Another view of the division property
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1 Another view of the division property Christina Boura and Anne Canteaut Université de Versailles-St Quentin, France Inria Paris, France Dagstuhl seminar, January 2016
2 Motivation E K : block cipher with block size n Choose a set of inputs X F n 2 Aim: find a distinguishing property of {E K (x), x X} valid for all K At Eurocrypt 2015, Yosuke Todo introduced the division property as a generalization of integral and higher-order differential distinguishers. 1
3 Outline Characterizing a set by its parity-set Propagation of a parity-set through a block cipher Application to Present 2
4 Monomials of n variables For x and u in F n 2, Example: For u = (0101), x u = n i=1 x u i i x u = x 0 4 x1 3 x0 2 x1 1 = x 3x 1 Evaluation at Point x = (0011): = 1011 = 0 Evaluation of a monomial: i.e., u i x i for all 1 i n. x u = 1 if and only if u x 3
5 Parity set of a set Definition. Let X F n 2. Its parity set is U(X) = { u F n 2 : x X x u = 1 } Example: U(000) = {000} U(010) = {000, 010} U(011) = {000, 010, 001, 011} Then X = {000, 010, 011} U(X) = {000, 001, 011} 4
6 Correspondence between a set and its parity-set Incidence vector of a set X F n 2 : v X : vector of length 2 n having a 1 at all positions x X Proposition. Gv X = v U(X) where G is the binary square matrix such that G a,b = b a or equivalently i.e. G a,b = 1 if and only if a b 5
7 Matrix G for n = 3 Gv X = v U(X)
8 Matrix G for n = 3 Gv X = v U(X) Definition. The Reed-Muller code of length 2 n and order r, RM(r, n), is the set of all (f(x), x F n 2 ) with deg f r. G: generator matrix of RM(n, n) 7
9 Unicity of the parity set G has full-rank and G 1 = G Gv X = v U(X) Theorem. Examples: For any U F n 2, there exists a unique X Fn 2 U = U(X) such that U(X) = if and only if X =. U(X) = {u : u x} if and only if X = {x}. U(X) = {u} if and only if X is the subspace of dimension wt(u) defined by X = {x : x u}. U(X) = {1111} if and only if X = F n 2 8
10 Division property [Todo 15] Definition. if X F n 2 fulfills the division property Dn k, where 0 k n U(X) {u F n 2 : wt(u) k} The rows of G defined by the exponents u with wt(u) < k form a generator matrix of the Reed-Muller code of order (k 1). Corollary. X F n 2 fulfills the division property Dn k if and only if its incidence vector belongs to RM(k 1, n) = RM(n k, n). 9
11 Some direct consequences Corollary. [Sun et al. 15] If X fulfills D n k, then X 2k. Equality holds if and only if X is an affine subspace of dimension k. Some specific cases: X fulfills D1 n : X is even. X fulfills D n 2 : x X x = 0 [BALANCED] X fulfills D n n : U(X) = {1...1} X = Fn 2 [ALL] X fulfills D n n 1 : v X RM(1, n) or equivalently X is an (affine) hyperplane. 10
12 Propagation of a parity set through a block cipher 11
13 Determining U(S(X)) from U(X) v U(S(X)) S v (x) = 1 x X implies that the ANF of S v (x) contains some x u with u U(X) Proposition. Let V S (u) = {v F n 2 : Sv (x) contains x u } Then, U(S(X)) u U(X) V S (u) 12
14 V S (u) for Present Sbox a c 7 b d e f 0 x x x x 1 x x x x 2 x x x x 4 x x x x 8 x x x x x x 3 x x x x x x x x 5 x x x 9 x x x x x x 6 x x x x x x a x x x x x x x x x x c x x x x 7 x x x x x x x b x x x x x x x x x x d x x x x x x x e x x x x x x f x 13
15 Computing V S (u) from the inverse Sbox Theorem. Let S : x S 1 (x). Then, S(x) v contains x u if and only if S (x) u contains x v. V s (u) = {v : [S (x)] u contains x v } Example: The 1st coordinate of S is: 1 + x 1 + x 2 + x 3 + x 4 + x 2 x 4 V S (1110) = {0101, 0111, 1011, 1101, 1110, 1111} 14
16 Propagation through key addition (x k) v = u v x u k v u Then, U(Add K (X)) u U(X) {v F n 2 : v u} 15
17 Application to Present 16
18 Division distinguisher on a 3-round SPN with 4-bit Sboxes [Todo 15] Integral attack: X = C C C C C C C C C C C C C A A A invariant under the key addition and the first Sbox layer Let F = first linear layer + rounds 2 and 3. Since deg F 9 and dim X = 12, E K (X) is balanced. 17
19 Division distinguisher on a 3-round SPN with 4-bit Sboxes [Todo 15] X = C C C C C C C C C C C C C A A A In terms of parity sets: X = α + V where V = {x : x fff} U(X) {u : u fff} For each Sbox, V S (f) = {v : S v (x) contains x f } = {f}. After the first Sbox layer, U {u : u fff}. After F with deg F 9: U(E K (X)) u U V F (u) But V F (u) = {v : F v (x) contains x u } contains no v with wt(v) 1 when wt(u) 12. U(E K (X)) {v : wt(v) 2} 18
20 Division distinguisher on 4 rounds exploiting the linear layer X = C C C C C C C C C C C C A A A C U(X) = {u : u fff0} invariant under the 1st Sbox layer: After the 1st linear layer: U = {u : u 000e000e000e000e} 4 active superboxes After the 3rd Sbox layer: U {u : wt(u) 4} After the 3rd linear layer: U {u with 2 active nibbles} { f,..., f } invariant under the 4th Sbox layer U(E K (X)) {v : wt(v) 2} 19
21 Does not work on 5 rounds u U f f f 0 after 1st S-layer f f f 0 after 1st P-layer e e e e after 2nd S-layer after 2nd P-layer after 3rd S-layer after 3rd P-layer after 4th S-layer after 4th P-layer after 5th S-layer
22 Conclusions The notion of parity set enables us to capture more situations than the division property. Further improvements. We can use some other properties of the output parity set: for any fixed u, the probability that u U(X) is 1/2. 21
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