet revolution is...

PT-2026-3860

Name of the Vulnerable Software and Affected Versions GitLab CE/EE versions 12.3 through 18.6.3 GitLab CE/EE versions 18.7 through 18.7.1 GitLab CE/EE versions 18.8 through 18.8.1 Description GitLab CE/EE is susceptible to a denial of service condition. An unauthenticated user can trigger this by...

EU Launches GCVE to Track Vulnerabilities Without Relying on US

The new EU-funded GCVE project is breaking dependence on US databases to track software flaws. Discover how this decentralised system aims to ensure global cybersecurity...

Towards Cybersecurity Superintelligence: From AI-Guided Humans to Human-Guided AI

Cybersecurity superintelligence -- artificial intelligence exceeding the best human capability in both speed and strategic reasoning -- represents the next frontier in security. This paper documents the emergence of such capability through three major contributions that have pioneered the field o...

Gamifying Cyber Governance: A Virtual Escape Room to Transform Cybersecurity Policy Education

Serious games are gaining popularity as effective teaching and learning tools, providing engaging, interactive, and practical experiences for students. Gamified learning experiences, such as virtual escape rooms, have emerged as powerful tools in bridging theory and practice, fostering deeper...

RCE-Exploit-Tools

RCE Exploit Research Tools Project Overview This repository cont...

"Schneider Electric Plant iT/Brewmaxx"

GENERAL SECURITY RECOMMENDATIONS We strongly recommend the following industry cybersecurity best practices. Locate control and safety system networks and remote devices behind firewalls and isolate them from the business network. Install physical controls so no unauthorized personnel can access...

PT-2026-2846

Name of the Vulnerable Software and Affected Versions Outray versions prior to 0.1.5 Description A TOCTOU Time-of-Check-to-Time-of-Use race condition exists that allows a user to exceed the set number of active tunnels in their subscription plan. The issue is related to the handling of tunnel...

Memory-Based Malware Detection under Limited Data Conditions: A Comparative Evaluation of TabPFN and Ensemble Models

Artificial intelligence and machine learning have significantly advanced malware research by enabling automated threat detection and behavior analysis. However, the availability of exploitable data is limited, due to the absence of large datasets with real-world data. Despite the progress of AI i...

SecureCAI: Injection-Resilient LLM Assistants for Cybersecurity Operations

Large Language Models have emerged as transformative tools for Security Operations Centers, enabling automated log analysis, phishing triage, and malware explanation; however, deployment in adversarial cybersecurity environments exposes critical vulnerabilities to prompt injection attacks where...

CVE-2023-29973

Pfsense CE version 2.6.0 is vulnerable to No rate limit which can lead to an attacker creating multiple malicious users in firewall...

CVE-2016-10829

cPanel before 55.9999.141 allows arbitrary file-read operations because of a multipart form processing error SEC-99...

CVE-2023-29241

Improper Information in Cybersecurity Guidebook in Bosch Building Integration System BIS 5.0 may lead to wrong configuration which allows local users to access data via network...

Cybersecurity AI: A Game-Theoretic AI for Guiding Attack and Defense

AI-driven penetration testing now executes thousands of actions per hour but still lacks the strategic intuition humans apply in competitive security. To build cybersecurity superintelligence --Cybersecurity AI exceeding best human capability-such strategic intuition must be embedded into agentic...

Resolutions, shmesolutions (and what’s actually worked for me)

Welcome to this week's edition of the Threat Source newsletter. I went to bed at 8:30 p.m. on New Year's Eve, and I think that's pretty indicative of how I approach the whole idea of New Year's resolutions. I love to count down to the new year with loved ones as much as the next person, but I hav...

CurricuLLM: Designing Personalized and Workforce-Aligned Cybersecurity Curricula Using Fine-Tuned LLMs

The cybersecurity landscape is constantly evolving, driven by increased digitalization and new cybersecurity threats. Cybersecurity programs often fail to equip graduates with skills demanded by the workforce, particularly concerning recent developments in cybersecurity, as curriculum design is...

CVE-2019-12752

The Symantec SONAR component, prior to 12.0.2, may be susceptible to a tamper protection bypass vulnerability which could potentially allow an attacker to circumvent the existing tamper protection in use on the resident system...

CVE-2025-27151 vulnerabilities

Vulnerabilities for packages: redis...

A Survey of Agentic AI and Cybersecurity: Challenges, Opportunities and Use-Case Prototypes

Agentic AI marks an important transition from single-step generative models to systems capable of reasoning, planning, acting, and adapting over long-lasting tasks. By integrating memory, tool use, and iterative decision cycles, these systems enable continuous, autonomous workflows in real-world...