Ementorhub

What you'll learn

Explain the fundamental concepts of Generative AI and its significance in cybersecurity.

Apply generative AI techniques to real-world cybersecurity scenarios, including UBEA, threat intelligence, report summarization, and playbooks.

Assess the use of generative AI in cybersecurity against threats, like phishing and malware, and understand potential NLP-based attack techniques.

Mitigate attacks on generative AI models and analyze real-world case studies, identifying key success factors in implementation.

Skills you'll gain

Cyber Threat Intelligence

Malware Protection

Threat Modeling

Vulnerability Management

Natural Language Processing

Incident Response

Prompt Engineering

Threat Detection

Cybersecurity

Anomaly Detection

Artificial Intelligence

Generative AI

Security Information and Event Management (SIEM)

There are 3 modules in this course

The course focuses on combating the exploitation of undetected vulnerabilities for which organizations increasingly turn to Artificial Intelligence (AI) and Machine Learning (ML). Generative AI, a transformative technology, emerges as a vital cybersecurity tool, detecting and preventing attacks by identifying and neutralizing unknown vulnerabilities before causing significant harm. The course explores foundational generative AI principles and their application in real-world cybersecurity, encompassing User and Entity Behavior Analytics (UEBA), threat intelligence, report summarization, playbooks, and its impact on phishing, malware, misinformation, and deepfakes. Additionally, participants learn about potential Natural Language Processing (NLP) attack techniques, like prompt injection, and strategies to mitigate them. The course ensures learners stay updated on the latest trends in using generative AI for cyber defense and threat prediction. Throughout the course you will be able to apply your knowledge with hands-on labs. Additionally, real-world inspired exercises will help you practice what you have learned. This course is suitable for both existing cybersecurity professionals who want to enhance their careers, as well as those aspiring to start a career in this field, such as cybersecurity specialists, cybersecurity analysts, cybersecurity engineers, and so on. Cybersecurity skills and basic generative AI knowledge is beneficial for this course.

SIEM and SOC Tasks Using Generative AI

Final Project and Exam