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🛡️ Build a Real-Time AI Threat Detection on AWS | GuardDuty, SNS, Lambda Automation! 🔒
In this video, I’ll walk you through how to build a real-time, AI-powered threat detection and automated response system on AWS using Amazon GuardDuty, AWS Lambda, and SNS notifications, all triggered via Amazon EventBridge.
🔍 What You’ll Learn:
- How to enable and configure Amazon GuardDuty for threat detection
- How to use EventBridge to automate responses to high-severity findings
- How to write a Lambda function to process GuardDuty alerts
- How to send human-readable alert messages to your email via SNS
- Security best practices to isolate compromised EC2 instances
⚠️ Use Case:
Detects suspicious activity like "Trojan:EC2/BlackholeTraffic" and automatically alerts your team in real-time, perfect for DevOps engineers, security architects, and cloud practitioners looking to strengthen their incident response on AWS.
👉 GitHub repo (code snippet): https://github.com/julien-muke/aws-ai-threat-detection-pipeline
📫 Subscribe for More AWS Projects:
Don't forget to like, subscribe, and hit the bell icon for more hands-on AWS DevOps tutorials every week!
Follow me on:
🔗 Medium: https://medium.com/@julien.muke
🔗 LinkedIn: https://www.linkedin.com/in/julien-muke/
🔗 GitHub: https://github.com/julien-muke
📺 Chapters
00:00 - Introduction
00:55 - Architecture Overview
03:46 - Setup GuardDuty & CloudTrail
05:32 - Create an SNS Topic for Security Alerts
09:00 - Create Lambda function for automated response
13:08 - Create the EventBridge Rule
16:45 - Simulate Suspicious Activity on AWS
#aws #aisecurity #cybersecurity #cloudsecurity #threatdetection #guardduty #realtimealerts #serverless
Видео 🛡️ Build a Real-Time AI Threat Detection on AWS | GuardDuty, SNS, Lambda Automation! 🔒 канала Julien Muke
🔍 What You’ll Learn:
- How to enable and configure Amazon GuardDuty for threat detection
- How to use EventBridge to automate responses to high-severity findings
- How to write a Lambda function to process GuardDuty alerts
- How to send human-readable alert messages to your email via SNS
- Security best practices to isolate compromised EC2 instances
⚠️ Use Case:
Detects suspicious activity like "Trojan:EC2/BlackholeTraffic" and automatically alerts your team in real-time, perfect for DevOps engineers, security architects, and cloud practitioners looking to strengthen their incident response on AWS.
👉 GitHub repo (code snippet): https://github.com/julien-muke/aws-ai-threat-detection-pipeline
📫 Subscribe for More AWS Projects:
Don't forget to like, subscribe, and hit the bell icon for more hands-on AWS DevOps tutorials every week!
Follow me on:
🔗 Medium: https://medium.com/@julien.muke
🔗 LinkedIn: https://www.linkedin.com/in/julien-muke/
🔗 GitHub: https://github.com/julien-muke
📺 Chapters
00:00 - Introduction
00:55 - Architecture Overview
03:46 - Setup GuardDuty & CloudTrail
05:32 - Create an SNS Topic for Security Alerts
09:00 - Create Lambda function for automated response
13:08 - Create the EventBridge Rule
16:45 - Simulate Suspicious Activity on AWS
#aws #aisecurity #cybersecurity #cloudsecurity #threatdetection #guardduty #realtimealerts #serverless
Видео 🛡️ Build a Real-Time AI Threat Detection on AWS | GuardDuty, SNS, Lambda Automation! 🔒 канала Julien Muke
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8 августа 2025 г. 4:15:03
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