AI's Cyber Defense: Web Phishing, APTs to Behavior Analytics

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Dharmanandana Reddy Pothula

4:18:16

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1. Introduction - AIs Cyber Defense Web Phishing, APTs to Behavior Analytics

1. Introduction - AI's Cyber Defense Web Phishing, APTs to Behavior Analytics.mp4

01:03

2. AI & ML Synergy Pioneering Cybersecurity Transformations

1. Importance of mastering AI for security threat detection.mp4

04:35

2. Philosophical Underpinnings of Machine Learning Conceptual Exploration.mp4

04:35

3. Intricacies of Machine Learning Deep Dive into Key Aspects and Explainability.mp4

10:32

4. Unveiling the Intricacies of Deep Learning in the Context of Cybersecurity.mp4

05:32

5. Overview of AI based cybersecurity solutions.mp4

10:26

6. Navigating Implementation of AI in Cybersecurity Threat Detection.mp4

11:21

3. AIs Vanguard Thwarting Web Phishing Threats & Deception

1. Decoding Deceit The Power of AI in Web Phishing Detection.mp4

06:39

2. AIs Tailored Approach to Counter Web Phishing.mp4

07:10

3. AI-Driven Web Phishing Detection Implementation.mp4

07:08

4. Lab Web Phishing Detection with AI and NLP.mp4

06:03

4. Decoding & Defending AIs Strategy for Social Spam Detection

1. Functionality and Detection Flow of Social Network Spam.mp4

05:34

2. Harnessing AI for Superior Social Network Spam Detection.mp4

03:30

3. Deciphering Dangers Exploration of AI-Powered Social Network Spam Detection.mp4

06:32

4. Implementation of Social Network Spam Detection with AI.mp4

08:42

5. Lab Social Network Spam Detection with NLP and AI.mp4

05:44

5. Modern Malware Warfare AI-Powered Detection for Android

1. The Lifecycle of Malware From Infiltration to Detection.mp4

08:40

2. Advanced AI-driven Malware Detection Internals.mp4

06:35

3. AI based Android Malware Detection Implementation.mp4

08:10

4. Lab AI based Android Malware Detector.mp4

11:05

5. Deciphering Malware PC vs. Android Threats and the Power of AI in Detection.mp4

05:41

6. Decoding & Defending AI-Driven APT Defense

1. Understanding Advanced Persistent Threats.mp4

08:06

2. AI-Powered Defense Strategies to Counteract APTs in Cybersecurity.mp4

04:00

3. Harnessing AI to Counter Advanced Persistent Threats AI-based APT Detection.mp4

04:21

4. Countering APTs with AI Implementation.mp4

07:19

5. Lab AI for Countering APT.mp4

03:40

7. AI-Enhanced Anomaly Detection Insights, Impacts, and Implementations

1. Unraveling Anomaly Detection Techniques, Applications, and Challenges.mp4

05:22

2. AI Revolutionizing Anomaly Detection in Cybersecurity.mp4

03:40

3. Deep Dive into Anomaly Detection AI-Powered Pipeline and Processing.mp4

04:03

4. Implementation of Isolation Forest for Anomaly Detection.mp4

05:55

5. Lab Isolation Forest for Anomaly Detection.mp4

03:26

8. Behavioral Patterns Decoded AI-Powered Advancing User Behavior Analytics

1. Unlocking the Power of AI in Behavioral Analytics.mp4

07:04

2. AI at the Forefront Unraveling Behavioral Patterns for Enhanced Security.mp4

03:59

3. Visualizing the AI-Driven UBA Pipeline with Machine Learning Algorithm.mp4

04:18

4. Implementation of User Behavior Analytics (UBA) with AI.mp4

07:32

5. Lab AI-based User Behavior Analytics.mp4

02:38

9. Ethics and Risks of AI in Cybersecurity Threat Detection

1. Ethical Dimensions of AI in Security Threat Detection.mp4

05:38

2. Risks and Limitation of AI based Security Systems.mp4

04:19

3. Strategies for risks minimization and use AI ethics in security threat detection.mp4

04:20

10. Future of AI in Cybersecurity Threat Detection

1. Pioneering Trends in AI-Driven Cybersecurity Threat Detection.mp4

05:44

2. AI in Cybersecurity Threat Detection Opportunities and Challenges.mp4

04:56

3. Hands-On with AI Building Robust Cybersecurity Solutions.mp4

04:52

4. Future of AI in Security Threat Detection The Road Ahead.mp4

05:12

11. Final Thoughts on Mastering AI for Cybersecurity Threat detection

1. Final Thoughts on Mastering AI for Cybersecurity Threat detection.mp4

02:35

Description

Navigating AI Frontiers: From Web Deceptions to Behavioral Cybersecurity Insights

What You'll Learn?

AI transforming cyber security landscape
Machine Learning for cyber Threat Detection
Deep Learning for cyber Threat Detection
AI for cyber threat detection
Android Malware Detection with AI
APT detection with AI
Web Phishing detection with AI
Social Network Spam Detection with AI
Anomaly Detection with AI
User Behavior Analytics with AI
Ethics and Risks of AI in Security Threat Detection

Who is this for?

