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The '''Wiener's attack''', named after cryptologist Michael J. Wiener, is a type of [[cryptographic attack]], which uses the [[continued fraction]] method to exploit a mistake made in the use of [[RSA (algorithm)|RSA]]. This error could be exploited when users are doing transactions using [[credit card]] or [[mobile devices]] such as [[phone]]s. The [[public-key cryptography|public-key cryptosystem]] [[RSA (algorithm)|RSA]] is frequently used for security applications such as [[email]], [[credit card]] payments, login [[computer network|network]] access, etc. The security of RSA depends on the choice of certain parameters.
 
== Introduction ==
 
Before we discuss how Wiener's attack works, we will first briefly explain how [[RSA (algorithm)|RSA]] works. For more details see the main entry on the [[RSA (algorithm)|RSA]] cryptosystem.<br>
Let [[Alice and Bob]] be two people who want to communicate securely. More specifically, Alice wants to send a message to Bob which only Bob can read. First Bob chooses two [[primes]] ''p'' and ''q''. Then he calculates the RSA [[modular arithmetic|modulus]] ''N'' = ''pq''. This RSA modulus is made public together with the [[encryption]] exponent ''e'', ''N''  and ''e'' form the public key pair ''(e,N)''. By making this information public, anyone can [[encrypt]] messages to Bob. The [[decryption]] exponent ''d'' satisfies <math>ed=1 \bmod \varphi (N)</math>, where <math>\varphi (N)= (p-1)(q-1) </math>, is [[Euler's totient function|Euler’s phi function]] (note: this is the order of the [[multiplicative group]] <math>\mathbb{Z}_N^*</math>). The encryption exponent ''e'' and <math>\varphi (N) </math> also must be [[coprime|relatively prime]] so that there is a [[modular]] inverse. The [[factorization]] of ''N'' and the private key ''d'' are kept secret, so that only Bob can [[decrypt]] the message. We denote the private key pair as ''(d, N)''. The encryption of the message ''M'' is given by <math>C\equiv M^e\bmod N</math> and the decryption of cipher text <math>C</math> is given by <math>C^d\equiv (M^e)^d\equiv M^{(ed)}\equiv M \bmod N</math> (using [[Fermat's little theorem]]).
 
Using the [[Euclidean algorithm]], one can efficiently recover the secret key ''d'' if one knows the [[factorization]] of ''N.'' By having the secret key ''d'', one can efficiently factor the modulus of ''N''.<ref name=LR>[http://personalpages.manchester.ac.uk/postgrad/elaine.render/mathtoday.pdf. L. Render, Elaine (2007). Wiener's Attack on Short Secret Exponents.]</ref>  
   
In the RSA [[Cryptosystem]], Bob might tend to use a small value of ''d'', rather than a large random number to improve the [[RSA (algorithm)|RSA]] [[decryption]] performance. However, Wiener’s attack shows that choosing a small value for ''d'' will result in an insecure system in which an attacker can recover all secret information, i.e., break the [[RSA (algorithm)|RSA]] system. This break is based on Wiener’s Theorem, which holds for small values of ''d''. Wiener has proved that the attacker may efficiently find ''d'' when <math>d< \frac{1}{3}N^{\frac{1}{4}} </math>.<ref name=DB/>
 
Wiener's paper also presented some countermeasures against his attack that allow fast decryption. Two techniques are described as follows.
 
'''Choosing large public key''':  Replace  <math>e </math> by <math>e'</math>, where  <math>e'=e+k. \varphi (N) </math>  for some large of <math>k </math>. When <math>e'</math> is large enough, i.e. <math>e'>N^{ \frac{3}{2}} </math>, then Wiener’s attack can not be applied regardless of how small <math>d </math> is.
 
