Diffie Hellman -the Mathematics bit- Computerphile

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  • Опубликовано: 29 сен 2024

Комментарии • 806

  • @babel_
    @babel_ 6 лет назад +308

    Alice and Bob only communicate in Pub. Alice and Bob are probably undergrads.

  • @drewad0
    @drewad0 11 месяцев назад +3

    All these years of hearing how "diffie helman is extremely complex" yet such a simple and easily understandable algorithm. Thank you so much for this!

  • @qm3ster
    @qm3ster 2 года назад +344

    I think the fact that addition, multiplication, and exponentiation maintain their properties under modulo arithmetics was worth mentioning.

    • @znefas
      @znefas 2 года назад +18

      could you please link an explanation to this? i've been trying to understand how g^a and g^b were made public when in actuality it was those numbers _mod n_ that were made public.
      also don't understand how you can calculate (g^a)b mod n without first having g^a, which again, wasn't made public because of the modulo term

    • @qm3ster
      @qm3ster 2 года назад +21

      @@znefas I never saw an explanation myself, but consider the following: imagine we are working in base N, and not binary or decimal. Then, modN just keeps the last digit.
      So, since we know that it's possible to start by calculating the last digit when doing long addition/multiplication, as the carry only travels left, we can discard the left digits at any intermediate steps and still have the same result as if we only did it at the end.
      Signed addition and negative powers (division) break this, but wrapping subtraction of unsigned integers actually survives afaik.
      This is the same reason why we can know the last digit of 7^44444 will be 1, without having to calculate the whole number.

    • @znefas
      @znefas 2 года назад +4

      @@qm3ster the only thing i understood is how the carry only traveling left may be useful when trying to calculate a number smaller than the entire expression; i don't understand how the whole mod N thing works
      i also hate modular arithmetic notation because "13 = 5 mod 8" is so much more annoying than "13 % 8 = 5" for me as a programmer

    • @qm3ster
      @qm3ster 2 года назад +46

      ​@@znefas for all unsigned integers a, b, c, n:
      (a + b)%n == (a%n + b%n)%n
      (a * b)%n == ((a%n)*(b%n))%n
      ((a ^ b) ^c)%n == (((a%n)^b)%n)^c)%n
      As long as at the end you were dropping the stuff left of n, the result won't be changed by dropping it earlier, as it cannot affect what is on the right.
      The intermediate values will in fact be different, which is what makes this a computational saving.
      But outside cryptography and adjacent subjects like checksumming you usually want the most significant bits, not the least significant, they're called that for a reason, so this doesn't get used *too* often.

    • @wybird666
      @wybird666 Год назад +15

      @@znefas g^a and g^b wasn't made public, only g^a%n and g^b%n - Mike got a bit sloppy when presenting (just as we do when we write down the maths). If we knew g^a, and since we know g, it would be trivial to work out a (and similarly for b).

  • @YouTubist666
    @YouTubist666 6 лет назад +79

    Wow. I've always thought D-H was some esoteric math magic. It is extremely clever and elegant.

    • @MrHaggyy
      @MrHaggyy 2 года назад +2

      There is quite some math behind it about rings, fields and other group theory. But the plain formulas in crypto are pretty nice and easy. The computation is quite a mess as numbers get pretty big, often even bigger than your memory and power and multiply are not the chips best friend.

    • @Tasarran
      @Tasarran Год назад

      I find there are a lot of these types of algorithms; Radix Sort comes to mind... It seems like voodoo, then you look at the algorithm, and probably at first think 'that can't possibly work...?' but viola...

    • @justalonelypoteto
      @justalonelypoteto 11 месяцев назад +1

      ​@@MrHaggyythat's still somewhat elegant, square-multiply-modulo is a genius and simple solution to easily calculate such an otherwise gargantuant number. I find the truly hard (and amazing) part is the theory behind which numbers are safe to use, even more fascinatingly and terrifyingly genius are the ways people find to crack it

    • @MrHaggyy
      @MrHaggyy 11 месяцев назад +1

      @@justalonelypoteto square-multiply is a genius algorithm as it has view operations,. Lattice and Russian Peasant are awesome too. A lot more operations but most of them are cheap additions that can be done in parallel. My interest is hard-realtime systems. We want algorithms with fixed calculation times. Square-multiply can vary depending on the numbers. And on cheap and small hardware you might be able to eavedrop with an oscilloscope.

