Announcements: 1. Pass in Homework 5 now. 2. Term project groups and topics due by Friday 1.Can use discussion forum to find teammates 3. HW6 posted, due date next week Questions? This week: Primality testing, factoring Primality testing, factoring Discrete Logs Discrete Logs DTTF/NB479: DszquphsbqizDay 22
The Square Root Compositeness Theorem gives a way to factor certain composite numbers Given integers n, x, and y: Then n is composite, and gcd(x-y, n) is a non-trivial factor Proof: on board Toy example showing 21 is composite using x=2 and y=16. 1
The Miller-Rabin Compositeness Test just reorders the Fermat test’s powermod to catch pseudoprimes Observe: n is odd and n>1 Trick: write n-1=2 k m, where k >=1 b0b0 ? ? We’ll compute powers from inside out, checking if the result is +1 or -1 at each step
It uses the Square Root Compositeness Theorem to catch most pseudoprimes Given odd n>1, write n-1=2 k m, where k >=1. Choose a base a randomly (or just pick a=2) Let b 0 =a m (mod n) If b 0 =+/-1, stop. n is probably prime by Fermat For i = 1..k-1 Compute b i =b i-1 2. If b i =1(mod n), stop. n is composite by SRCT, and gcd(b i-1 -1,n) is a factor. If b i =-1(mod n), stop. n is probably prime by Fermat. If b k =1 (mod n), stop. n is composite by SRCT Else n is composite by Fermat. k b0b0 b1b1 bkbk b0b0 2
Examples of Miller-Rabin Given odd n>1, write n-1=2 k m, where k >=1. Choose a base a randomly (or just pick a=2) Let b 0 =a m (mod n) If b 0 =+/-1, stop. n is probably prime by Fermat For i = 1..k-1 Compute b i =b i-1 2. If b i =1(mod n), stop. n is composite by SRCT, and gcd(b i-1 -1,n) is a factor. If b i =-1(mod n), stop. n is probably prime by Fermat. If b k =1 (mod n), stop. n is composite by SRCT Else n is composite by Fermat. 1.n=189 2.n=561 (recall Fermat says prob prime) 3.Complete the table on your quiz 3-4
Even? div by other small primes? Prime by Factoring/ advanced techn.? n no yes prime Fermat’s contrapositive is OK, but Miller-Rabin is better!
Finding large probable primes #primes < x = #primes < x = Density of primes: ~1/ln(x) For 100-digit numbers, ~1/230. So ~1/115 of odd 100-digit numbers are prime Can start with a random large odd number and iterate, applying M-R to remove composites. We’ll soon find one that is a likely prime. Can repeat with different bases to improve probability that it’s prime. Maple’s nextprime() appears to do this, but also runs the Lucas test: math473.htm math473.htm math473.htm Even? div by other small primes? Prime by Factoring/ advanced techn.? n no yes prime Pass M-R? Fermat’s contrapositive is OK, but Miller-Rabin is better!
Using within a primality testing scheme Finding large probable primes #primes < x = #primes < x = Density of primes: ~1/ln(x) For 100-digit numbers, ~1/230. So ~1/115 of odd 100-digit numbers are prime Can start with a random large odd number and iterate, applying M-R to remove composites. We’ll soon find one that is a likely prime. Can repeat with different bases to improve probability that it’s prime. Maple’s nextprime() appears to do this, but also runs the Lucas test: math473.htm math473.htm math473.htm Odd? div by other small primes? Prime by Factoring/ advanced techn.? n no yes prime Pass M-R?
Factoring If you are trying to factor n=pq and know that p~q, use Fermat factoring: Compute n + 1 2, n + 2 2, n + 3 2, until you reach a perfect square, say r 2 = n + k 2 Compute n + 1 2, n + 2 2, n + 3 2, until you reach a perfect square, say r 2 = n + k 2 Then n = r 2 - k 2 = (r+k)(r-k) Then n = r 2 - k 2 = (r+k)(r-k) Example: factor The moral of the story? Choose p and q such that _____ Choose p and q such that _____
(p-1) Algorithm Useful if p|n and (p-1) has only small factors Choose any a>1 (like a=2) and bound B Compute b=a B! (mod n) (How?) Then compute d=gcd(b-1, n) If 1<d<n, then d is a non-trivial factor If 1<d<n, then d is a non-trivial factor Matlab example: n=5183. We’ll use a=2, B=6. Why does it work?
Moral of this story? To get a 100-digit number n=pq resistant to this attack: Make sure (p-1) has at least 1 large prime factor: Make sure (p-1) has at least 1 large prime factor: Pick p 0 = nextprime(10 40 ) Pick p 0 = nextprime(10 40 ) Choose k~10 60 such that p=(kp 0 +1) is prime Choose k~10 60 such that p=(kp 0 +1) is prime How to test? Repeat for q. Repeat for q.
Example Factor n = Concepts we will learn also apply to factoring really big numbers. They are the basis of the best current methods All you have to do to win $30,000 is factor a 212 digit number. This is the RSA Challenge:
Quadratic Sieve (1) Factor n = Want x,y: gcd(x-y, n) is a factor Step 1: Pick a factor base, just a set of small factors. In our examples, we’ll use those < 20. In our examples, we’ll use those < 20. There are 8: 2, 3, 5, 7, 11, 13, 17, 19 There are 8: 2, 3, 5, 7, 11, 13, 17, 19
Factor n = Want x,y: gcd(x-y, n) is a factor Step 2: We want squares that are congruent to products of factors in the factor base. Our hope: Reasonably small numbers are more likely to be products of factors in the factor base. 1. Thenwhich is small as long as k isn’t too big 2. Loop over small , lots of k. 3. A newer technique, the number field sieve, is somewhat faster Quadratic Sieve (2a)
Factor n = Want x,y: gcd(x-y, n) is a factor Step 2: We want squares that are congruent to products of factors in the factor base. Our hope: Reasonably small numbers are more likely to be products of factors in the factor base. Examples: Quadratic Sieve (2b)
Factor n = Want x,y: gcd(x-y, n) is a factor Step 3: Want two non-congruent perfect squares Example: This is close, but all factors need to be paired Recall: Quadratic Sieve (3)
Factor n = Want x,y: gcd(x-y, n) is a factor Step 3: Want two non-congruent perfect squares Example: This is close, but all factors need to be paired Generate lots of # and experiment until all factors are paired. Quadratic Sieve (3b) So what? gcd( , n)=1093 Other factor = n/1093=3511
Factor n = Want x,y: gcd(x-y, n) is a factor Step 4: Want to get 2 non-congruent perfect squares Example: This is close, but all factors need to be paired Generate lots of # and experiment until all factors are paired. To automate this search: Can write each example are a row in a matrix, where each column is a prime in number base Then search for dependencies among rows mod 2. May need extra rows, since sometimes we get x=+/-y. Quadratic Sieve (3b)
Factor n = To automate this search: Each row in the matrix is a square Each column is a prime in the number base Search for dependencies among rows mod 2. For last one (green) So we can’t use the square root compositeness theorem My code Sum: Sum: Sum: