Reinforcing System-Assigned Passphrases Through Implicit Learning
Zeinab Joudaki, Julie Thorpe, Miguel Vargas Martin
Abstract
People tend to choose short and predictable passwords that are vulnerable to guessing attacks. Passphrases are passwords consisting of multiple words, initially introduced as more secure authentication keys that people could recall. Unfortunately, people tend to choose predictable natural language patterns in passphrases, again resulting in vulnerability to guessing attacks. One solution could be system-assigned passphrases, but people have difficulty recalling them. With the goal of improving the usability of system-assigned passphrases, we propose a new approach of reinforcing systemassigned passphrases using implicit learning techniques. We design and test a system that implements this approach using two implicit learning techniques: contextual cueing and semantic priming. In a 780-participant online study, we explored the usability of 4-word system-assigned passphrases using our system compared to a set of control conditions. Our study showed that our system significantly improves usability of system-assigned passphrases, both in terms of recall rates and login time.
Ask about this paper
Your agent reads all of it.
Lune indexed this paper to the last equation, along with the top-tier papers that cite it. Ask a question and the answer quotes them.
Cited by top-tier papers2
- Memory Manipulations in Extended RealityElise Bonnail, Wen-Jie Tseng, Mark McGill, Eric Lecolinet et al.CHI 2023 · 49 citations
- "Get in Researchers; We're Measuring Reproducibility": A Reproducibility Study of Machine Learning Papers in Tier 1 Security ConferencesDaniel Olszewski, Allison Lu, Carson Stillman, Kevin Warren et al.CCS 2023 · 19 citations
Builds on3
- Targeted Online Password Guessing: An Underestimated ThreatDing Wang, Zijian Zhang, Ping Wang, Jeff Yan et al.CCS 2016 · 385 citations
- Data Breaches, Phishing, or Malware?: Understanding the Risks of Stolen CredentialsKurt Thomas, Frank Li, Ali Zand, Jacob Barrett et al.CCS 2017 · 248 citations
- Towards Implicit Visual Memory-Based AuthenticationClaude Castelluccia, Markus Dürmuth, Maximilian Golla, Fatma DenizNDSS 2017 · 32 citations
Related papers
- How Do We Create a Fantabulous Password?Simon S. WooWWW 2020 · 4 citations
- Priming through Persuasion: Towards Secure Password BehaviorRizu Paudel, Mahdi Nasrullah Al-AmeenCSCW 2024 · 14 citations
- Better, Funner, Stronger: A Gameful Approach to Nudge People into Making Less Predictable Graphical Password ChoicesGeorge E. Raptis, Christina P. Katsini, Andrew Jian-lan Cen, Nalin Asanka Gamagedara Arachchilage et al.CHI 2021 · 28 citations
- Forgetting of Passwords: Ecological Theory and DataXianyi Gao, Yulong Yang, Can Liu, Christos Mitropoulos et al.USENIX Security 2018 · 31 citations
- An Empirical Study of Mnemonic Sentence-based Password Generation StrategiesWeining Yang, Ninghui Li, Omar Chowdhury, Aiping Xiong et al.CCS 2016 · 48 citations
