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ib mathematics hl notes
IB MATHEMATICS HL

Breaking the Code

UPDATED ON - 26 NOV 2019

This Mathematics HL IA is about the use of mathematics in coding while encryption and dycryption of messages or information. The IA consists of demonstrations of different encryption ciphers and mathematically explains  how to "break the code" in the ciphers.

 

Table of content

  1. The Caesar Shift Cipher

  2. Substitution ciphers

  3. Breaking a substitution cipher

  4. The Vigenère Cipher

  5. Breaking the Vigenère cipher

  6. The Enigma Machine

  7. Breaking the Enigma Code

  8. Public key cryptography

  9. Enciphering

  10. Deciphering

  11. Breaking the RSA code

 

(► Examiners comments)

Breaking the Code

 

“To keep your secret is wisdom, but to expect others to keep it is folly.”

                                                                                                            Samuel Johnson

“Secrets are made to be found out with time”

                                                                                                            Charles Sanford

 

Codes have been used by the military to keep secrets from the enemy for thousands of years. In the information age, when many people use the internet for banking and shopping, they do not want the information they enter to be available to unauthorize people so much information is encrypted on secure websites. 

(► C. Student could have related this to personal interest.)   

 

This report looks at some of the codes which have been used over time and how mathematics is used in making and breaking them. 

(► A. No aim or rationale in the introduction.)

 

The Caesar Shift Cipher

The first documented use of codes for military purposes was by Julius Caesar (100-44BC). The type of code he used is commonly known as a Caesar shift. In the following table, the middle row gives plain text and the bottom row gives the corresponding ciphertext for a Caesar shift of 2 places. It is conventional to write uncoded plain text using lower case letters and coded text using the upper case.

 

Position 0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25
Plain a b c d e f g h i j k l m n o p q r s t u v w x y z
Code C D E F G H I J K L M N O P Q R S T U V W X Y Z A B

 

 

This code can be represented using the mapping x → x + 2 where x stands for the position of the letter in the alphabet. So k, with position number 10, becomes M with position number 12. Towards the end of the alphabet, y would go to the letter with position number 24 + 2 = 26 but 25 is the maximum position number as there are only 26 letters in the alphabet and we used 0 for a. 26 is subtracted to give 0. This is
called addition modulo 26.

 

Positions 0 to 25 have been used (rather than 1 to 26) because another way to think of modular arithmetic is as a remainder from the division. 26 is equivalent to 0 modulo 26 because 26 ÷ 26 = 1 rem 0.

 

Using this code, the second quote at the start of this report would be encoded as follows:

Secretsaremadetobefoundoutwithtime
UGETGVUCTGOCFGVQDGHQWPFQWVYKVJVKOG
 

(► C. Stident's own example with connection to the topic.)

 

Spaces between words have been removed to make it more difficult to break the code but if someone found this message and knew that it was a Caesar shift code it would not take long to break. There are only 25 possible Caesar shifts; 26 if we include the one that does not move the letters at all but that one is not very secret!

 

It is possible to write out all 25 possibilities using nothing more complicated than pen and paper and once you have a message that makes sense you know you have decoded it. Using a computer to do all 25 possible decodings would make the process of decoding very quick.

 

 

Substitution ciphers

In a substitution cipher, each letter is replaced by another letter. A Caesar shift is one type of substitution cipher but the pattern of substitutions in a Caesar shift makes it easy to break. A general substitution cipher can be made by rearranging the 26 letters of the alphabet and writing this random permutation below the ordinary alphabet. There would be 26! ≈ 4 ×1026  (►B. Good use of approximation notation.) possible codes. It would take a long time to go through all the possible decodings to find the right one! However, some of the possible substitution codes are too easy to break; the one where each letter is encoded by the same letter is no use but nor are those where a large number of letters do not change.

 

Permutations, where nothing stays in its original place, are called derangements. The number of derangements of 26 letters is the Subfactorial of 26, denoted !26. To see how to work this out, consider a much shorter alphabet of 4 letters. The total number of permutations is 4! = 24. These are shown below.

 

 

 

The 9 derangements are shown in bold, with a box around them. To calculate the number of derangements, start with the total number of permutations and take away the ones which have at least one letter in its original position.