'''Using the [[Chinese Remainder Theorem]]''': Suppose one chooses ''d'' such that both <math>d_p = d \bmod\ (p-1)</math> and <math>d_{q} = d \bmod\ (q-1) </math> are small but <math>d</math> itself is not, then a fast [[decryption]] of <math>C </math> can be done as follows:
 
1. First compute <math>M_p\equiv C^{d_p} \bmod\ p </math> and <math> M_q\equiv C^{d_q} \bmod\ q </math>.<br />
2. Use the  [[Chinese Remainder Theorem]] to compute the unique value of <math>M \in \mathbb{Z_N} </math> which satisfies <math>M\equiv M_p \bmod\ p </math> and <math>M\equiv M_q \bmod\ q </math>. The result of <math>M </math> satisfies <math>M\equiv C^{d} \bmod\ N </math> as needed. The point is that Wiener’s attack does not apply here because the value of <math>d \bmod\ \varphi (N) </mathcan be large.
<ref>[http://www4.ncsu.edu/~kksivara/sfwr4c03/projects/4c03projects/XCui-Project.pdf. Cui, Xiao-lei (2005). Attack On the RSA Cryptosystem.]</ref>
 
{{See also|RSA (algorithm)#Using the Chinese remainder algorithm}}
 
== How Wiener's attack works ==
Since
 
:<math> ed=1(\bmod\ \operatorname{lcm}(p-1, q-1)) </math>,
 
there exists an integer ''K'' such that  
 
:<math> ed = K \times \operatorname{lcm}(p-1, q-1)+1 </math>
 
Define <math> G = \gcd (p-1, q-1) </math> to be substituted in the [[equation]] above which gives:
 
:<math> ed = \frac {K}{G} (p-1)(q-1)+1 </math>
 
Defining <math> k = \frac {K}{\gcd(K,G)} </math> and <math> g= \frac {G}{\gcd(K,G)} </math>, and substituting into the above gives:
 
:<math>ed = \frac {k}{g} (p-1) (q-1)+1</math>.
Divided by <math>dpq</math>: <br/>
:<math>\frac{e}{pq} = \frac{k}{dg} (1- \delta)</math>, where <math>\delta = \frac {p+q-1- \frac {g}{k}}{pq} </math>.
 
So, <math>\frac {e}{pq} </math> is slightly smaller than <math>\frac {k}{dg}</math>, and the former is composed entirely of public [[information]]. However, a method of checking a guess is still required. Assuming that <math> ed > pq </math> (a reasonable assumption unless <math> G </math> is large) the last equation above may be written as: <br/>
:<math> edg=k.(p-1)(q-1) + g</math>
By using simple [[algebra]]ic manipulations and [[identity (mathematics)|identities]], a guess can be checked for [[accuracy]].
<ref name=LR/>
 
== Wiener's theorem ==
Let <math>\ N = pq </math> with <math>\ q < p < 2q </math>. Let <math>d < \frac{1}{3} N^{\frac{1}{4}}</math>. <br />
Given <math>\left \langle N,e\right \rangle</math> with <math>ed = 1 (\bmod\ \varphi (N))</math>, the attacker can efficiently recover <math>d</math>.<ref name=DB>[http://crypto.stanford.edu/~dabo/papers/RSA-survey.pdf Boneh, Dan (1999). Twenty Years of attacks on the RSA Cryptosystem. Notices of the American Mathematical Society (AMS) 46 (2).]</ref>
 
== Example ==
Suppose that the public keys are <math>\left \langle N,e\right \rangle = \left \langle 90581,17993\right \rangle</math><br />
The attack shall determine <math>d </math>. <br />
By using Wiener's Theorem and [[continued fractions]] to [[approx]]imate <math>d</math>, first we try to find the [[continued fractions]] expansion of <math>\frac{e}{N} </math>.
Note that this algorithm finds [[fractions]] in their lowest terms.
We know that  
 
:<math>\frac{e}{N} = \frac{17993}{90581} = \cfrac{1}{5 + \cfrac{1}{29 +\dots + \cfrac{1}{3}}} = \left [0,5,29,4,1,3,2,4,3 \right ]</math>
 
