Enroll Course: https://www.udemy.com/course/genai-cybersecurity-owasp-mitre-atlas-api-attcks-in-hindi/
In the ever-evolving world of technology, cybersecurity has become a critical aspect, especially with the rise of Generative AI (GenAI) and Large Language Models (LLMs). If you’re a cybersecurity enthusiast, an AI developer, or an IT student looking to deepen your understanding of these areas, I have a fantastic course recommendation for you: “GenAI Cybersecurity हिंदी में: OWASP, MITRE, & API Attacks” on Udemy.
### Course Overview
This beginner-friendly course is designed to provide both theoretical and practical knowledge about securing LLMs, which are at the heart of the GenAI ecosystem. Through a well-structured curriculum, you will first build a strong theoretical foundation on:
– How LLMs are created using Transformer architecture
– The evolution of Neural Networks from RNNs to Transformers
– Key concepts such as Positional Encoding, Self-Attention, and Multi-Head Attention
Following the theory, the course delves into the layers of the LLM system, covering:
– Application Layer
– AI Model Layer
– Integration Layer
### Understanding Attack Surfaces
The course takes a comprehensive look at attack surfaces from two perspectives:
– **Consumer-side attacks**: such as prompt injection and data leakage
– **Provider-side risks**: including model theft and insecure endpoints
It also covers essential materials like the OWASP Top 10 Risks for LLMs and MITRE ATLAS threat mapping, ensuring you have a robust understanding of potential vulnerabilities.
### Practical Demos
One of the standout features of this course is its focus on practical demonstrations. You will learn through:
– OLLAMA API misconfiguration demo and its mitigation using NGINX
– PortSwigger Lab on LLMs with excessive API agency
These hands-on experiences will help solidify your learning and prepare you for real-world applications.
### Real-World Case Studies
The course also includes insightful case studies that illustrate the importance of cybersecurity in the GenAI domain:
– OpenAI vs. DeepSeek: Model theft and distillation issues
– Microsoft Tay: Output poisoning and moderation challenges
– Wiz Cloud Logs Leak: Exposure of prompts and data
– Chevrolet AI Chatbot: Unexpected AI agent behavior
– OLLAMA API Exposure: Open endpoints without authentication
### Career Tips & Roadmap
In addition to technical knowledge, the course provides valuable career tips and a roadmap for aspiring professionals. You will learn how to build a solid foundation in AI/ML, understand the intersection of GenAI and cybersecurity, develop hands-on skills, and grow your professional presence online.
### Conclusion
Overall, “GenAI Cybersecurity हिंदी में: OWASP, MITRE, & API Attacks” is an excellent course for anyone looking to gain a comprehensive understanding of securing LLMs and navigating the complexities of GenAI cybersecurity. The combination of theory, practical labs, and real-world examples makes this course a must-take for anyone interested in this exciting field. I highly recommend it!
### Tags
1. GenAI
2. Cybersecurity
3. Large Language Models
4. OWASP
5. MITRE
6. API Attacks
7. Transformer Architecture
8. Practical Labs
9. AI/ML
10. Online Learning
### Topic
GenAI Cybersecurity
Enroll Course: https://www.udemy.com/course/genai-cybersecurity-owasp-mitre-atlas-api-attcks-in-hindi/