On the Memorability of System-generated PINs: Can Chunking Help?

Abstract

To ensure that users do not choose weak personal identification numbers (PINs), many banks give out systemgenerated random PINs. 4-digit is the most commonly used PIN length, but 6-digit system-generated PINs are also becoming popular. The increased security we get from using system-generated PINs, however, comes at the cost of memorability. And while banks are increasingly adopting systemgenerated PINs, the impact on memorability of such PINs has not been studied. We conducted a large-scale online user study with 9,114 participants to investigate the impact of increased PIN length on the memorability of PINs, and whether number chunking 1 techniques (breaking a single number into multiple smaller numbers) can be applied to improve memorability for larger PIN lengths. As one would expect, our study shows that system-generated 4-digit PINs outperform 6-, 7-, and 8-digit PINs in long-term memorability. Interestingly, however, we find that there is no statistically significant difference in memorability between 6-, 7-, and 8-digit PINs, indicating that 7-, and 8-digit PINs should also be considered when looking to increase PIN length to 6-digits from currently common length of 4-digits for improved security. By grouping all 6-, 7-, and 8-digit chunked PINs together, and comparing them against a group of all non-chunked PINs, we find that chunking, overall, improves memorability of system-generated PINs. To our surprise, however, none of the individual chunking policies (e.g., 0000-00-00) showed statistically significant improvement over their peer non� Part of this work was done while Dr. Huh and Dr. Bobba were at the University of Illinois. 1 Note that our notion of chunking differs from the traditional notion in that we do not chunk numbers into semantically meaningful pieces.