Detection Accuracy, Coverage, Severity, and Prioritization - SkilBrill

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Home - Lessons - VMDR Training - Module 4 — Vulnerability Detection - Detection Accuracy, Coverage, Severity, and Prioritization

VMDR Training Detection Accuracy, Coverage, Severity, and Prioritization

VMDR Training

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Module 1 — Vulnerability Management, Detection and Response Foundations

VMDR Concepts and Industry Context

Risk-Based Vulnerability Management

The Attacker Mindset and Exploitability

VM Program Metrics, KPIs, and SOC Integration

Module 2 — Qualys VMDR Platform

VMDR Architecture and Data Sources

Cloud Agents and Lightweight Agents

Scanner Appliances and External Scanning

Asset Inventory, Normalization, Licensing, and Modules

Module 3 — Asset Management and Tagging

Unified Asset Inventory with AssetView

Cloud Agent Deployment Strategies

Asset Tagging: Static, Dynamic, and Rule-Based

Asset Groups, Ownership, and CMDB Synchronization

Module 4 — Vulnerability Detection

Qualys KnowledgeBase and QIDs

Scan Configuration and Authentication

Continuous Monitoring with Agents

Detection Accuracy, Coverage, Severity, and Prioritization

Module 5 — Threat Intelligence and Prioritization

Real-Time Threat Indicators and Exploit Kits

Asset Criticality Scoring

Vulnerability Prioritization Frameworks

Threat Feed Integration and Risk-Based Remediation Planning

Module 6 — Patch Management and Remediation

Patch Tuesday and Vulnerability Response

Integrating with Patch Management Tools

Ticket Creation and Assignment Workflows

SLA-Based Remediation Tracking, Verification, and Exceptions

Module 7 — Reporting, Dashboards and Metrics

VMDR Dashboards and Widgets

Executive and Operational Reports

Trend Analysis and MTTR Metrics

Custom Report Templates and Data Export

Module 8 — Compliance and Policy Enforcement

CIS Benchmarks and Compliance Policies

Policy Compliance Scanning

Control Evidence and Audit Trails

Custom Compliance Baselines and Regulatory Mappings

Module 9 — VMDR API and Automation

Qualys API for VMDR

Automating Asset and Vulnerability Exports

Python Scripts for VMDR Analytics

SOAR Integration, Playbooks, and Automated Ticket Creation

Module 10 — Advanced Detection and Response

Web Application and API Security

Container and Cloud Workload Scanning

Threat Protection Integration

Incident Response with VMDR Data and Purple Team Exercises

Module 11 — Enterprise VMDR Deployment

Scalable Scanner Architecture

Multi-Business Unit Deployments

Performance Tuning and Tuning Scans

Disaster Recovery, Change Management, and Maintenance

Module 12 — Real-World Projects and Interview Prep

Building a Vulnerability Management Program

Risk-Based Remediation Dashboard

Compliance Reporting Project

VMDR Interview Questions, Resume, and LinkedIn Optimization

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