Anyone who want to enhance skills in cyber security threat detection using ML and AI

Any people who want to create added value to their cyber security business by using powerful Machine Learning, Artificial Intelligence and Deep Learning tools.

AI experts who want to expand on the field of cyber security applications.

Anyone passionate about developing Machine Learning, Deep Learning, NLP and Artificial Intelligence based cyber security applications

Any one who want to start or pursue career in AI based Cyber Security.

Any one who are not comfortable with coding but interested in Machine Learning, Deep Learning, Artificial Intelligence and apply it in cyber security field.

Any one who are not satisfied with their job, but want to become AI Cyber Security Expert

What You Need to Know?

Basic knowledge of Python will be good

Basic knowledge of AI and ML will be good

More details

Description
Embark on an enlightening journey through the revolutionary world of "AI's Cyber Defense: Web Phishing, APTs to Behavior Analytics." This meticulously curated course delves deep into the transformative role of artificial intelligence (AI) and machine learning (ML) in redefining the realms of cybersecurity.
From the foundational philosophies behind machine learning to its intricate aspects, you'll gain insights into the cutting-edge applications of AI in detecting and countering diverse cyber threats. The course intricacies include:
A comprehensive understanding of AI's prowess in combating web phishing and the deception tactics employed by cyber adversaries.
Discovering AI-driven strategies to detect and counter social network spam, highlighting the dangers posed by these often overlooked threats.
Navigating the treacherous waters of modern malware warfare, with a focus on AI-powered detection mechanisms tailored for both PCs and Android systems.
An in-depth exploration of Advanced Persistent Threats (APTs) and the robust AI defenses built to withstand them.
An analytical dive into anomaly detection, leveraging AI to revolutionize the way we detect and respond to cyber anomalies.
Deciphering the intricacies of user behavior through AI-enhanced analytics, offering a unique vantage point to detect potential security threats based on behavioral patterns.
Reflecting on the ethical dimensions and potential risks of AI in the domain of security threat detection, while also strategizing for risk minimization.
Envisioning the future of AI in cybersecurity, understanding the emerging trends, challenges, and hands-on methodologies to build robust cybersecurity solutions.
Throughout the journey, hands-on labs and practical exercises will immerse you in the world of AI-driven cybersecurity, equipping you with the skills to not only detect but also defend against a myriad of cyber threats. As you reach the culmination, a reflective session will reinforce your mastery over AI for cybersecurity threat detection. Join us, and be at the forefront of the AI-driven cybersecurity revolution!

You'll also get:

Lifetime Access to The Course
Quick and Friendly Support in the Q&A section
Udemy Certificate of Completion
Enroll now and become a cybersecurity expert with the power of AI on your side!

See you in the "AI's Cyber Defense: Web Phishing, APTs to Behavior Analytics" course!

With this course you'll surely get 24/7 support. Please feel free to post your questions in the Q&A section and we'll definitely respond to you within 14 hours.

Who this course is for:
Anyone who want to enhance skills in cyber security threat detection using ML and AI
Any people who want to create added value to their cyber security business by using powerful Machine Learning, Artificial Intelligence and Deep Learning tools.
AI experts who want to expand on the field of cyber security applications.
Anyone passionate about developing Machine Learning, Deep Learning, NLP and Artificial Intelligence based cyber security applications
Any one who want to start or pursue career in AI based Cyber Security.
Any one who are not comfortable with coding but interested in Machine Learning, Deep Learning, Artificial Intelligence and apply it in cyber security field.
Any one who are not satisfied with their job, but want to become AI Cyber Security Expert

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I, Dharmanandana Reddy, am a cyber security expert with 22+ years of experience in Various Cyber Security Technologies & Domains, Ethical Hacking, Penetration Testing, Cyber Security Incident Handling, Forensic Analysis. I am Certified Ethical Hacker and Certified Hacking Forensic Investigator from EC Council, and Certified Incident Handler. I worked for some of the biggest tech companies around the world. I have also filed and held multiple patents in cyber security and further, contributed to research papers on cyber security and presented at various international conferences; and am now taking all that I have learned, to teach cyber security skills and to help you discover the amazing career opportunities in cyber security. I have worked and discovered quite many vulnerabilities too.I believe that Online Security and Privacy are essential as many cyber attacks are targeting every system every day. Nowadays, no system is safe and that is why I am here to help you to discover many hazardous vulnerabilities and also learn to secure them.Cyber security skills should be affordable and open to all. An education material should teach real-life skills. My main goal as an instructor is to teach the foundations of Ethical Hacking, Penetration Testing, Offensive & Defensive Techniques, Cyber Security Incident Handling, AI Cyber Security and other Cyber Security technologies to anyone who wants to pursue this as a career or wants to learn it to protect themselves online. We as defenders must always be ready to learn new attacks and provide robust defense mechanisms to defend the systems, networks, web applications and people.I promise you that the course is practical and comprehensive guide and answers the number of questions. See yourself in the course!

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