rhuss__jolokia_CVE-2018-1000129_1-4-0

Jolokia is a fresh way to access JMX MBeans remotely. It is different from JSR-160 connectors in that it is an agent-based approach which uses JSON over HTTP for its communication in a REST-stylish way. Multiple agents are provided for different environments: WAR Agent for deployment as web...

gha-lab-ca4fa82ac5

Automated research artifact — not the upstream project. This repository is a disposable lab built by an automated harness for a master's thesis at Université Laval on reproducing published GitHub Actions workflow vulnerabilities. It is a verbatim snapshot of mesa/mesa at commit...

douglas-042-HQ

Douglas-042 HEADQUARTERS Agent-based threat hunting and incident response, for estates that do not have an EDR. Sweep a fleet of Windows and Linux hosts for signs of compromise, decide what actually matters, and act on it — from one console, with one command per host. What it does A hunt is not a...

phantomrecon

PhantomRecon PhantomRecon is a CLI-based, modular, agent-driven red team automation tool designed to demonstrate autonomous offensive security workflows powered by AI Google's Gemini via Agent Development Kit - ADK. Quick Start CLI Run interactive console metasploit-style: python -m phantomrecon...

PT-2026-81209

U-Boot before 2026.10-rc5 contains a buffer overflow in nfs read reply function in net/nfs-common.c that allows attackers to corrupt memory by supplying crafted NFS READ reply lengths. A malicious NFS server can exploit signed integer handling to bypass length validation and write far past the...

Network Reciprocity Shapes Evolutionary Cybersecurity Dynamics

AI-assisted cybersecurity systems are characterised by continuous adaptation between attackers and defenders, making evolutionary game theory a natural framework for studying their long-term behaviour. However, existing evolutionary cybersecurity models have primarily focused on homogeneous...

How to Evaluate an AI SOC Platform in 2026: 6 Capabilities That Separate Leaders from Bolt-On AI solutions

Building a shortlist for an AI SOC evaluation can be tough. SIEM, SOAR, and pureplay AI SOC vendors are all saying the same thing. But behind the identical label sit very different products, from chat assistants bolted onto a legacy SIEM to agent platforms that run detection, triage, investigatio...

Can Open-Source LLM Agents Replace Static Application Security Testing Tools? an Empirical Assessment

This paper explores the value of agentic AI tools for cybersecurity purposes. We evaluate the efficacy of a general-purpose GenAI Large Language Model- GenAI- based agent when powered by three different Ollama-hosted general-purpose open source models. We assess each agent's performance using...

Towards Demystifying and Repairing LLM-In-The-Loop Vulnerabilities

Large Language ModelsLLMs have been actively integrated into modern software systems as critical components. LLM-in-the-loop vulnerabilities, where vulnerabilities are introduced by LLMs and their dependent downstream components, such as frameworks, introduce new risks. Although some benchmark...

Generating Proof-Of-Vulnerability Tests to Help Enhance the Security of Complex Software

Developers create modern software applications Apps on top of third-party libraries Libs. When library vulnerabilities are reachable through application code, the applications can be vulnerable to software supply chain attacks. Prior work shows that developers often require concrete and executabl...

CVE-2026-29075

Mesa is an open-source Python library for agent-based modeling, simulating complex systems and exploring emergent behaviors. In version 3.5.0 and prior, checking out of untrusted code in benchmarks.yml workflow may lead to code execution in privileged runner. This issue has been patched via commi...

PT-2026-23726

Name of the Vulnerable Software and Affected Versions Mesa versions prior to 3.5.1 Description Mesa is a Python library used for agent-based modeling and simulating complex systems. A flaw exists where checking out untrusted code within the benchmarks.yml workflow could allow for code execution...

Tenable vs. Hive Pro: Key Differences Explained

If your security team is drowning in a sea of vulnerability alerts and struggling to make sense of multiple risk scores, you know that more data doesn't always mean more clarity. “The right threat exposure management platform should cut through the noise, not add to it.” When evaluating your...

Favia: Forensic Agent for Vulnerability-Fix Identification and Analysis

Identifying vulnerability-fixing commits corresponding to disclosed CVEs is essential for secure software maintenance but remains challenging at scale, as large repositories contain millions of commits of which only a small fraction address security issues. Existing automated approaches, includin...

ASTRIDE: A Security Threat Modeling Platform for Agentic-AI Applications

AI agent-based systems are becoming increasingly integral to modern software architectures, enabling autonomous decision-making, dynamic task execution, and multimodal interactions through large language models LLMs. However, these systems introduce novel and evolving security challenges, includi...

Poster: Enhancing GNN Robustness for Network Intrusion Detection Via Agent-Based Analysis

Graph Neural Networks GNNs show great promise for Network Intrusion Detection Systems NIDS, particularly in IoT environments, but suffer performance degradation due to distribution drift and lack robustness against realistic adversarial attacks. Current robustness evaluations often rely on...

An Agent-Based Modeling Approach to Free-Text Keyboard Dynamics for Continuous Authentication

Continuous authentication systems leveraging free-text keyboard dynamics offer a promising additional layer of security in a multifactor authentication setup that can be used in a transparent way with no impact on user experience. This study investigates the efficacy of behavioral biometrics by...

From Searching in the Dark to Seeing Ahead With Hive Pro’s Enhanced BAS

Running short on time but still want to stay in the know? Well, we’ve got you covered! We’ve condensed all the key takeaways into a handy audio summary. Our AI-driven podcasts are fit for on the go. Click right here to hear it all on Hive Pro's Enhanced BAS! During a recent incident response, I...

CVE-2023-51751

ScaleFusion 10.5.2 does not properly limit users to the Edge application because Alt-F4 can be used. This is fixed in 10.5.7 by preventing the launching of the file explorer in Agent-based Multi-App and Single App Kiosk mode...

CVE-2023-51748

ScaleFusion 10.5.2 does not properly limit users to the Edge application because Ctrl-O and Ctrl-S can be used. This is fixed in 10.5.7 by preventing the launching of the file explorer in Agent-based Multi-App and Single App Kiosk mode...