Malware Forensics Mastery v3: AI Advanced Predict & Analysis

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Dharmanandana Reddy Pothula

6:39:53

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1. Advanced Multi-Stage Malware Analysis AI Synergy and Correlation Insights

1. Balancing AI and Traditional Methods for Comprehensive Malware Analysis.mp4

03:56

2. Unveiling the Mechanics of Correlation Analysis in Multi-Stage Malware Detection.mp4

08:57

3. Lab Visualizing Feature Correlations in Malware Analysis Using Heatmaps.mp4

23:37

2. Forecasting Malware Threats Predictive Analytics and Time Series Modeling

1. Decoding Tomorrows Malware Advanced Forecasting Methods.mp4

07:58

2. Beyond Real-Time Predicting Malware Threats Before They Happen.mp4

10:44

3. Lab Implementing Advanced Analytics TSA for Predicting Future Malware Threats.mp4

18:23

3. Advancing Malware DetectionAI-Driven Behavior Analysis and Model Explainability

1. AI-Powered Behavioral Profiling in Malware Analysis.mp4

09:54

2. Lab Implementing Malware Behavior Profiling with RF.mp4

20:33

3. Demystifying AI in Malware Analysis Explainable AI.mp4

12:32

4. Lab SHAP-based Explainability in Malware Detection with RF.mp4

12:14

4. In-Depth Clustering Techniques for Malware variant Discovery & Analysis

1. Identification and Analysis of Malware Variants through Unsupervised Clustering.mp4

07:35

2. Determining Optimal Clustering Size for Effective Malware Variant Detection.mp4

10:03

3. Lab Implementing Clustering Technique&Feature Engg in Malware Variant Analysis.mp4

27:01

5. Harnessing AI for Breakthroughs in Dynamic Malware and Memory Analysis

1. Introduction to Dynamic malware analysis.mp4

12:51

2. Key Features for Dynamic Memory Analysis.mp4

12:47

3. Lab Advanced Malware Analysis - Dynamic Techniques with Process Hacker.mp4

33:59

4. Dynamic Malware Analysis Challenges, Solutions, and the Road Ahead.mp4

13:14

5. Key Features for Effective Memory Analysis.mp4

14:08

6. Lab Unraveling Malware Mysteries in Memory with Volatility.mp4

43:36

7. Decoding and Analyzing Memory Dumps Using Deep Learning Techniques.mp4

06:58

8. Harnessing the Power of AI in Dynamic Malware Analysis.mp4

08:38

9. Lab Deep Neural Networks for Effective and Efficient Malware Detection&Analysis.mp4

25:09

6. Deciphering Ransomware with AI Comprehensive Analysis and Advanced Prediction

1. Decoding the Ransomware Lifecycle From Initial Infiltration to Encryption.mp4

10:07

2. Lab Ransomware Analysis and Dissection.mp4

20:29

3. Advanced Predictive Techniques Utilizing Deep Learning for Ransomware Analysis.mp4

06:46

4. LabAdvanced Ransomware Behavior Prediction & Classification with Deep Learning.mp4

17:44

Description

Navigating Next-Gen Malware Analysis with AI and ChatGPT Techniques

What You'll Learn?

Malware Forensics
Malware Analysis, Intrusion and Prediction
Digital Forensics
Static Malware Analysis
Cloud-Based Malware Analysis
Malware Forensics using AI
Static Malware Analysis with AI
Reverse Engineering using AI
Assembly analysis using ChatGPT
Malware Analysis with ChatGPT
Malware Decoding
Malware Evasion Analysis
Encrypted Malware Analysis
Dynamic Malware Analysis
Memory Forensics

Who is this for?

Anyone who want to enhance skills in cyber security threat detection

Any people who want to create added value to their cyber security business

Any one who want to start or pursue career in Digital Forensics

Any one who want to start or pursue career in Malware Forensics

Any one who want to start or pursue career in Malware Analysis

Anyone who want to enhance skills in Malware Analysis

Anyone who want to enhance skills in Cloud based Malware Analysis

Any one who are not satisfied with their job, but want to become Malware Analysis Expert

What You Need to Know?

Basic knowledge of Python will be good

Basic Knowledge of Machine Learning and AI will be good

But everything will be taught from the round up

More details

Description
Dive into the intricate world of malware forensics with our comprehensive course, "Malware Forensics v3: AI & ChatGPT Mastery in Malware Analysis". This course is meticulously designed to provide an in-depth understanding of modern malware analysis techniques, blending AI advancements and ChatGPT's prowess with traditional forensic methods.
Chapter 1 sets the foundation, focusing on multi-stage malware analysis. Explore the balance between AI and conventional methods, delve into the mechanics of correlation analysis, and gain hands-on experience with heatmap visualizations to understand feature correlations in malware.
Chapter 2 advances into predictive analytics, teaching you to anticipate malware threats using time series modeling and ARIMA. You'll learn not just to react to malware, but to predict and prepare for future threats, solidifying your knowledge through advanced analytical labs.
Chapter 3 introduces AI-driven behavioral analysis and explainable AI, covering AI-powered behavioral profiling and practical implementation with Random Forest classifiers. This chapter demystifies AI in malware analysis, ensuring that you can not only use AI effectively but also understand and explain your models.
In Chapter 4, we delve into clustering techniques for malware variant discovery. Unpack unsupervised clustering methods, optimal clustering sizes, and feature engineering through practical labs, enhancing your skills in identifying and analyzing malware variants.
Chapter 5 explores dynamic malware and memory analysis, integrating AI for breakthroughs in this area. It covers everything from the basics of dynamic malware analysis to advanced topics like LSTM neural networks and deep learning techniques for memory dump analysis.
Chapter 6 zeroes in on ransomware, offering a comprehensive analysis and advanced prediction techniques using AI. From understanding the lifecycle of ransomware to deploying deep learning for behavior prediction and classification, this chapter equips you with the tools to tackle one of the most formidable threats in cybersecurity today.
Throughout this course, you'll gain not just theoretical knowledge, but also practical skills through various labs and hands-on sessions, preparing you to face the evolving landscape of cyber threats with confidence and expertise.

There will also be the inclusion of :
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 "Malware Forensics v3: AI &ChatGPT Mastery in Malware Analysis." 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
Any people who want to create added value to their cyber security business
Any one who want to start or pursue career in Digital Forensics
Any one who want to start or pursue career in Malware Forensics
Any one who want to start or pursue career in Malware Analysis
Anyone who want to enhance skills in Malware Analysis
Anyone who want to enhance skills in Cloud based Malware Analysis
Any one who are not satisfied with their job, but want to become Malware Analysis 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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