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Jialin Chen

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Open access Aug 2026

PassBitNet: low-resource password guessing using 1-Bit quantized transformers

Large language models (LLMs) demonstrate exceptional accuracy in password-guessing tasks, but their massive memory cost, high computational demands, and high duplicate rates severely limit deployment in resource-constrained scenarios. This paper introduces the 1-bit/1.58-bit quantized BitNet architecture to the passwor...

Xinyi Zhang, Jialin Chen, Fan Zhang et al. · 0 citations

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