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In [[cryptography]], an adversary's '''advantage''' is a measure of how successfully it can attack a cryptographic [[algorithm]], by distinguishing it from an idealized version of that type of algorithm.  Note that in this context, the "[[Adversary (cryptography)|adversary]]" is itself an algorithm and not a [[person]].  A cryptographic algorithm is considered secure if no adversary has a non-[[negligible]] advantage, subject to specified bounds on the adversary's computational resources (see [[concrete security]]).  "Negligible" usually means "within [[Big O notation|O]](2<sup>-p</sup>)" where p is a [[security parameter]] associated with the algorithm.  For example, p might be the number of bits in a block cipher's [[key (cryptography)|key]].
 
== Description of concept ==
 
Let F be an [[oracle machine|oracle]] for the function being studied, and let G be an oracle for an idealized function of that type.  The adversary A is a probabilistic algorithm given F or G as input and which outputs 1 or 0.  A's job is to distinguish F from G based on making queries to the oracle that it's given.  We say:
<math>Adv(A) = |\Pr[A(F)=1] - \Pr[A(G)=1]|</math>
 
== Examples ==
Let F be a random instance of the [[Data Encryption Standard|DES]] [[block cipher]]. This cipher has 64-bit blocks and a 56-bit key.  The key therefore selects one of a family of 2<sup>56</sup> [[permutation]]s on the 2<sup>64</sup> possible 64-bit blocks.  A "random DES instance" means our oracle F computes DES using some key K (which is unknown to the adversary) where K is selected from the 2<sup>56</sup> possible keys with equal probability.
 
We want to compare the DES instance with an [[Platonic ideal|ideal]]ized 64-bit block cipher, meaning a permutation selected at random from the (2<sup>64</sup>)[[factorial|!]] possible permutations on 64-bit blocks.  Call this randomly selected permutation G.  Note from [[Stirling's approximation]] that (2<sup>64</sup>)! is around <math>10^{3.47\times 10^{20}}</math>, so even specifying which permutation is selected requires writing down a number too large to represent exactly in any real computer.  Viewed another way, G is an instance of a "cipher" whose "key length" is about 10<sup>21</sup> bits, which again is too large to fit in a computer.  (We can, however, implement G with storage space proportional to the number of queries, using a [[random oracle]]).
 
Note that because the oracles we're given encrypt plaintext of our choosing, we're modelling a [[chosen-plaintext attack]] or '''CPA''', and the advantage we're calculating can be called the CPA-advantage of a given adversary.  If we also had decryption oracles available, we'd be doing a [[chosen-ciphertext attack]] or '''CCA''' and finding the CCA-advantage of the adversary.
 
 
 
===Example 1: Guess at random===
Call this adversary A<sub>0</sub>.  It simply flips a coin and returns 1 or 0 with equal probability and without making any oracle calls.  Thus, Pr[A<sub>0</sub>(F)=1] and Pr[A<sub>0</sub>(G)=1] are both 0.5. The difference between these probabilities is zero, so Adv(A<sub>0</sub>) is zero.  The same thing applies if we always return 0, or always return 1: the probability is the same for both F and G, so the advantage is zero.  This adversary can't tell F and G apart.  If we're cipher designers, our desire (maybe not achievable) is to make it so that it's [[Computational complexity theory#Intractability|computationally infeasible]] for ''any''  adversary to do significantly better than this.  We will have succeeded if we can make a cipher for which there's no distinguisher faster than brute force search.
 
===Example 2: Brute force search===
This adversary (call it A<sub>1</sub>) will attempt to cryptanalyze its input by [[brute force attack|brute force]].  It has its own DES implementation.  It gives a single query to its oracle, asking for the 64-bit string of all zeroes to be encrypted.  Call the resulting ciphertext E<sub>0</sub>.  It then runs an exhaustive key search.
The algorithm looks like this:
 
  E<sub>0</sub> = oracle_query(0)
  for k in 0,1,...,2<sup>56</sup>-1:
    if DES<sub>k</sub>(0) == E<sub>0</sub>:
      return 1
  return 0
 
This searches the entire 56-bit DES keyspace and returns "1" if it probably finds a matching key.  In practice, several plaintexts are required to confirm the key, as two different keys can result in one or more matching plaintext-ciphertext pairs.  If no key is found, it returns 0.
 
If the input oracle is DES, this exhaustive search is certain to find the key, so Pr[A<sub>1</sub>(F)=1] = 1.  If the input oracle is a random permutation, there are 2<sup>64</sup> possible values of E<sub>0</sub>, and at most 2<sup>56</sup> of them will get examined in the DES keysearch.  So the probability of A<sub>1</sub> returning 1 is at most 2<sup>-8</sup>. That is:
 
Pr[A<sub>1</sub>(G)=1] <= 2<sup>-8</sup>, so
 
Adv(A<sub>1</sub>) = |Pr[A<sub>1</sub>(F)=1] - Pr[A<sub>1</sub>(G)=1]| >= 1 - 2<sup>-8</sup>
 
so the advantage is at least about 0.996.  This is a near-certain distinguisher, but it's not a security failure because it's no faster than brute force search, after all, it ''is'' the brute force search.
 
==See also==
*[[Pseudorandom-function advantage]]
*[[Key-recovery advantage]]
*[[PR-CPA advantage]]
 
== References ==
[[Phillip Rogaway]] and [[Mihir Bellare]], [http://www-cse.ucsd.edu/~mihir/cse207/classnotes.html Introduction to Modern Cryptography]
 
Oded Goldreich, [http://theory.lcs.mit.edu/~oded/frag.html Foundations of Cryptography (Fragments of a Book)]
 
[[Category:Theory of cryptography]]

Revision as of 01:39, 18 February 2014

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