AI in Cybersecurity

This course introduces law enforcement and security professionals to the practical use of Artificial Intelligence (AI) in detecting, preventing, and responding to modern cyber threats. Designed for non‑technical participants, it emphasizes real‑world tools, simple workflows, and actionable techniques that support digital investigations and cybersecurity operations. Participants will learn the fundamentals of AI‑driven cybersecurity, including how to identify digital threat patterns, anomalies, and malicious behaviors using machine learning and generative AI. Core AI concepts are explained in plain language, alongside essential discussions on ethics, data protection, and operational limitations.

Contact:;+65 85124032    neurotek2025@gmail.com

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Foundations of AI‑Driven Cybersecurity
- Types of cyber threats and their digital signatures  
- Overview of machine learning, generative AI, and LLMs   
- Behavioral analytics, anomaly detection, and threat‑hunting logic  
- Ethics, data governance, and limitations of AI in cybersecurity 

Generative AI Tools for Cyber Threat Analysis
- Using AI assistants for summarizing threat intelligence and triaging alerts  
- Automating extraction of indicators of compromise (IOCs) from reports,
- Using online tools for domain reputation checks, malware and phishing  
- Human‑in‑the‑loop (HITL) approaches for AI‑assisted investigations  

AWS Cloud Tools for Cybersecurity
- Introduction to Amazon GuardDuty: threat detection, anomaly scoring, and  alerts  
- Amazon Rekognition for identity verification and detecting manipulated images  
- Amazon Comprehend for analyzing threat reports, logs, and communication patterns  
- Amazon Detective for visualizing attack paths and investigating security events  

Applying AI in Everyday Cybersecurity Operations
- Using AI to flag high‑risk activities from daily logs and security alerts  
- Creating rapid AI‑generated summaries for supervisors and incident response teams  
- Generating checklists, SOPs, and playbooks for cybersecurity workflows  
- Understanding the limits of AI and identifying scenarios for human judgment