Cybrige Certified AI Pentester (CCAIP)
Live Instructor-Led Training for AI/ML Security Testing
Course Overview
The Cybrige Certified AI Pentester (CCAIP) program is designed to equip you with hands-on skills in AI/ML security testing and vulnerability assessment. This comprehensive course covers AI/ML attack surfaces, prompt injection attacks, model abuse, adversarial examples, and defensive strategies. Learn to identify and exploit AI/ML security flaws through practical, instructor-led sessions that simulate real-world scenarios.
AI/ML Security Course Content
Module 01: Introduction to AI/ML Security
Understand AI/ML fundamentals, security challenges, and why AI systems are attractive targets for attackers.
Module 02: AI/ML Attack Surface
Learn about the various attack surfaces in AI/ML systems including models, APIs, training data, and inference pipelines.
Module 03: Prompt Injection Attacks
Master prompt injection techniques to manipulate AI models, bypass filters, and extract sensitive information.
Module 04: Model Abuse and Manipulation
Learn how attackers abuse AI models for malicious purposes including content generation, evasion, and data extraction.
Module 05: Adversarial Machine Learning
Understand adversarial examples, evasion attacks, and how attackers craft inputs to fool ML models.
Module 06: Data Poisoning Attacks
Learn how attackers poison training data to compromise model integrity and introduce backdoors.
Module 07: Model Theft and Extraction
Discover techniques used to steal or extract proprietary AI models through API interactions and model inversion.
Module 08: AI API Security
Test AI/ML APIs for authentication, authorization, rate limiting, and input validation vulnerabilities.
Module 09: LLM Security Testing
Learn to test Large Language Models (LLMs) for prompt injection, jailbreaking, and information leakage.
Module 10: AI/ML Defensive Strategies
Understand defensive mechanisms including input sanitization, output filtering, and adversarial training.
Module 11: AI Security Tools
Get hands-on with tools and frameworks used for AI/ML security testing and vulnerability assessment.
Module 12: Real-World AI Security Cases
Analyze real-world AI security incidents, breaches, and vulnerabilities to understand attack patterns.
Module 13: AI/ML Pentesting Methodology
Learn a comprehensive methodology for conducting security assessments of AI/ML systems.
Module 14: Reporting AI Security Findings
Learn how to document and report AI/ML security vulnerabilities effectively for stakeholders.
Training Mode
Live Instructor-Led Sessions
Interactive live sessions with expert instructors who provide real-time guidance, answer questions, and share industry insights. These sessions allow for immediate feedback and hands-on problem-solving.
Hands-on Practical Approach
Learn by doing. Each module includes practical labs and exercises where you'll apply the concepts in realistic AI/ML security testing scenarios. Build your skills through actual penetration testing practices.
Who Should Enroll
This course is designed for cybersecurity professionals looking to specialize in AI/ML security.
Security Professionals
Penetration testers and security analysts who want to expand their expertise into AI/ML security testing.
AI/ML Engineers
AI/ML engineers and developers looking to understand security implications and vulnerabilities in AI systems.
Bug Bounty Hunters
Bug bounty hunters looking to discover vulnerabilities in AI-powered applications and services.
Certification
Cybrige Certified AI Pentester (CCAIP)
Upon successful completion of this course, you will receive the industry-relevant Cybrige Certified AI Pentester (CCAIP) certification. This certification validates your skills in AI/ML security testing and demonstrates your expertise to employers and clients.
Ready to Master AI Security?
Join our live instructor-led training and become an expert in AI/ML penetration testing.
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