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== Manual Verification == Manual techniques validate scanner findings, uncover logic flaws, and craft reliable proof-of-concept exploits. === Common Techniques === * Fuzzing input parameters to trigger crashes or unexpected responses * Reviewing source code or binaries for unsafe functions and insecure patterns * Replaying network flows in intercepting proxies to manipulate hidden fields * Debugging binaries with breakpoints to observe memory handling * Static disassembly to trace vulnerable instruction sequences * Patch diffing to spot silently fixed weaknesses * Proof-of-concept compilation to confirm exploitability and impact === Tools === * [[Burp Suite]] (intercepting proxy for web application testing) * [[ZAP]] (OWASP Zed Attack Proxy with active and passive scanners) * [[Metasploit]] (framework that aligns exploits, payloads, and post modules) * [[Ghidra]] (static disassembler and decompiler) * [[IDA Pro]] (interactive disassembler with scripting) * [[pwntools]] (Python framework for exploit development) * [[radare2]] (reverse-engineering toolkit with extensive analysis capabilities) * [[AFL]] / [[libFuzzer]] (coverage-guided fuzzers for binaries and libraries) * [[gdb]] with [[gef]] or [[pwndbg]] (enhanced debugging for binary exploitation)
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