Discrete Lyapunov Exponent and Differential Cryptanalysis

Partly motivated by the developments in chaos-based block cipher design, a definition of the discrete Lyapunov exponent for an arbitrary permutation of a finite lattice was recently proposed. We explore the relation between the discrete Lyapunov exponent and the maximum differential probability of a bijective mapping (i.e., an S-box or the mapping defined by a block cipher). Our analysis shows that "good" encryption transformations have discrete Lyapunov exponents close to the discrete Lyapunov exponent of a mapping that has a perfect nonlinearity. The converse does not hold.

[1]  L. Kocarev Chaos-based cryptography: a brief overview , 2001 .

[2]  J. Cernák Digital generators of chaos , 1996 .

[3]  N. F. Pedersen,et al.  Chaos and noise rise in Josephson junctions , 1981 .

[4]  Clifford A. Pickover,et al.  Pattern formation and chaos in networks , 1988, CACM.

[5]  X. Mou,et al.  On the security of a chaotic encryption scheme: problems with computerized chaos in finite computing precision , 2003 .

[6]  Pérez,et al.  Extracting messages masked by chaos. , 1995, Physical review letters.

[7]  K. Mischaikow,et al.  Chaos in the Lorenz equations: a computer-assisted proof , 1995, math/9501230.

[8]  Ljupco Kocarev,et al.  Discrete Chaos-I: Theory , 2006, IEEE Transactions on Circuits and Systems I: Regular Papers.

[9]  Leon O. Chua,et al.  Chaos in digital filters , 1988 .

[10]  Olivier Temam,et al.  Chaos in computer performance , 2005, Chaos.

[11]  Michael Peter Kennedy,et al.  The role of synchronization in digital communications using chaos. II. Chaotic modulation and chaotic synchronization , 1998 .

[12]  Ljupco Kocarev,et al.  Chaotic block ciphers: from theory to practical algorithms , 2006, IEEE Transactions on Circuits and Systems I: Regular Papers.

[13]  Guanrong Chen,et al.  On the Dynamical Degradation of Digital Piecewise Linear Chaotic Maps , 2005, Int. J. Bifurc. Chaos.

[14]  Leon O. Chua,et al.  A new class of pseudo-random number generator based on chaos in digital filters , 1993, Int. J. Circuit Theory Appl..

[15]  M. Blank Discreteness and Continuity in Problems of Chaotic Dynamics , 1997 .

[16]  Eli Biham,et al.  Differential cryptanalysis of DES-like cryptosystems , 1990, Journal of Cryptology.