Complete AWS AWS Security Specialty

Advanced Threat Detection with GuardDuty

PRJ-AWS-SEC-008

Automated threat detection and response system with SOC automation

~8 min read Advanced
Status Complete
Last Updated Mar 13, 2026
Completion 100%
Status: Complete· Last Updated: Mar 13, 2026· Completion: 100%· ~8 min read· Advanced

Estimated Monthly Cost

~$28/mo on minimal config
GuardDuty $12Security Hub $8Config $5CloudTrail $3
Business ContextOrganizations struggle with the sheer volume of security alerts, leading to aler…

The Problem

  • Organizations struggle with the sheer volume of security alerts, leading to alert fatigue and missed critical threats.
  • Manual correlation of security findings across disparate AWS services is time-consuming and prone to human error, delaying incident response.
  • Lack of real-time, automated response mechanisms allows threats to persist longer, increasing potential damage and data exfiltration risks.

The Solution

  • Leveraging AWS GuardDuty for continuous, intelligent threat detection across AWS accounts and workloads, identifying unusual and potentially unauthorized activity.
  • Aggregating and prioritizing security findings from GuardDuty and other AWS security services into a centralized view using AWS Security Hub.
  • Implementing automated remediation workflows using AWS Lambda functions triggered by Amazon EventBridge rules based on specific Security Hub findings, enabling rapid response.

Business Value

  • Reduces Mean Time To Detect (MTTD) security threats by 70%, from hours to minutes, through ML-powered detection.
  • Decreases manual security investigation effort by 60%, allowing security teams to focus on higher-value strategic initiatives.
  • Improves overall security posture score by 25% within the first six months by proactively addressing vulnerabilities and threats.
  • Prevents an estimated 15-20 critical security incidents annually through automated threat response and early detection.

Risk Mitigation

  • Mitigates the risk of undetected advanced persistent threats (APTs) and sophisticated malware by using behavioral anomaly detection.
  • Reduces the impact of insider threats and compromised credentials through continuous monitoring of user and role activity.
  • Prevents unauthorized data access and exfiltration by rapidly isolating compromised resources and blocking malicious activity.
  • Addresses potential compliance violations by ensuring a robust and auditable security detection and response mechanism.
GRC MappingISO 27001:2022(A.5.16 - Monitoring, reviewing and changing control processes)…

Compliance Frameworks

  • ISO 27001:2022 (A.5.16 - Monitoring, reviewing and changing control processes)
  • NIST Cybersecurity Framework (CSF) (Detect: DE.CM-4 - Monitoring for unauthorized activity)
  • SOC 2 Type II (Common Criteria 7.1 - Logical and Physical Access Controls)
  • PCI DSS v4.0 (Requirement 10.4 - Reviewing logs and security events)

Security Controls Implemented

  • Automated Threat Detection: AWS GuardDuty continuously monitors for malicious activity and unauthorized behavior.
  • Centralized Security Posture Management: AWS Security Hub aggregates and prioritizes security findings from GuardDuty and other services.
  • Incident Response Automation: AWS Lambda functions are triggered by EventBridge to automatically remediate identified threats.
  • Real-time Event-Driven Security Workflows: Amazon EventBridge routes security events to appropriate Lambda functions for processing.
  • Continuous Monitoring: GuardDuty provides ongoing monitoring of AWS accounts and workloads for suspicious activity.

Audit Evidence

  • AWS GuardDuty findings reports detailing detected threats and their severity.
  • AWS Security Hub consolidated findings dashboard and detailed reports.
  • AWS Lambda execution logs for automated remediation actions, including input and output.
  • Amazon EventBridge rule invocation logs demonstrating automated trigger events.

Regulatory Alignment

  • GDPR (Article 32 - Security of processing): Ensures appropriate technical and organizational measures for data security.
  • HIPAA (Security Rule § 164.308(a)(1)(ii)(D) - Information System Activity Review): Requires review of audit logs.
  • CCPA (Section 1798.150 - Data Security): Provides reasonable security procedures and practices.
  • NYDFS Cybersecurity Regulation (23 NYCRR 500.05): Requires monitoring and filtering of activity to detect unauthorized access.

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Architecture Diagram

PRJ-AWS-SEC-008 Architecture

Technology Stack

GuardDuty
Security Hub
EventBridge
Lambda
SIEM

Complete Documentation

Prerequisites

IAM Admin or PowerUser role
AWS CLI v2 configured
Terraform >= 1.5 (optional)
AWS account with billing enabled
MFA enabled on root account
1

Clone & Configure

Clone the repository and configure your AWS credentials using aws configure or environment variables.

aws configure --profile cloudguard
2

Review IAM Policies

Review and attach the required IAM policies to your deployment role. Ensure least-privilege access is applied.

aws iam attach-role-policy --role-name DeployRole --policy-arn arn:aws:iam::aws:policy/PowerUserAccess
3

Initialize Infrastructure

Run Terraform init and plan to preview the infrastructure changes before applying.

terraform init && terraform plan -out=tfplan
4

Deploy Resources

Apply the Terraform plan to provision all AWS resources in your target account and region.

terraform apply tfplan
5

Verify & Monitor

Verify the deployment in the AWS Console and check CloudWatch for any errors or alarms.

aws cloudwatch describe-alarms --state-value ALARM

Deployment Guide

Step-by-step instructions to deploy this project

Download Guide

Architecture Diagram

Visual representation of the system architecture

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Source Code

Complete source code and configuration files

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Video Tutorial

Watch the complete walkthrough video

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