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Advanced Dynamic Analysis Techniques

Dynamic analysis involves executing malware within a controlled, instrumented environment to observe behavior, identify runtime modifications, and uncover anti-analysis techniques. Unlike static analysis, which examines binary code without execution, dynamic analysis reveals how malware interacts with system resources, manipulates memory, and evades detection. In this chapter, we address: User-Mode Debugging: Techniques using OllyDbg and WinDbg. Runtime Memory Inspection: Methods to inspect and manipulate memory, including self-modifying code. Kernel-Level Behavior: Understanding how advanced malware hooks into the operating system at the kernel level. The analysis approach integrates both static techniques via Ghidra and dynamic techniques using live debugging tools, which is critical in handling obfuscation and anti-analysis measures.