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Generative AI: Boost Your Cybersecurity Career · LearnSpace
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courseraIT и технологии

Generative AI: Boost Your Cybersecurity Career

Курс от IBM
Средний≈ 10.5 чАнглийский
О курсеНавыкиПрограммаПреподаватели

О курсе

This short course provides cybersecurity professionals and enthusiasts with the latest Generative AI tools to address complex cybersecurity challenges. 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.

Навыки, которые вы освоите

Anomaly DetectionGenerative AIIncident ResponseThreat ModelingVulnerability ManagementAI SecurityCyber Threat IntelligenceCybersecurityMalware ProtectionSecurity Information and Event Management (SIEM)Exploitation techniquesThreat DetectionIncident ManagementLarge Language ModelingPrompt Engineering

Программа курса

3 модулей · 68 учебных материалов

01Get Started with Gen AI in Cybersecurity30 материалов

Welcome to the Course

Course IntroductionВидеоCourse Syllabus and Prerequisites ЧтениеHelpful Tips for Course CompletionPLUGINMeet Your Experts Видео

The Security Implications of Generative AI

Учитесь у экспертов

Rav Ahuja

CCO & Global Program Director

Generative AI: Boost Your Cybersecurity Career
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Начать на Coursera

Обучение откроется на Coursera
в новой вкладке

Обучение на Coursera

≈ 10.5 ч

3 модулей

Язык: Английский

Субтитры: Арабский, Французский, Узбекский, Украинский, Китайский (Китай), Греческий, Итальянский, Бразильский португальский, Вьетнамский, Нидерландский, Корейский, Немецкий, Пушту, Русский, Тайский, Индонезийский, Шведский, Турецкий, Азербайджанский, Испанский, Дари, Хинди, Японский, Казахский, Венгерский, Польский

Часть программы вашего университета
Transition from Conventional AI to Generative AI and its Benefits in CybersecurityВидео
Reading: Applications of Generative AI in Different Cybersecurity TasksPLUGIN
The Future of Cybersecurity in the Era of Generative AIВидео
[Optional] Prompt Injection Attack Видео
Generative AI and LLM Risk Видео
Security Risks Associated with Using Generative AI ToolsВидео
Hands-on Lab: Preventing Malicious Code Execution with Generative AIPLUGIN
Cybersecurity Analytics Using Generative AI Видео
Reading: Application of Generative AI in Content Filtering and MonitoringPLUGIN
Hands-on Lab: Using Generative AI to Block/Remove Offensive ContentВнешний инструмент
Reading: Threats on Generative AI ModelsPLUGIN
Guarding against NLP-based Attacks on Generative AI Видео
Generative AI Transforming Cybersecurity RolesВидео
Lesson 1 Summary: The Security Implications of Generative AIЧтение
Lesson 1 Practice Quiz: The Security Implications of Generative AIЗадание

Introduction to Generative AI and Data Security

Unleashing the Power of Generative AI for Cybersecurity ВидеоReading: The Cost of a Data Breach (CoDB) and the Impact of AIPLUGINDemo: Using the Power of Generative AI in Data SecurityВидеоHands-on Lab: Applying Generative AI for Attack Pattern AnalysisВнешний инструментOverview of Incident Response and Forensic AnalysisВидеоUsing Generative AI for Cybersecurity Report Summarization and Playbooks ВидеоExpert Viewpoints: Challenges of Integrating Generative AI into Cybersecurity SystemsВидеоHands-on Lab: Cyber Incident Reports and Playbook using Generative AIВнешний инструментLesson 2 Summary: Introduction to Generative AI and Data SecurityЧтениеLesson 2 Practice Quiz: Introduction to Generative AI and Data Security Задание

Module Assessment

Module 1 Graded Quiz: Get Started with Gen AI in Cybersecurity Задание
02SIEM and SOC Tasks Using Generative AI 30 материалов

Using Generative AI for incident response

Triage Potential Incidents, Analyze Logs, and Assist InvestigationsВидеоReading: Incident Response Using Generative AIPLUGINHands-on Lab: Incident Response and Alerts Generation Using Generative AIВнешний инструментEnhancing Vulnerability Management with Generative AI ВидеоExpert Viewpoints: AI Systems for Incident ResponseВидеоDemo: Augmenting Threat Hunting and Security Analysis ВидеоDemo: Streamlining Vulnerability ManagementВидеоLesson 1 Summary: Using Generative AI for Incident ResponseЧтениеLesson 1 Practice Quiz: Using Generative AI for Incident ResponseЗадание

Integrating Generative AI Models with Security Systems

Advanced Threat Detection Using Generative AI in SIEM ВидеоWays to Integrate Generative AI into SIEM ВидеоReading: ChatGPT with QRadar/any SIEM toolPLUGINReading: Optimizing Cybersecurity with Generative AI Integration in SIEMPLUGINHands-on Lab: Training Generative AI with Incident Data for Better Pattern RecognitionPLUGINDecoding UBEA Using Generative AI Видео

Ethics, Issues, Considerations for using Generative AI for Cybersecurity

Issues, Concerns, and Considerations Using Generative AI in CybersecurityВидеоEthical Concerns of AI in CybersecurityВидеоTips for Cybersecurity ProfessionalsВидеоReading: Generative AI and Cybersecurity: Balancing Benefits and Ethical ConcernsPLUGINExpert Viewpoints: Responsible Use of Generative AI in CybersecurityВидеоLesson 3 Summary: Ethics, Issues, Considerations for Using Generative AI for CybersecurityЧтение

Module Assessment

Module 2 Graded Quiz: SIEM and SOC Tasks Using Generative AI Задание
03Final Project and Exam8 материалов

Final Project

Review What You Have LearnedЧтениеGlossary: Generative AI: Boost Your Cybersecurity CareerPLUGINReading: Final Project OverviewPLUGINFinal Project: Cybersecurity with Generative AI PLUGIN

Final Exam

Final ExamЗадание

Course Wrap Up

Cheatsheet: Generative AI for CybersecurityPLUGINCongratulations and Next StepsЧтениеThanks from the Course TeamЧтение
Reading: SOAR in Cybersecurity: Enhancing Security Operations with Generative AIPLUGIN
Reading: Securing the Future with Generative AI: Building Proactive and Cost-effective Cybersecurity SolutionsPLUGIN
Demo: Real-Time Assistance Using Generative AI Видео
Hands-on Lab: Using Generative AI for Threat Intelligence PLUGIN
Expert Viewpoints: AI and Threat PredictionВидео
Lesson 2 Summary: Integrating Generative AI Models with Security SystemsЧтение
Lesson 2 Practice Quiz: Integrating Generative AI Models with Security SystemsЗадание
Lesson 3 Practice Quiz: Ethics, Issues, Considerations for Using Generative AI for CybersecurityЗадание