 

There are 6 arrangements with a in its original position, these are on a grey background. This is because, with an in its original position, there are 3 other letters which can be arranged in 3! = 6 ways. Likewise, there are 3! permutations with b in its original place and the same for c and d. However, subtracting 4× 3! will be too much as arrangements with both a and b in their original places have been counted twice.

So 4!− 4 × 3! (1.1) is too small.

 

If a and b are both in their places, there are 2 letters left which can be arranged in 2! ways. The same is true for other pairs of letters. There are 4C2 pairs of letters and so we need to add on 4C2 × 2! to (1.1) to give

4! 4 × 3!+ C24 × 2! (1.2)

(► B. Mathematical explaination is well presented.)

 

However, arrangements which have 3 letters in the same places have been counted more than once. In fact, it is not possible for 3 letters to be in the same place and the 4th letter to be in a different place so it is only the one arrangement with all four letters in the same place that has been counted too many times. Abcd has been counted 4 times but it should only be counted once.

 

The number of derangements is

4! 4×3!+C24 × 2! 4 +1 (1.3) 

 

This can be written as

4! = 4! - 4!1!+4!2!-4!3!+4!4!=4! 1-11!+12!-13!+14! (1.4)

(► C. Good demonstration of learningand describing unfamiliar mathematics.)

 

In general

!n = n! 1-11!+12!-13! +......+-1n1n! (1.5)

(► B. Good mathematical definition of terms. ► E. Work here is beyind syllabus.)

 

The Maclaurin series for. ex is

ex = 1+ x+ x22! + x33! + .... + xrr! + ...

So, 1 - 11! + 12! - 13! + .... + (-1)n1n!  e-1

(► E. good mathematical understanding demonstrated here.)

!n n!e 

 

In fact, rounding n!e gives !n so the number of derangements of the alphabet is !26  26!e1.5 x 1026This is still far more possibilities than could be run through in a reasonable time but substitution codes can be broken quickly and easily.

 

 

Breaking a substitution cipher

In English, some letters are used more often than others. The following graph shows how often the different letters are used.

 

 

If a substitution code is used then the letter that has been used to encode e will be the most frequent letter. Using computers, counting frequencies of letters is quick and accurate so substitution codes are not secure. The earliest known description of frequency analysis for breaking codes dates from the 9th century and is by the Arabic scholar Al-Kindi. In addition to looking at frequencies of single letters, the frequencies of pairs of letters can be compared with commonly occurring pairs such as th, er, on and so on.

(► C. Opportunity for student to demonstrate personal engagement with an example.) 

 

 

The Vigenère Cipher

In the 16th century, Blaise de Vigenère built on the work of others to develop a cipher that was not vulnerable to frequency analysis but which was simple to use. It makes use of Caesar shifts but does not use the same shift all the time. To use the cipher, a keyword is needed. The person doing the coding and the person receiving the message needs to know the keyword but that is all they need to remember. By contrast, for a substitution cipher which is not a Caesar shift, the whole table for coding needs to be either remembered or written down.

 

The method is illustrated using the keyword STELLA. Caesar shift alphabets whic start with S, T, E, L and A will be used.

Plain a b c d e f g h i j k l m n o p q r s t u v w x y z
Code S T U V W X Y Z A B C D E F G H I J K L M N O P Q R
Code T U V W X Y Z A B C D E F G H I J K L M N O P Q R S
Code E F G H I J K L M N O P Q R S T U V W X Y Z A B C D
Code L M N O P Q R S T U V W X Y Z A B C D E F G H I J K
Code A B C D E F G H I J K L M N O P Q R S T U V W X Y Z

 

To code the initial quote from this report, the keyword is written repeatedly above the text to be coded:

s t e l l a s t e l l a s t e l l a s t e l l a s t e l l a s t e l l a s t e l l a s t e l l a s t e l l A s t
T o k e e p y o u r s e c r e t I s w I s d o m b u t t o e x p e c t o t h e r s t o k e e p I t I s f o l l y

(► C. Use of own example by student.)

