▍The Hidden Subgroup Problem is an important problem from Computer
Science / Mathematics and actually covers several well known problems as a
special case. The formal statement of the problem is:
Definition [Hidden Subgroup Problem (HSP)] Let $\mathbb{G}$ be a group and $\mathbb{H}$ an unknown subgroup of
$\mathbb{G}$, i.e., $\mathbb{H} \leq \mathbb{G}$. Let $S$ be any set and $f$
be a function that maps the group elements of $\mathbb{G}$ to $S$, i.e., $f:
\mathbb{G} \rightarrow S$. The function $S$ has the special property that it
can distinguish cosets of $\mathbb{H}$: $$ f(e_1) = f(e_2) \Leftrightarrow
e_1\mathbb{H} = e_2\mathbb{H} $$ The Problem is, given $\mathbb{G}$ and access
to the function $f$, to determine a generating set for the subgroup
$\mathbb{H}$ ∎
The notation $e\mathbb{H}$ denotes the coset $$e\mathbb{H} =
\left\{eh | h \in \mathbb{H}\right\}$$. Problems that can be described as an
instance of the HSP are for example:
- Integer Factorization Problem
- Discrete Logarithm Problem
- Shortest Vector Problem
- Deutsch Problem
- Simon's Problem
and probably many more. The definition of the HSP above seems very abstract,
but the subgroup $\mathbb{H}$ actually covers the usual integers of
interest, e.g. divisors of $\varphi(N)$ in case of the Factorization Problem
or multiples of the exponents in question in case of the Discrete Logarithm
Problem. Shors Algorithm is a special instance of an HSP-Solver that finds the
period of the function $g^x \pmod{N}$, i.e., it finds divisors of $\varphi(N)$. However, his algorithm only works in the ablian case. How to solve the HSP efficiently for non abelian groups is not known, also for quantum computers. The Shortest Vector Problem is a hard problem for quantum computers. So it is no surprise, that the reduction from SVP to HSP brings into play a non abelian group, the dihidral group.
Let us take a closer look at the first two problems and how they translate to a HSP. Therefore, we restate these two problems how they are usually defined:
Definition [Integer Factorization Problem (IFP)] Given an integer $N$, an
integer $g$ that is co-prime to $N$. Let $\langle g \rangle^*$ be the
subgroup of $\mathbb{Z}^*_N$ generated by $g$ of size $r$. Find a
non-trivial factor of $N$ ∎
Definition [Discrete Logarithm Problem (DLP)] Given a multiplicative cyclic group $\langle g \rangle^*$ of size $N$ and an integer $r \in \langle g \rangle$. Find an integer $e \in \{0,1,\ldots,N-1\}$ such that $g^e = r$ ∎
Then we get the following instantiations of $\mathbb{G},\mathbb{H},S$ and $f$:
Problem | $\mathbb{G}$ | $\mathbb{H}$ | $S$ | $\mathbb{f}$ |
---|---|---|---|---|
IFP | $\mathbb{Z}^+_{\varphi(N)}$ | $\langle r \rangle^+$ | $\mathbb{Z}^*_N$ | $f(x) = g^x \pmod{N}$ |
DLP | $\mathbb{Z}^+_N\times \mathbb{Z}^+_N$. | $\langle (e,1) \rangle^+$. | $\langle g \rangle^*$. | $f(x,y) = g^xr^{-y}$ |
. | . | . | . |
Lets make a small numerical example: Let $N=15 = 3\cdot 5$. It is $\varphi(15) = 8$. We choose $g = 7$ so $\langle 7 \rangle^* = \{7,4,13,1\}$ hence $r = 4$. It is $\mathbb{G} = \mathbb{Z}^+_8 = \{0,1,2,3,4,5,6,7\}$ and $\mathbb{H} = \langle r\rangle^+ = \{0,4\}$ is a subgroup of $\mathbb{G}$. The function $f$ is $7^x \pmod{15}$ and $S = \{1,2,4,7,8,11,13,14\}$. The unique cosets of $\mathbb{H}$ are
- $\{0,4\}$ so $f(0) = f(4) = 1\pmod{15}$
- $\{1,5\}$ so $f(1) = f(5) = 7\pmod{15}$
- $\{2,6\}$ so $f(2) = f(6) = 4\pmod{15}$
- $\{3,7\}$ so $f(3) = f(7) = 13\pmod{15}$
and are distinguishable by $f$.
RSA as Hidden Subgroup Problem
Definition [RSA Problem] Given an RSA modulus $N$ and the public exponent $e$ and an integer $C$, find $m$ such that $m^e \equiv C\pmod{N}$ ∎
As far as i know, the RSA Problem has never been formulated as a HSP, so i came up with the following solution:
- $\mathbb{H} = \{m, m+N,m+2N,\ldots\}$
- $\mathbb{G} = \mathbb{Z}$ whereof the group operation is $\circ_m(a,b) := a+b - m$. With this operation $\mathbb{H}$ is indeed a subgroup of $\mathbb{G}$ (Notice that the neutral element is $m$ and the inverse of an element is $a^{-1} = 2m-a$ (for $m=0$ we get the normal addition)).
- We set $S = \mathbb{Z}^*_N$.
- The function $f(x) = x^e\pmod{N}$.
$$c\mathbb{H} = \{m+c, m+c+N, m+c+2N, \ldots\}$$
for two different $c$.
Question: Does the term "given a group $\mathbb{G}$" forbid the definition of a valid but non accessible group operation? Is it enough that someone could, even not knowing $m$, compute $$\circ_m(a,b) - \circ_m(u,v) = a+b-u-v$$ I asked this question already several people, but no one actually knew an answer.
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