Malware Forensics v2: Classic&AI/ChatGPT in Decoding&Evasion

سرفصل های دوره

Harnessing Classic Techniques, AI Strategies, and ChatGPT for Comprehensive Malware Analysis

1 - Malware Forensics Classic Strategies and AIDriven Techniques

1 - Harnessing AI in Malware Forensics

2 - Overview of Malware Forensics and Essential Tools

3 - The Role of AI in Uncovering Malware Secrets

2 - Decoding the Hidden Unpacking and Analyzing Encoded Malware

4 - Malware Obfuscation and Evasion Techniques

5 - Lab Exercise Encoding Executable Files with UPX

6 - Demystifying Executables Insights into PEiD

7 - Lab Exercise Analyzing Encoded Malicious Executables with PEiD

8 - Decoding Executable with EXEinfo PE

9 - Lab Exercise Insights into Encoded Executable File with EXEinfoPE

10 - Lab Exercise Decoding UPXPacked Malware with VirusTotal Analysis

11 - Lab Exercise Dissecting UPXPacked Malware with Jottis Virus Scan

3 - Advanced Evasion Techniques and Analyzing Encrypted Malware

12 - Advanced Malware Evasion Techniques

13 - Unveiling the Cloak Malware Evasion and Detection Strategies

14 - LAB Encrypted Malware Executable File Analysis by VT VSJ

15 - LAB Payload Encryption Malware Analysis

16 - LAB Partial File Encryption Payload Injection Malware Analysis

17 - Unveiling Hidden Malware Techniques for Behavioral Analysis of Encrypted Execut

18 - Navigating the Blind Spots Strategies for Responses to Malware Evasion Techniqu

4 - AI ChatGPT Driven Malware Analysis Static Techniques to Reverse Engineering

19 - Fundamentals of Static Malware File Analysis

20 - Advanced Predictive Modeling Techniques in Malware Analysis

21 - Key Static Features Identification for Enhanced AI Malware Analysis

22 - Lab Exercise AI in Static Malware Analysis

23 - Lab Exercise Neural Networks in Static Malware Analysis

24 - Lab Exercise Utilizing Random Forest Regressors in Malware Impact Prediction

25 - Lab Exercise ChatGPTAssisted Reverse Engineering in Malware Assembly Analysis

5 - AI in Malware Forecasting Beyond Detection to Predicting Malware Intrusions

26 - Correlation Analysis in MultiStage Malware Detection

27 - Lab Heatmap Visualization of Feature Correlations in Malware Detection

28 - Proactive Prediction Techniques for Malware Threats

29 - Evolving Malware Threat Forecasting Advanced Time Series Analysis

30 - Lab Time Series Analysis TSA in Forecasting Future Malware Threats

6 - Advancing into NextGen ChatGPT and AIDriven Malware Analysis

31 - Recap and Integration of Learned Concepts

32 - Preview of Advanced Topics in AIDriven Malware Analysis

33 - Closing Thoughts and Encouragement for Continuous Learning

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تولید کننده: Udemy