 

The first letter of the message is encoded using the Caesar alphabet which starts with S so it becomes L, the second letter of the message is encoded using the alphabet starting with T so it becomes H. The encoded message is as follows:

LHOPPPQHYCDEUKIETSOBWOZMTNXEZEPIINEOLAICDTGDIPAILBWQZLDR

The Vigenère cipher is not susceptible to breaking by frequency analysis as each the letter is coded in different ways. However, it was not widely used because to code each message manually is time-consuming as you have to choose the alphabet to use and then find the appropriate encoded letter. Mechanizing the process would make it much easier but the use of technology was also what led to the code being broken around 400 years after it was first developed.

 

 

Breaking the Vigenère cipher
Charles Babbage, who developed an early computer, realized that to break the Vigenère code the first thing to do was to decide the length of the keyword.

Consider the following encoded text:

JERFIWFLXFIWFLXVHXEAMCNWVHXHIWFLX

(►C. Further Example) 

 

Repeated sets of letters in the encoded message are shown in red. They are likely to come from the same letters in the original message being encoded in the same way and, in this case, it is likely that the keyword is 3 letters long because of the distance between repeats is a multiple of 3.

1 2 3 1 2 3 1 2 3 1 2 3 1 2 3 1 2 3 1 2 3 1 2 3 1 2 3 1 2 3 1 2 3
J E R F I W F L X F I W F L X V H X E A M C N W V H X H I W F L X

If the codeword has 3 letters then all the letters numbered 1 above have been coded with the same Caesar shift. The same applies to letters numbered 2 and letters numbered 3. Frequency analysis can now be used separately for each set of letters with the same number to break the code. There is a useful computerized tool for breaking Vigenère codes at

 

 

The Enigma Machine

To make adaptations of the Vigenère cipher more secure, a longer keyword needs to be used and it should not be a real word so that guesswork cannot be used in working it out. This makes it much harder to use the Vigenère cipher unless the process can be automated. In 1918, a German inventor, Arthur Scherbius, invented the Enigma machine. It was further developed and used by the German army during the second world war.

 

The Enigma machine had a keyboard. Operators typed in a message and the machine-encoded it. The basic idea is that a rotor is used to move on and encode the next letter using a different substitution alphabet. With one rotor and 26 positions, this would give 26 possible initial starting positions and so 26 possible codes. However 3 rotors were used and each was set to a different starting position every day giving 26 × 26 × 26 = 17 576 possible codes.

 

Operators also chose 3 rotors from 5 possible rotors, ie 5P3 = 60 ways of positioning the rotors so this now gives 60×17 576 = 1 054 560 possible codes.

 

In addition to the 3 rotors, pairs of letters could be connected on the keyboard. If a was connected to b, this would swap the encryption of a with the encryption of b. 10 connections were made, choosing 10 pairs of letters from 26.

 

The number of ways of choosing the first pair then the second pair and so on is

26C2 x 24C2 x 22C2 x.....x 8C2 = C2 26× C2 24× C2 24 × ..... × C2 8= 26!24! x 2!x24!22!x2!x22!20! x 2!x....x8!6! x 2! (1.6)

                                                          =26!6! x 210

(►E. Good demonstration of mathematical understanding.)

 

However, the order of selecting the pairs does not matter so each set of 10 pairs has been counted too many times; the answer in (1.6) needs to be divided by 10!

26!6! x 210 x 10! 1.5 x 1014

Taken together with the options for the rotors, this gives a total of 1.5 ×1014 ×1 054 560 ≈ 1.59 ×1020 possible codes. With no possibility of using the frequency analysis, the Enigma code was considered to be unbreakable.

 

 

Breaking the Enigma Code

Operators of Enigma machines were issued with books that gave them the settings for the day. They were told which letters to connect on the keyboard, which rotors to use and the initial setting for the rotors. If the codebreakers had an Enigma machine and could find out the settings for the day, they would be able to decipher all the messages for that day.

 

Messages would start with the Enigma machine in this position and then the setting of the rotors for the message would be transmitted; the rotors were then adjusted before transmitting the rest of the message. This meant that even if the code breakers had all the messages for the day, each one would use a different code (apart from the first 3 letters of each message). This did not give the code breakers very much to go on.

 

To break the Enigma code, the code breakers used a copy of an Enigma machine and constructed machines, called bombes, which could work through a large number of possible codes. The machines could not work through anything like all possible codes in one day so further information and deduction were necessary.

