LLM Security Training is designed for professionals who want to understand security threats affecting Large Language Models (LLMs), generative AI applications, and Retrieval-Augmented Generation (RAG) systems, and develop effective approaches to protecting these technologies.

The course begins with the fundamental operating principles of large language models and explores security risks such as prompt injection, jailbreak attacks, data leakage, and model manipulation. Participants learn to recognize potential vulnerabilities in LLM-powered applications, analyze attack scenarios, and evaluate appropriate defensive measures.

The program also covers RAG security, sensitive data protection, secure model integration, output filtering, and LLM security testing. Theoretical concepts are supported by practical laboratory exercises, helping participants develop the skills required to design, test, and manage more secure LLM-based systems.

For corporate groups, we can organize this training as an on-site private group.

Prerequisites

Introductory familiarity with artificial intelligence concepts and basic cybersecurity knowledge are recommended.

Who Should Attend

Professionals responsible for improving security in LLM and generative AI projects
AI Security Specialists
Data Scientists
IT Auditors
Risk Management and Compliance Specialists
AI Product Managers

What You Will Learn

By the end of this training, you will be able to:

Understand how large language models operate and identify their main security risks.
Analyze prompt injection, jailbreak, and model manipulation attacks.
Evaluate data security and data poisoning risks in RAG systems.
Recognize sensitive data exposure and model misuse threats.
Implement secure output mechanisms using guardrails and output filtering.
Apply LLM security testing and red teaming techniques.
Use logging, monitoring, and incident response approaches.
Evaluate the fundamental principles of secure LLM integration in enterprise applications.

Training Outline

1. LLM and Generative AI Fundamentals

Introduction to Large Language Models and Generative AI
LLM Architecture and Operating Principles
Transformer Fundamentals
Tokenization and Context Window Concepts
Prompt Engineering Fundamentals

2. LLM Security Threats and Attack Techniques

Understanding Prompt Injection Attacks
Jailbreak Attacks and Attempts to Bypass Security Restrictions
Role Manipulation Attacks
Context Manipulation Techniques
Model Manipulation and Security Risks in LLM-Based Systems

3. RAG and Data Security

Security Risks in RAG-Based Systems
Data Poisoning Threats
Vector Database Security
Sensitive Data Exposure and Data Leakage Risks

4. Model Security and Protection Mechanisms

Model Abuse and Misuse Scenarios
Evaluating Hallucination-Related Risks
Output Filtering Techniques
Secure Output Control Using Guardrails
Fundamental Principles of Secure LLM Integration

5. LLM Security Testing and Monitoring

LLM Security Testing Approaches
Red Teaming Processes
Logging and Monitoring Techniques
Incident Response Processes

6. Practical Security Exercises

Exploring LLM Security Scenarios
Practical Evaluation of Attack and Defense Approaches
Analyzing Security Risks Through Hands-On Laboratory Exercises

Why Choose Us

Leading UK-based global training provider since 1995.

Experience LLM Security in Sydney through Bilginç IT Academy's live and interactive virtual classroom environment. Join a Public course as an individual delegate or arrange a dedicated Private / In-house online training program exclusively for your organization.

Delivery Method: Online Instructor-Led
Participation Model: Public / Private (In-house)
Live and Interactive Training: Connect with your instructor in real time and actively participate through discussions, Q&A sessions, practical exercises, and group activities.
Flexible Participation: Join the training from your home, office, or any location with a suitable internet connection.
Expert Trainer Network: Learn from experienced trainers with strong industry backgrounds and practical field expertise.
Over 30 Years of Training Expertise: Benefit from Bilginç IT Academy's professional training experience since 1995.
Worldwide Access: Join our live virtual classrooms from Sydney or anywhere else in the world, or arrange a dedicated online training program for your organization.

Experience LLM Security through face-to-face Classroom Based training in Sydney. Training can be delivered as a Public course open to individual delegates or as a dedicated Private / In-house class for your organization.

Delivery Method: Classroom Based
Participation Model: Public / Private (In-house)
Face-to-Face Learning: Interact directly with your instructor and fellow delegates in an engaging classroom environment.
Experienced Trainers: Learn from specialists with extensive industry experience and practical real-world knowledge.
Professional Training Environment: Attend training in comfortable, well-equipped classrooms designed to support effective learning.
Practical Learning: Depending on the course, reinforce your knowledge through hands-on exercises, scenarios, case studies, and instructor-led activities.

Arrange LLM Security in Sydney as a dedicated Onsite training program for your organization. Bilginç IT Academy trainers can deliver the training at your office or another location of your choice, with the program planned around your team's requirements and business objectives.

Delivery Method: Onsite
Participation Model: Private (In-house)
Training at Your Preferred Location: Organize the training at your company's office or another location selected by your organization.
Tailored Course Content: Adapt the training program to your projects, team structure, existing skill levels, and specific business requirements.
Team-Focused Learning: Develop your team around a shared knowledge base while strengthening internal collaboration and knowledge transfer.
Flexible Scheduling: Plan the training dates, location, and program according to your organization's operational requirements.
Worldwide Onsite Delivery: Arrange the training in Sydney or at another preferred location worldwide. Bilginç IT Academy trainers can travel to your selected location to deliver the dedicated training program.

LLM Security Training in Sydney