Agentic SABRE: An Uncertainty-Aware Neuro-Symbolic Multi-Agent Framework for Adaptive Ransomware Detection

Ransomware has evolved into a complex, adaptive, and fast-moving adversary category in which static signatures and monolithic classifiers fail to generalise under concept drift, evasion, and behavioural polymorphism. In this paper, we present Agentic SABRE Semantic-Behavioural Arbitration for...

Agentic and Generative AI for Open-Source Intelligence and Cyber Investigations: Taxonomy, Evaluation, Challenges, and Future Directions

The rapid growth of publicly available digital information has rendered manual open-source intelligence OSINT analysis insufficient for modern intelligence, cybersecurity, and cyber investigation. Large language models LLMs and agentic AI systems, capable of tool use, multi-step reasoning, and...

Builder, Defender, Breaker: The Case against Removing the Human from the AI-Driven Security Lifecycle

Artificial intelligence has spread across the whole of the security lifecycle. The same family of models now writes application code, hardens it, and probes it for weaknesses, so that a single generative substrate increasingly performs all three roles at once. Enthusiasm for this convergence tend...

Identity Lifecycle Management Wasn't Built for AI Agents 

Identity lifecycle management was architected around a person with an employment record, a manager, and a departure date. AI agents have none of those. As autonomous principals proliferate across enterprise environments, the governance model built for humans develops structural blind spots that...

PT-2026-55225

Name of the Vulnerable Software and Affected Versions FlowDrop versions 0.0.0 through 1.6.0 Description A missing authorization issue allows forceful browsing. The module, which enables testing and running AI-driven workflows via a chat interface, fails to sufficiently re-evaluate human-in-the-lo...

CVE-2026-14086

Insufficient policy enforcement in HID in Google Chrome prior to 150.0.7871.47 allowed a remote attacker to execute arbitrary code via a crafted HTML page. Chromium security severity: Low...

CVE-2026-14086

Insufficient policy enforcement in HID in Google Chrome prior to 150.0.7871.47 allowed a remote attacker to execute arbitrary code via a crafted HTML page. Chromium security severity: Low...

CVE-2026-13535

A flaw has been found in CodeAstro Human Resource Management System 1.0. This vulnerability affects the function GetFileInfo of the file hrsystem/application/models/Employeemodel.php of the component View Endpoint. Executing a manipulation of the argument ID can lead to sql injection. The attack...

CVE-2026-13537 CodeAstro Human Resource Management System cross-site request forgery

A vulnerability was found in CodeAstro Human Resource Management System 1.0. Impacted is an unknown function. The manipulation results in cross-site request forgery. The attack may be launched remotely. The exploit has been made public and could be used...

CVE-2026-13537

The CVE-2026-13537 entry concerns CodeAstro Human Resource Management System (version 1.0). The vulnerability is described as a cross-site request forgery affecting an unspecified function, with a remote attack possibility and public exploit. No explicit root cause details or affected subcomponen...

CVE-2026-13537

A vulnerability was found in CodeAstro Human Resource Management System 1.0. Impacted is an unknown function. The manipulation results in cross-site request forgery. The attack may be launched remotely. The exploit has been made public and could be used...

EUVD-2026-40035

A vulnerability was found in CodeAstro Human Resource Management System 1.0. Impacted is an unknown function. The manipulation results in cross-site request forgery. The attack may be launched remotely. The exploit has been made public and could be used...

CVE-2026-13537 CodeAstro Human Resource Management System cross-site request forgery

A vulnerability was found in CodeAstro Human Resource Management System 1.0. Impacted is an unknown function. The manipulation results in cross-site request forgery. The attack may be launched remotely. The exploit has been made public and could be used...

CVE-2026-13535

CodeAstro HRMS 1.0 is affected by an SQL injection in the View Endpoint’s GetFileInfo (Employee_model.php). Manipulating the ID argument enables remote SQL injection, with proofs-of-concept published. Root cause: unsafely concatenated or unsanitized ID in GetFileInfo; impact is limited to confide...

CVE-2026-13535

A flaw has been found in CodeAstro Human Resource Management System 1.0. This vulnerability affects the function GetFileInfo of the file hrsystem/application/models/Employeemodel.php of the component View Endpoint. Executing a manipulation of the argument ID can lead to sql injection. The attack...

EUVD-2026-40032

A flaw has been found in CodeAstro Human Resource Management System 1.0. This vulnerability affects the function GetFileInfo of the file hrsystem/application/models/Employeemodel.php of the component View Endpoint. Executing a manipulation of the argument ID can lead to sql injection. The attack...

CVE-2026-13535 CodeAstro Human Resource Management System View Endpoint Employee_model.php GetFileInfo sql injection

A flaw has been found in CodeAstro Human Resource Management System 1.0. This vulnerability affects the function GetFileInfo of the file hrsystem/application/models/Employeemodel.php of the component View Endpoint. Executing a manipulation of the argument ID can lead to sql injection. The attack...

CVE-2026-13525

A vulnerability was detected in CodeAstro Human Resource Management System 1.0. This issue affects the function emselectByCode of the file application/models/Employeemodel.php of the component UpdateEarnLeave Endpoint. The manipulation of the argument emid results in sql injection. The attack can...

CVE-2026-13525

CodeAstro Human Resource Management System 1.0 contains a SQL injection in Update_Earn_Leave Endpoint, specifically in Employee_model.php emselectByCode via the emid parameter. The vulnerability arises from unsanitized input leading to SQL injection, enabling remote exploitation. Public exploit a...

PT-2026-53207

A vulnerability was found in CodeAstro Human Resource Management System 1.0. Impacted is an unknown function. The manipulation results in cross-site request forgery. The attack may be launched remotely. The exploit has been made public and could be used...