Malware Forensics v3:AI &ChatGPT Mastery in Malware Analysis
Malware Forensics v3:AI &ChatGPT Mastery in Malware Analysis
Published 1/2024
Created by Dharmanandana Reddy Pothula
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Genre: eLearning | Language: English | Duration: 26 Lectures ( 6h 39m ) | Size: 2.48 GB
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
Requirements:
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
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 CourseQuick and Friendly Support in the Q&A sectionUdemy 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
HOMEPAGE
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