 

The Enigma machine never encoded a letter as itself. This helped with the decoding of some messages. One day a message came through which had no letter L in it. The operator had been sending a text message and had just pressed the letter L every time so it was the only letter that did not feature in the encoded message.Knowing that messages which were sent at particular times of day were about the weather enabled the code breakers to guess part of the message. Knowing that a the letter could not be encoded as itself, helped them narrow down the possibilities for which of the possible codes was being used that day and the bombes could then search for that day’s settings.

 

Suppose the word “weather” is known to be part of the plain text for the following coded message. The word can be tried in different positions, as follows

Coded message:             QZWPM ZHVVG YGQOZ UQZX

Positioning plain text:                 weath er
                         weat her
                          wea ther

(►C. Another personal example.)

 

The third of these possible positions cannot be the place where the word “weather” was in the text because w cannot code to W and h cannot code to H.

(►D. Student could've reflected on the implications of breaking this code.)

 

 

Public key cryptography

All the above systems of encoding rely on the key being kept the secret from anyone unauthorized who might try to decode the message. The key might be the shift used for a Caesar shift, the keyword for a Vigenère cipher or the initial settings for Enigma machine but once someone knows it they can decode a message.

 

In the 1970s, Rivest, Shamir, and Adleman came up with a way to encode messages which did not rely on the key being kept secret. The system they invented is sometimes known as RSA. The system encodes numbers rather than letters but it is possible to have a system for making letters or words into numbers. The table below shows the steps in the process by using a simple example.

 

Step

Simple example    

Choose 2 prime numbers, p, and q. For
security, these need to be large.

p = 2 , q = 11

m = p q

m = 22

Work out A = ( p −1)(q −1) and choose a number E which is smaller than this and has no factors in common with it.

A = (p −1)(q −1) = 1×10 = 10
E = 3

Find a number D such that DE − 1 is a
multiple of A

3 D −1 must be a multiple of 10
D = 7

To encipher a number M, work out

C = M E (modulo m)

 

 

Examples are given below

(►C. Own Example.)

To decipher a number C, work out

M = C D (modulo m)

E and m need not be kept secret as long as D is kept secret.

 

 

 

Enciphering

M C
1 13 (mod 22) = 1
2 23 (mod 22) = 8 (mod 22) = 8
3 33 (mod 22) = 27 (mod 22) = 5
4 43 (mod 22) = 64 (mod 22) = 20

 

Remember from the section on Caesar ciphers that to find 64 (mod 22) you can find the remainder when 64 is divided by 22. However, working with powers of numbers can lead to calculations with very large numbers. Fortunately, mathematics can help.

 

Suppose you want to work out ab (modulo 15). Suppose a = r (modulo 15) and b = R (modulo 15) .

So a = 15x + r and b = 15y + R where x and y are integers.

 

ab = (15x + r )(15 y + R ) = 152 x y + 15xR + 15r + r R

 

The remainder when dividing ab by 15 is the same as the remainder when dividing r R by 15. So to find what a large number is modulo 15, it is easier to write the large number as a product of numbers and find each of those modulo 15 and then multiply the answers. This can be summed up as follows:

ab (modulo m) = ((a modulo m )(b modulo m )) modulo m .

So 153(mod 22) = (152 × 15)(mod 22) = (225mod 22) ×15(mod 22)
            = (5 × 15) mod 22 = 75mod 22 = 9

(►E. Good mathematics demonstrated here and in the section below.)

 

 

Deciphering

M C
1 17 (mod 22) = 1

8

 

 

8(mod 22) = (82 mod22) × (82 mod22) × (82 mod22) × (8 mod 22) (mod 22)
                    = ((64 mod 22)3 × 8) mod 22
                    = (203 × 8) mod 22
                    = 64 000 mod 22
                    = 2

5

 

 

5(mod 22) = (52 mod22) × (52 mod22) × (52 mod22) × (5 mod 22) (mod 22)
                    = ((33 mod 22) × 5) mod 22
                    = ((27 mod 22) × 5) mod 22
                    = (5 × 5) mod 22
                    = 3

20

 

 

207 ≡ 202 × 202 × 202 × 20
       ≡ 4 × 4 × 4 × 20
       ≡ 64 × 20
       ≡ 20 × 20
       ≡ 400 ≡ 4

 

To keep writing “mod 22” is making this look more complicated than necessary so, for deciphering 20, a different notation has been used. ≡ means “has the same remainder when divided by 22”.

