AI-Powered Cyber Threat Intelligence: Dark Web Analysis & Proactive Defense
Unlock the Power of AI to Detect, Analyze, and Defend Against Cyber Threats
Skills you will gain:
About Program:
This 6-day workshop offers a comprehensive, hands-on learning experience in AI-powered Cyber Threat Intelligence (CTI). Participants will gain in-depth knowledge of advanced techniques for analyzing the Dark Web, detecting threats using AI, and developing proactive defense strategies. The workshop blends theory with practical labs, focusing on real-world applications like threat detection, risk mitigation, and integrating CTI into security operations. By the end, participants will be equipped to anticipate, detect, and counteract cyber threats effectively, leveraging cutting-edge AI tools and frameworks.
Aim: To equip participants with advanced skills in AI-driven Cyber Threat Intelligence, enabling them to effectively analyze Dark Web data, detect emerging threats, and implement proactive defense strategies to safeguard digital infrastructures from cyber adversaries.
Program Objectives:
What you will learn?
Day 1: Introduction to Cyber Threat Intelligence (CTI) and Threat Actors
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Overview of CTI, its lifecycle, and types of intelligence
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Understanding threat actors and attack vectors (phishing, malware, APTs)
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OSINT tools: WHOIS, Shodan, Maltego
Day 2: Collection and Processing of Threat Data
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Sources: Open-source, closed-source, and internal data
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Data collection techniques: Passive vs active, legal and ethical considerations
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Using tools like MISP and ThreatConnect for IOC analysis
Day 3: Advanced Threat Analysis and Attribution
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Techniques for anomaly detection, pattern recognition, and correlation
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Malware analysis for CTI: Static vs dynamic
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Threat attribution and case studies (APT29, Lazarus Group)
Day 4: AI-Powered Threat Detection and Monitoring
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Introduction to AI/ML applications in CTI
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Building and applying threat detection models
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Practical lab: Using AI for real-time threat monitoring
Day 5: Operational Integration and Threat Intelligence Sharing
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Integrating CTI into SIEM and SOAR platforms
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Automating threat detection and response
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Sharing intelligence: ISACs, STIX/TAXII standards
Day 6: Capstone Project and Final Exercise
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Simulated cyber incident scenario
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Collecting and analyzing threat intelligence
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Creating actionable intelligence reports and recommendations
Mentor Profile
Fee Plan
Get an e-Certificate of Participation!
Intended For :
This workshop is ideal for:
Security Analysts, SOC Engineers, and Incident Responders looking to enhance CTI skills.
Network/Security Administrators transitioning into CTI.
Risk and Compliance Officers seeking advanced threat intelligence knowledge.
AI/ML Engineers or Data Scientists interested in cybersecurity applications.
Graduate Students or Professionals in Cybersecurity, AI, or Information Security.
Pre-requisites: Basic understanding of cybersecurity principles and a willingness to learn AI techniques.
Career Supporting Skills
Program Outcomes