SentinelStream-AI

SentinelStream AI | Next-Gen SIEM & SOAR Platform Project Overview SentinelStream AI is a high-velocity Security Information and Event Management SIEM platform designed to bridge the gap between asset vulnerability and real-time threat intelligence. Built as a "Workshop-Ready" product, it allows...

jquery35-local-agent

jquery35-local-agent A jQuery CVE-2020-11023 remediation automation tool that runs on Node.js alone in air-gapped networks for legacy Java/Spring/JSP projects · no npm install required · no internet required · zero external dependencies It handles the entire process needed locally when upgrading...

Cyberary-AI

🛡️ CYBERARY-AI: Autonomous Cyber Defense & Offensive Operation...

Kubernetes Misconfigurations in the Wild: Taxonomy, Evolution, and Automated Repair with Large Language Models

Kubernetes is widely used to orchestrate cloud-native applications, yet its declarative configuration model often introduces security misconfigurations that threaten system reliability. Despite available detection tools, misconfiguration patterns and scalable remediation remain insufficiently...

zen-ai

Zen Open-source offensive security agents. Autonomous pen...

Manual Patching Can’t Outrun AI. Automated Remediation Can.

Executive Summary AI is rapidly transforming vulnerability discovery, outpacing many security teams ' ability to adapt. Microsoft's July 2026 Patch Tuesday addressed a record 622 vulnerabilities, an early signal of AI-accelerated discovery at scale compounding an already-large backlog that manual...

Operationalizing Day Minus Seven: The Cloud-Native ROC

Summary Frontier AI models in the post-Mythos era are changing the speed and scale of exposure risk. Security teams are entering an era where AI can help discover, chain, and exploit weaknesses faster than traditional programs can absorb. The challenge is no longer finding more issues; it’s knowi...

CNAPP’s New Normal: Hyper-Prioritization and Autonomous Remediation at Cloud Scale

AI-powered detection has crossed a threshold. Security teams can now surface vulnerabilities, misconfigurations, and active attack paths at a speed and scale that was unimaginable a few years ago. The problem is no longer finding or knowing risk; it’s closing it fast enough to matter. Cloud...

FedRAMP High Authorized: Qualys TotalCloud CNAPP – From Compliance to Defense

Qualys TotalCloud has achieved FedRAMP High Authorization, marking a major milestone in delivering validated cloud security and compliance assurance for high-impact federal and regulated environments. Key Takeaways Qualys TotalCloud CNAPP is a FedRAMP High Authorized that enables continuous,...

What Makes a Vulnerability Management Dashboard Effective?

Let's be direct: a high CVSS score doesn't mean a vulnerability is a top priority for your organization. Attackers don't care about theoretical scores; they care about clear, exploitable pathways to your critical assets. If your vulnerability management dashboard is only showing you generic...

Design and Implementation of an Open-Source Security Framework for Cloud Infrastructure

Misconfiguration, excessive privilege, and tool fragmentation remain the main reasons why enterprise cloud environments are breached. Recent reports on cloud-native application protection note that most incidents can be traced back to configuration or identity errors rather than platform flaws, a...

What Is a Threat Exposure Management Platform? A Guide

For years, vulnerability management has been like a doctor treating symptoms without a diagnosis. You get a report full of issues—a high temperature here, a cough there—and you try to treat the most severe ones first. But you lack the context to understand the root cause. Are these symptoms...

Agentic AI for 6G: A New Paradigm for Autonomous RAN Security Compliance

Agentic AI systems are emerging as powerful tools for automating complex, multi-step tasks across various industries. One such industry is telecommunications, where the growing complexity of next-generation radio access networks RANs opens up numerous opportunities for applying these systems...

AgenticCyber: A GenAI-Powered Multi-Agent System for Multimodal Threat Detection and Adaptive Response in Cybersecurity

The increasing complexity of cyber threats in distributed environments demands advanced frameworks for real-time detection and response across multimodal data streams. This paper introduces AgenticCyber, a generative AI powered multi-agent system that orchestrates specialized agents to monitor...

The 5-Step Exposure Remediation Automation Process

Security teams are often buried under a mountain of vulnerability alerts. The daily reality is a constant scramble to patch the most critical issues, leaving a massive backlog of lower-priority—but still dangerous—exposures. This reactive cycle is exhausting and unsustainable. It’s like trying to...

appsec-sentinel

AppSec-Sentinel AI-powered security scanner with cross-file...

Patch Automation for Browsers with TruRisk™ Eliminate

Recently, CISA added a Chrome zero-day vulnerability, CVE-2025-10585, to its Known Exploited Vulnerabilities KEV Catalog, confirming that threat actors are actively exploiting this high-severity flaw in real-world attacks. This vulnerability affects multiple web browsers that utilize the Chromium...

Steps to TruRisk™ – 5: Eliminate Risk and Lead with Confidence

“We shall not fail or falter; we shall not weaken or tire … Give us the tools and we will finish the job.” – Winston Churchill Every security team knows this truth: you can’t patch everything, and you can’t necessarily protect everything. Perfection is rare, but decisive execution can change...

Subverting AIOps Systems Through Poisoned Input Data

In this input integrity attack against an AI system, researchers were able to fool AIOps tools: AIOps refers to the use of LLM-based agents to gather and analyze application telemetry, including system logs, performance metrics, traces, and alerts, to detect problems and then suggest or carry out...

Remediate WMI Class Corruption Errors with Qualys TruRisk™ Eliminate

When Windows Management Instrumentation WMI classes fail, it can disrupt critical security operations by causing vulnerability scans to miss important data and compliance reports to lack accuracy. These issues may lead to gaps in visibility, making it harder for security teams to maintain a...