According to the [[continued fraction]]s expansion of <math>\frac{e}{N} </math>, all convergents <math>\frac{k}{d}</math> are:
 
:<math> \frac{k}{d} = 0, \frac{1}{5}, \frac{29}{146}, \frac{117}{589}, \frac{146}{735}, \frac{555}{2794}, \frac{1256}{6323}, \frac{5579}{28086}, \frac{17993}{90581}</math>
 
We can verify that the first [[convergent (continued fraction)|convergent]] does not produce a factorization of <math>N</math>. However, the convergent <math>\frac{1}{5}</math> yields
 
:<math> \varphi (N) = \frac{e.d - 1}{k} = \frac{17993\times5 - 1}{1} = 89964</math>
Now, if we solve the equation
 
:<math>x^2 - \left ( \left (N - \varphi (N) \right ) + 1 \right )x + N = 0</math>
:<math>x^2 - \left ( \left (90581 - 89964 \right ) + 1 \right )x + 90581 = 0</math>
:<math>x^2 - \left (618 \right )x + 90581 = 0</math>
 
then we find the [[Equation Solving|roots]] which are <math>x = 379 ; 239</math>. Therefore we have found the factorization
 
:<math>N = 90581 = 379 \times 239 = p \times q</math>.
Notice that, for the modulus <math>N = 90581</math>, Wiener's Theorem will work if <br />
:<math>d < \frac{N^{ \frac{1}{4}}}{3} \approx 5.7828</math>.
 
=== Proof of Wiener's theorem===
The proof is based on approximations using continued fractions.<ref name=DB /><ref>[http://www.scipub.org/fulltext/jcs/jcs28665-671.pdf. Khaled Salah, Imad (2006). Mathematical Attacks on RSA Cryptosystem. Journal of Computer Science 2 (8)). pp. 665-671.]</ref> <br/>
Since <math>ed = 1\bmod \varphi (N)</math>, there exists a <math>\mathit {k}</math> such that <math>ed - k \varphi (N) = 1</math>. Therefore
 
:<math>\left | \frac {e}{\varphi (N)}- \frac {k}{d}  \right \vert = \frac{1}{d \varphi (N)}</math>.
 
Hence, <math>\frac {k}{d}</math> is an approximation of <math>\frac{e}{\varphi(N)}</math>. Although the attacker does not know <math>\varphi(N)</math>, he may use <math>N </math> to approximate it. Indeed, since
 
<math>\varphi(N)= N-p-q+1 </math> and <math>p+q-1<3 \sqrt{N} </math>, we have:
 
:<math>\left \vert p+q-1 \right \vert < 3 \sqrt{N}</math>
:<math>\left \vert N+1-\varphi (N)-1 \right \vert < 3 \sqrt{N}</math>
 
Using <math>N</math> in place of <math>\varphi(N)</math> we obtain:
 
:<math>\left \vert \frac{e}{N}- \frac{k}{d} \right \vert = \left \vert \frac{ed-kN}{Nd} \right \vert </math>
::::<math>\qquad = \left \vert \frac{ed-k \varphi (N)-kN+k \varphi (N)}{Nd} \right \vert </math>
::::<math>= \left \vert \frac{1-k(N- \varphi (N))}{Nd} \right \vert </math>
::::<math>\le \left \vert \frac{3k \sqrt{N}}{Nd} \right \vert = \frac {3k \sqrt{N}}{\sqrt{N} \sqrt{N}d} = \frac {3k}{d \sqrt{N}} </math>
 
Now, <math>k \varphi (N)=ed-1<ed </math>, so <math>k \varphi (N)<ed </math>. Since <math>e< \varphi (N) </math>, so <math>k \varphi (N)<ed< \varphi (N)d </math>, then we obtain: <br /> 
:<math>k \varphi (N)<\varphi (N)d</math>
:::<math>k<d</math>
 
