Password cracking is a core component of the system hacking phase. CEH materials highlight that once password hashes are obtained, attackers often perform offline cracking to avoid detection and bypass account lockout policies. Tools like Hashcat make use of hardware acceleration—specifically, GPU or multi-core CPU computing—to significantly increase cracking throughput. Hardware acceleration allows the system to perform thousands to millions of hash calculations simultaneously, dramatically improving cracking efficiency compared to traditional CPU-bound methods. While dumping SAM contents is part of credential extraction, it is not the optimization described in the scenario. Dictionary rules influence cracking strategy but not raw speed. NetBIOS spoofing is unrelated to password cracking. The emphasis here is on maximizing computational power to accelerate the hash-cracking process, aligning directly with CEH’s explanation of hardware-accelerated offline cracking techniques.