Shuqiao Zhang
1 indexed paper
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126
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Crypto×1AI×1Software Eng.×1
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2026
Hackers or Hallucinators? A Comprehensive Analysis of LLM-Based Automated Penetration Testing
This paper provides the first comprehensive systematization and large-scale empirical evaluation of existing LLM-based Automated Penetration Testing (AutoPT) frameworks, offering a structured taxonomy and unified benchmark for the field.
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cs.CRcs.AIcs.SERecentApr 7, 2026
Hackers or Hallucinators? A Comprehensive Analysis of LLM-Based Automated Penetration Testing
Jiaren Peng, Zeqin Li, Chang You, Yan Wang +16 more
This paper provides the first comprehensive systematization and large-scale empirical evaluation of existing LLM-based Automated Penetration Testing (AutoPT) frameworks, offering a structured taxonomy…
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