Since <math>k<d </math> and <math>d< \frac{1}{3} N^{ \frac{1}{4}} </math>.
Hence we obtain:
 
: (1) <math>\left \vert \frac{e}{N}- \frac{k}{d} \right \vert \le \frac{1}{dN^{ \frac{1}{4}}}</math>
 
Since <math>d< \frac{1}{3}N^{ \frac{1}{4}},2d<3d,</math> then <math>2d<3d<N^{ \frac{1}{4}} </math>, we obtain:
 
:<math>2d<N^{ \frac{1}{4}},</math>, so (2) <math>\frac{1}{2d}> \frac{1}{N^{ \frac{1}{4}}}</math>
From (1) and (2), we can conclude that
 
:<math>\left \vert \frac{e}{N}- \frac{k}{d} \right \vert \le \frac{3k}{d \sqrt{N}}< \frac{1}{d \cdot 2d}= \frac{1}{2d^2} \blacksquare</math>
 
== References ==
{{Reflist}}
 
== Further reading ==
* [http://portal.acm.org/citation.cfm?id=1754497 Coppersmith, Don (1996). Low-Exponent RSA with Related Messages. Springer-Verlag Berlin Heidelberg.]
* [http://www.ijcaonline.org/journal/number17/pxc387556.pdf Jose, Justin (2010). Study of RSA and Proposed Variant Against Wiener's Attack. International Journal of Computer Applications.]
* [http://arxiv.org/PS_cache/cs/pdf/0402/0402052v1.pdf Dujella, Andrej (2004). Continued Fractions and RSA with Small Secret Exponent.]
 
* {{cite book
| first = Douglas | last = R. Stinson
| title = Cryptography Theory and Practice
| edition =  2e
| publisher =  A CRC Press Company | year = 2002
| isbn = 1-58488-206-9 | pages = 200–204}}
 
[[Category:Asymmetric-key algorithms]]
[[Category:Cryptographic attacks]]

Latest revision as of 18:01, 26 April 2013

The Wiener's attack, named after cryptologist Michael J. Wiener, is a type of cryptographic attack, which uses the continued fraction method to exploit a mistake made in the use of RSA. This error could be exploited when users are doing transactions using credit card or mobile devices such as phones. The public-key cryptosystem RSA is frequently used for security applications such as email, credit card payments, login network access, etc. The security of RSA depends on the choice of certain parameters.

Introduction

Before we discuss how Wiener's attack works, we will first briefly explain how RSA works. For more details see the main entry on the RSA cryptosystem.
Let Alice and Bob be two people who want to communicate securely. More specifically, Alice wants to send a message to Bob which only Bob can read. First Bob chooses two primes p and q. Then he calculates the RSA modulus N = pq. This RSA modulus is made public together with the encryption exponent e, N and e form the public key pair (e,N). By making this information public, anyone can encrypt messages to Bob. The decryption exponent d satisfies ed=1modφ(N), where φ(N)=(p1)(q1), is Euler’s phi function (note: this is the order of the multiplicative group N). The encryption exponent e and φ(N) also must be relatively prime so that there is a modular inverse. The factorization of N and the private key d are kept secret, so that only Bob can decrypt the message. We denote the private key pair as (d, N). The encryption of the message M is given by CMemodN and the decryption of cipher text C is given by Cd(Me)dM(ed)MmodN (using Fermat's little theorem).

Using the Euclidean algorithm, one can efficiently recover the secret key d if one knows the factorization of N. By having the secret key d, one can efficiently factor the modulus of N.[1]

In the RSA Cryptosystem, Bob might tend to use a small value of d, rather than a large random number to improve the RSA decryption performance. However, Wiener’s attack shows that choosing a small value for d will result in an insecure system in which an attacker can recover all secret information, i.e., break the RSA system. This break is based on Wiener’s Theorem, which holds for small values of d. Wiener has proved that the attacker may efficiently find d when d<13N14.[2]

Wiener's paper also presented some countermeasures against his attack that allow fast decryption. Two techniques are described as follows.

