Special Characters Usage and Its Effect On Password Security

Daojing He*, Zhiyong Liu, Shanshan Zhu, Sammy Chan, Mohsen Guizani

*Corresponding author for this work

Research output: Journal Publications and ReviewsRGC 21 - Publication in refereed journalpeer-review

7 Citations (Scopus)

Abstract

Continuously preventing weak password attacks is one of the most important initiatives to secure IoT and smart contract platforms. Despite their significance as crucial components of passwords, special character segments have been overlooked. This study systematically studies the basic characteristics and semantic patterns of special character segments. We assess the efficacy of special character segment characteristics in cracking trials through assimilation into the latest Probabilistic Context-Free Grammar (PCFGv4) method for password cracking by updating the pre-terminal structure or performing special character segment transformation. Experimental findings demonstrate that a mere 6% transformation rate improves the cracking rate by 3.72% under the optimal assimilation combination. Our investigation reveals that the current password creation policies of mainstream IoT platforms and smart contract wallets overestimate the strength of passwords with special characters. To enhance their passwords, users can employ low-frequency special character semantic strings. For IoT platforms or smart contract wallets, the use of blacklist constructed from special character segment characteristics can effectively mitigate the risk of overestimating the strength of passwords with special characters. © 2024 IEEE.
Original languageEnglish
Pages (from-to)19440-19453
JournalIEEE Internet of Things Journal
Volume11
Issue number11
Online published19 Feb 2024
DOIs
Publication statusPublished - 1 Jun 2024

Funding

This work was supported in part by the National Natural Science Foundation of China under Grant 62376074; in part by the National Key Research and Development Program of China under Grant 2021YFB2700900; in part by the Shenzhen Science and Technology Program under Grant KCXST20221021111404010, Grant JSGG20220831103400002, Grant JSGGKQTD20221101115655027, Grant KJZD20230923114405011, and Grant SGDX20230116091244004; in part by the Fok Ying Tung Education Foundation of China under Grant 171058; and in part by the University Grants Committee of the Hong Kong Special Administrative Region, China, under Project CityU 11201421.

Research Keywords

  • Dictionaries
  • Internet of Things
  • IoT platforms security
  • password analysis
  • password protection
  • Passwords
  • Probabilistic logic
  • Security
  • Semantics
  • smart contract wallet security
  • Smart contracts
  • weak password attack
  • Internet of Things (IoT) platforms security

RGC Funding Information

  • RGC-funded

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