DevCourseWeb com Udemy Artificial Intelligence and ChatGPT for Cyber Security 2024

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/.../1. Introduction To The Course/

1. How To Follow This Course .mp4

2. [AP] Google Collab.mp4

3. [AP] How to create a copy of a workbook.mp4

/.../10. Conclusion and Next Steps/

1. Thanks For Watching The Course!.html

/.../11. Appendix A Introduction To Cyber Security/

1. Evolution Of Cyber Security.mp4

2. Categories Of Cyber Attacks.mp4

3. Security Policies and Procedures.mp4

4. Cyber Security Tools and Technologies.mp4

5. Understanding Cyber Security Certifications.mp4

6. Cyber Security Best Practices.mp4

/.../2. ChatGPT For Cyber SecurityEthical Hacking/

1. What, Why, How Of This Section.html

10. [AP] Exercise Finding patterns in log files.mp4

10.1 log_sec_cyber.txt

11. [AP] Exercise Solution.mp4

12. [AP] How to protect personal and company data when using ChatGPT.mp4

2. [AP] What is Prompt Engineering in Generative AI.mp4

2.1 Introduction to Prompt Engineering.pdf

3. [AP] How to use Few Shot Prompting to achieve better ChatGPT responses.mp4

3.1 Few shot prompting.pdf

4. [AP] Using Chain Of Thought Prompting to get more detailed and quality response.mp4

4.1 Chain of though prompting.pdf

5. [AP] Exercise Analyzing log files with ChatGPT4.mp4

5.1 cybersecurity_logs.txt

6. [AP] Exercise Solution.mp4

7. [AP] How to create Custom Instructions.mp4

7.1 Introduction to Prompt Engineering.pdf

8. [AP] How to use Generative AI for data summerization.mp4

9. [AP] Advanced ChatGPT Techniques.mp4

/.../3. New Age Of Social Engineering/

1. What, Why, How Of This Section.html

2. [AT] What Is Social Engineering .mp4

3. [APT] Voice Cloning With ElevenLabs.mp4

3.1 ElevenLabs AI.html

4. [APT] AI Voice Generating With Resemble.mp4

4.1 Resemble AI.html

5. [APT] Creating Deepfakes With D-ID.mp4

5.1 D-ID.html

6. [APT] Using ChatGPT To Write Emails In My Style.mp4

6.1 S3L5 - Writing Emails in style of....txt

7. [APT] How To Recognize These Type Of Scams.mp4

8. Quiz.html

/.../4. Where Is AI Used In Cyber Security Today/

1. What, Why, How Of This Section.html

2. [AT] What are AI Based SIEM Systems.mp4

3. [AT] Is there a Firewall With AI.mp4

4. [AT] How to use AI for Email Filtering.mp4

5. [AT] AI In Identity And Access Management.mp4

6. [AT] IDSIPS With AI.mp4

7. Quiz.html

/.../5. Building An Email Filtering System With AI/

1. What, Why, How Of This Section.html

10. [AP] Intuition lecture K Nearest Neighbors (KNN) algorithm.mp4

11. [AP] Training KNN algorithm to detect spam emails.mp4

12. [AP] Creating Spam Detection system using OpenAI API and GPT-4.mp4

12.1 API Docs.html

12.2 OpenAI API Blog.html

12.3 OpenAI API Key dashboard.html

13. Quiz.html

2. [AT] Introduction To Email Security And Filtering.mp4

3. [AT] What Are Spam Filters And How Do They Work .mp4

4. [AP] Introduction to the Email Spam detection AI system.mp4

4.1 Dataset.html

4.2 Download dataset without Kaggle account.html

4.3 Workbook.html

5. [AP] How to load data and work with different data source files.mp4

6. [AP] Analyzing email spam dataset.mp4

7. [AP] How to analyze and work with text data.mp4

8. [AP] How to clean and prepare text data for AIML.mp4

9. [AP] How to transform email data from text to numbers - Vectorization.mp4

/.../6. Building A Phishing Detection System With AI/

1. What, Why, How Of This Section.html

10. Quiz.html

2. [AT] What is Phishing in the cyber-world.mp4

3. [AT] How To Recognize And Prevent Phishing Attacks.mp4

4. [AP] Loading and understanding Phishing dataset.mp4

4.1 Dataset.html

4.2 Phishing_Legitimate_full 2.csv

4.3 Workbook.html

5. [AP] Analyzing Phishing data.mp4

6. [AP] Preparing dataset for machine learningAI.mp4

7. [AP] Intuition lecture Decision Trees algorithm.mp4

8. [AP] Training Random Forest Algorithm to recognize Phishing websites.mp4

9. [AP] How to check the AI system performance - Precision and Recall.mp4

/.../7. AI In Network Security/

1. What, Why, How Of This Section.html

2. [AT] Introduction To Network Security.mp4

3. [AP] Understanding Network Anomaly dataset.mp4

3.1 Dataset - Kaggle.html

3.2 Test dataset - no Kaggle needed.html

3.3 Train dataset - no Kaggle needed.html

3.4 Workbook.html

4. [AP] Preparing network anomaly dataset - part 1.mp4

5. [AP] Preparing network anomaly dataset - part 2.mp4

6. [AP] Intuition lecture Logistic Regression algorithm.mp4

7. [AP] Training Logistic Regression For Network Monitoring.mp4

8. [AP] How to improve an MLAI algorithm - Hyperparameter Optimization.mp4

9. Quiz.html

/.../8. AI For Malware Detection/

1. What, Why, How Of This Section.html

2. [AT] What Is Malware & Different Types Of Malware.mp4

3. [AT] How Traditional Systems For Malware Detection work.mp4

4. [AP] Loading and analyzing Malware Dataset.mp4

4.1 Dataset.html

4.2 Malware full dataset - no Kaggle account needed.html

4.3 Test dataset - no Kaggle account neede.html

4.4 Workbook.html

5. [AP] Preparing Malware Dataset for MLAI.mp4

6. [AP] Training Machine Learning based Malware detection system.mp4

7. [AP] How to save the best performing Malware Detection Model for later reuse.mp4

8. Quiz.html

/.../9. AI Security Risks/

1. What, Why, How Of This Section.html

2. [AT] What is Data Poisoning.mp4

3. [AT] What is Data Bias.mp4

4. [AT] What are general AI Model Vulnerabilities.mp4

5. [AT] What are Ethical Concerns that all of us have.mp4

6. Quiz.html

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