Malware Forensics Mastery v3: AI Advanced Predict & Analysis

سرفصل های دوره

Navigating Next-Gen Malware Analysis with AI and ChatGPT Techniques

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

1. Balancing AI and Traditional Methods for Comprehensive Malware Analysis

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

3. Lab Visualizing Feature Correlations in Malware Analysis Using Heatmaps

2. Forecasting Malware Threats Predictive Analytics and Time Series Modeling

1. Decoding Tomorrows Malware Advanced Forecasting Methods

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

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

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

1. AI-Powered Behavioral Profiling in Malware Analysis

2. Lab Implementing Malware Behavior Profiling with RF

3. Demystifying AI in Malware Analysis Explainable AI

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

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

1. Identification and Analysis of Malware Variants through Unsupervised Clustering

2. Determining Optimal Clustering Size for Effective Malware Variant Detection

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

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

1. Introduction to Dynamic malware analysis

2. Key Features for Dynamic Memory Analysis

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

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

5. Key Features for Effective Memory Analysis

6. Lab Unraveling Malware Mysteries in Memory with Volatility

7. Decoding and Analyzing Memory Dumps Using Deep Learning Techniques

8. Harnessing the Power of AI in Dynamic Malware Analysis

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

6. Deciphering Ransomware with AI Comprehensive Analysis and Advanced Prediction

1. Decoding the Ransomware Lifecycle From Initial Infiltration to Encryption

2. Lab Ransomware Analysis and Dissection

3. Advanced Predictive Techniques Utilizing Deep Learning for Ransomware Analysis

4. LabAdvanced Ransomware Behavior Prediction & Classification with Deep Learning

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تولید کننده: Udemy