Des. Codes Cryptogr. (2008) 49:123–134
DOI 10.1007/s10623-008-9177-7
On non-negligible bias of the first output byte of RC4
towards the first three bytes of the secret key
Goutam Paul · Siddheshwar Rathi · Subhamoy Maitra
Received: 30 May 2007 / Revised: 29 November 2007 / Accepted: 5 December 2007 /
Published online: 8 April 2008
© Springer Science+Business Media, LLC 2008
Abstract In this paper, we show that the first byte of the keystream output of RC4 has
non-negligible bias towards the sum of the first three bytes of the secret key. This result
is based on our observation that the index, where the first byte of the keystream output is
chosen from, is approximately twice more likely to be 2 than any other value. Our technique
is further used to theoretically prove Roos’s experimental observation (A class of weak keys
in the RC4 stream cipher, 1995) related to weak keys.
Keywords Bias · Cryptanalysis · Keystream · Permutation · RC4 · Stream cipher
AMS Classification 94A60
1 Introduction
RC4 is one of the most popular stream ciphers in cryptologic literature and it has wide appli-
cations in industry till date. This cipher has been analyzed for more than a decade in open
This is a revised and extended version of the paper that has been presented in International Workshop on
Coding and Cryptography, April 16–20, 2007 (WCC 2007), Versailles, France.
Siddheshwar Rathi was a researcher at Applied Statistics Unit, Indian Statistical Institute, Kolkata. We were
shocked by his sudden demise on October 28, 2006. Siddheshwar had observed and proved Theorem 2.
However, we, the other two co-authors, noted the consequence of this theorem at a later date. In fact, we
were attracted towards the analysis of RC4 due to Siddheshwar’s enthusiasm. Unfortunately, Siddheshwar
could not see this paper published.
G. Paul
Department of Computer Science and Engineering, Jadavpur University, Kolkata 700 032, India
e-mail: goutam_paul@cse.jdvu.ac.in
S. Rathi
Kolkata, India
S. Maitra (B )
Applied Statistics Unit, Indian Statistical Institute, Kolkata 700 108, India
e-mail: subho@isical.ac.in
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