 

The tables above demonstrate that deciphering takes you back to the original number for the particular examples tested. This will always work. The proof depends on Euler’s theorem, which states that

Mφ(m)   1mod m

φ(m) is the number of integers smaller than m and having no common factor with M. If m = p q where p and q are prime, φ(m) = ( p −1)(q −1) and this is what we called A .in the description of the RSA algorithm.

So Euler’s theorem implies that M A ≡ 1 mod m

 

Using ≡ to mean “has the same remainder when divided by m” and remembering the The formula for deciphering is M = CD (modulo m)

C   ≡ ME
CD(M E)D
      ≡ MED = MED−1 × M

ED −1 is a multiple of A so ED −1 = kA where k is an integer.

 

So
C≡ MkA × M = (MA)k× M

1k × M = M

 

 

Breaking the RSA code

m = p q is known; to break the code needs the individual primes, p, and q to be known.
m = 22 does not give a security code as it is obvious that the primes were 2 and 11.
The primes need to be much larger for the code to be secure.

 

655 427 is the product of two primes. To find the primes a spreadsheet could be used. This is the start of a spreadsheet showing one way to find the primes:

 

n 655427/n The integer part of 655427/n Factor?
        1 655427 655427 yes
2 327713.5 327713 no
3 218475.6667 218475 no
4 163856.75 163856 no
5 131085.4 131085 no
6 109237.8333 109237 no
7 93632.42857 93632 no

 

Rather than just trying to divide by primes, all integers are tested so 1 does go into 655 427 but this does not help. The prime factors are found further down:

 

438 1496.408676 1496 no
439 1493 1493 yes
440 1489.606818 1489 no

 

Constructing the spreadsheet and finding the factors took about 1 minute so 655 427 would not give a secure code.

(►C. Timed self doing spreadsheet. ►D. Reflection on significance of personal timing.)

 

The factorizing can be speeded up by using Fermat’s factorizing method. This depends on the following result.

 m = p q =P+q22 -P-q22

Multiplying out the brackets on the right-hand side gives

p2+q2+2 pq4-p2+q24=pq

If p and q are large prime numbers, they will both be odd so p+q2 and p-q2 are whole numbers.

Suppose m = x2− y2 then x− m = y 2. This means x≥ m as square numbers cannot be negative so the smallest m could be is m.

We are trying to factorize m = 655 427. 655 427 = 809.58... so the smallest possible value of x is 810.

For each possible value of x find the value of x2m. When this is a square number,

y2, the factors are ( x − y )( x + y ). Doing the calculations on a spreadsheet gives the following:

 

n 810+n (810+n)^2-655427=Y SQRT(Y) Factor Factor
    1 811 2294 47.8957 no no
    2 812 3917 62.5859 no no
    3 813 5542 62.5859 no no
    4 814 7169 84.6699 no no
    5 815 8798 93.7977 no no
    6 816 10429 102.122 no no

 

155 965 275798 525.165 no no
156 966 277729 527 1493 439
157 967 279662 528.831 no no

 

The factors are found after testing 156 numbers whereas the previous method took 439 numbers. It is so quick to do for a 6 digit value of m that it makes little difference but it shows that computing speed and efficient methods of factorizing can enable the RSA code to be broken unless the prime numbers used are very large. The current record for successfully factoring a number is 200 digits.

 

“In the eighties, it was generally held that prime numbers of fifty-odd digits would suffice. However, developments went much faster than foreseen, and it is a precarious matter to venture upon quantitative forecasts in this field. When Rivest challenged the world in 1977 to factor RSA-129, a 129 digit number (from a special list), he estimated that on the basis of contemporary computational methods and computer systems this would take about 1016 years of computing time. Seventeen years later it took only eight months in a world-wide cooperative effort to do the job.”

(►A. No conclusion. ►D. Many opportunities for reflection. What about the future? Will faster computers eliminate the ability to encode messages? What other implications could there be?)

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