Choosing large public key: Replace e by e, where e=e+k.φ(N) for some large of k. When e is large enough, i.e. e>N32, then Wiener’s attack can not be applied regardless of how small d is.

Using the Chinese Remainder Theorem: Suppose one chooses d such that both dp=dmod (p1) and dq=dmod (q1) are small but d itself is not, then a fast decryption of C can be done as follows:

1. First compute MpCdpmod p and MqCdqmod q.
2. Use the Chinese Remainder Theorem to compute the unique value of M which satisfies MMpmod p and MMqmod q. The result of M satisfies MCdmod N as needed. The point is that Wiener’s attack does not apply here because the value of dmod φ(N) can be large. [3]

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How Wiener's attack works

Since

ed=1(mod lcm(p1,q1)),

there exists an integer K such that

ed=K×lcm(p1,q1)+1

Define G=gcd(p1,q1) to be substituted in the equation above which gives:

ed=KG(p1)(q1)+1

Defining k=Kgcd(K,G) and g=Ggcd(K,G), and substituting into the above gives:

ed=kg(p1)(q1)+1.

Divided by dpq:

epq=kdg(1δ), where δ=p+q1gkpq.

So, epq is slightly smaller than kdg, and the former is composed entirely of public information. However, a method of checking a guess is still required. Assuming that ed>pq (a reasonable assumption unless G is large) the last equation above may be written as:

edg=k.(p1)(q1)+g

By using simple algebraic manipulations and identities, a guess can be checked for accuracy. [1]

Wiener's theorem

Let  N=pq with  q<p<2q. Let d<13N14.
Given N,e with ed=1(mod φ(N)), the attacker can efficiently recover d.[2]

Example

Suppose that the public keys are N,e=90581,17993
The attack shall determine d.
By using Wiener's Theorem and continued fractions to approximate d, first we try to find the continued fractions expansion of eN. Note that this algorithm finds fractions in their lowest terms. We know that

eN=1799390581=15+129++13=[0,5,29,4,1,3,2,4,3]

According to the continued fractions expansion of eN, all convergents kd are:

kd=0,15,29146,117589,146735,5552794,12566323,557928086,1799390581

We can verify that the first convergent does not produce a factorization of N. However, the convergent 15 yields

φ(N)=e.d1k=17993×511=89964

Now, if we solve the equation

x2((Nφ(N))+1)x+N=0
x2((9058189964)+1)x+90581=0
x2(618)x+90581=0

then we find the roots which are x=379;239. Therefore we have found the factorization

N=90581=379×239=p×q.

Notice that, for the modulus N=90581, Wiener's Theorem will work if

d<N1435.7828.

Proof of Wiener's theorem

The proof is based on approximations using continued fractions.[2][4]
Since ed=1modφ(N), there exists a 𝑘 such that edkφ(N)=1. Therefore

|eφ(N)kd|=1dφ(N).

Hence, kd is an approximation of eφ(N). Although the attacker does not know φ(N), he may use N to approximate it. Indeed, since

φ(N)=Npq+1 and p+q1<3N, we have:

|p+q1|<3N
|N+1φ(N)1|<3N

Using N in place of φ(N) we obtain:

|eNkd|=|edkNNd|
=|edkφ(N)kN+kφ(N)Nd|
=|1k(Nφ(N))Nd|
|3kNNd|=3kNNNd=3kdN

Now, kφ(N)=ed1<ed, so kφ(N)<ed. Since e<φ(N), so kφ(N)<ed<φ(N)d, then we obtain:

kφ(N)<φ(N)d
k<d

Since k<d and d<13N14. Hence we obtain:

(1) |eNkd|1dN14

Since d<13N14,2d<3d, then 2d<3d<N14, we obtain:

2d<N14,, so (2) 12d>1N14

From (1) and (2), we can conclude that

|eNkd|3kdN<1d2d=12d2

References

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Further reading

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