Consider the following keyed function $F$: For security parameter $n,$ the key is an $n\times n$ boolean matrix $A$ and an $n-$bit boolean vector $b$. Define $F_{A,b} : \{0, 1\}^n->\{0, 1\}^n$ by $F_{A,b}(x) = Ax + b$, where all operations are done modulo $2.$ Show that $F$ is not a pseudorandom function.

I have thought for a whole day but could not conquer it, so hope to get the solution here. Thanks.

  • $\begingroup$ Hint; Gaussian? $\endgroup$ – kelalaka Oct 24 '18 at 11:25
  • $\begingroup$ Hint: what does $F_{A,b}(x)+F_{A,b}(y)$ equal? $\endgroup$ – Yehuda Lindell Oct 24 '18 at 15:45
  • $\begingroup$ This is exercise 3.13 in Katz and Lindell book, 2nd edition. $\endgroup$ – Rodrigo Nov 19 '18 at 15:57

I have searched the similar question in network and drawn a solution as follows:

Let's consider the distinguisher $D$ that queries its oracle $\mathcal{O}$ on arbitrary. At first, let $x=0^n$, we can get $b=\mathcal{O}(0^n)$. Then, we access the $\mathcal{O}$ with $x_1$, $x_2$, $x_1+x_2$, output $1$ if and only if $\mathcal{O}(x_1 )+\mathcal{O}(x_2 )-b=\mathcal{O}(x_1+x_2)$.

  • If $\mathcal{O}=F$, $Pr⁡\left[D^F{^{(\cdot)}} (1^n)=1\right]=1$.
  • If $\mathcal{O}=F$ for f chosen uniformly from $Func_n$, $Pr⁡[D^{f(\cdot)} (1^n )=1]=2^{-n}$.

The difference is $|1-2^{-n}|$, which is not negligible. Therefore, F is not a pseudorandom function.

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  • $\begingroup$ following the recommendation of Yehuda Lindell you could take out the computation of $b$, I think it is not necessary to obtain the same conclusion $\endgroup$ – Rodrigo Nov 19 '18 at 16:26

F verifies tons of equalities like $F(2x) = (F(x) + F(3x)) / 2$. It is highly non random.

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  • $\begingroup$ Yes. Because I don't know how the distinguishable experiment goes at first, I fail to solve it. $\endgroup$ – zack h Oct 28 '18 at 2:21

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