    • @justalonelypoteto
      @justalonelypoteto 11 месяцев назад +1

      @@MrHaggyy Montgomery's ladder might be up your alley, it performs both operations each time with the only distinguishable difference being a possible timing variation because the needed operation affects which memory address is read, apparently this is fixed by scattering the data around to ensure cache misses

  • @nalbertcerqueira6079
    @nalbertcerqueira6079 Год назад +1

    The simplicity of this algorithm is so amazing!

  • @sammonger4002
    @sammonger4002 6 лет назад +10

    It's interesting that he doesn't mention that n should be prime in addition of being large. That is an aspect equally as important as its size which could easily break the encryption (if n isn't prime). There was even a defcon panel (2016 I think) that discussed this very problem and how it is often ignored.

    • @Legendarior
      @Legendarior 5 лет назад +1

      In the previous video regarding this topic, with the color mixing, he mentions that n is a prime number.

    • @tissuepaper9962
      @tissuepaper9962 4 года назад

      I really was hoping he would explain why n has to be prime. I'm thinking the reason is that the search space of [numbers] mod n would be much smaller than n if it weren't a prime number, but that's just my intuition and I'm not sure if I'm right.

    • @MarioFanGamer659
      @MarioFanGamer659 2 года назад

      @@tissuepaper9962 The goal is to have the denominator and numerator being coprime i.e. their greatest common divisor is 1 as otherwise, you'd end up getting 0 as the result. The only way to guarantee that is with a prime number which is naturally coprime to any number.

  • @johnpugh24
    @johnpugh24 6 лет назад +2

    Thanks for explaining, you do such a great job. Always my favourite computerphile presenter.

  • @benjaminshropshire2900
    @benjaminshropshire2900 6 месяцев назад

    The missing part is why (g^a mod n) is fast to compute even though the reverse is not.
    Tl;dr; g^a can be computed by starting with x_0=1 and and defining x_1=a_0^2 or x_1=x_0^2 * g and then doing the same for x_2 and so on. Making the right choices at each step (which is basically reading out the bits of a) you get g^a in at most log2(a)+1 steps.

  • @karimbarakat7732
    @karimbarakat7732 4 года назад +1

    Thank you so very much for these videos. I find them invaluable in understanding the ins and outs of cryptography.

  • @rikwisselink-bijker
    @rikwisselink-bijker 6 лет назад

    Another thing that I noticed (but doesn't matter), is that actually, Bob can't compute (g^a)^b mod n, because he has to calculate (g^a mod n)^b mod n. The beauty of modulo arithmetic is that the result is the same.

  • @SarveshParakh
    @SarveshParakh 2 года назад

    After watching all three videos, its much easier to understand and glad you used 'n' here that you didn't use in the last video with colors. This was an amazing series but if you label them as part of a series or make 1 full video combining all three or the first and last video, more viewers might decide to stick to the end. Anyway, Thanks a lot for this.

  • @syrix5914
    @syrix5914 2 года назад

    This is extremely elegant.

  • @allien5329
    @allien5329 5 лет назад

    beautiful and simplified explanation

  • @shanedk
    @shanedk 6 лет назад

    4:05 - To be more accurate, it's the same as long as g, a, and b are all positive. Throw in negative numbers and it doesn't always hold.

  • @yah3136
    @yah3136 Год назад

    Wonderful explanation, thank you

  • @dilipchander2540
    @dilipchander2540 6 лет назад

    I will never forget Diffie-Hellman math again in my life|

  • @CEOofCulturalMarxism
    @CEOofCulturalMarxism 6 месяцев назад

    Nice, finally understood this.

  • @sondoanvan5161
    @sondoanvan5161 Год назад +1

    thanks your video is very helpful, but i have a question let's say in signal or realtime chat webapp WhatsApp using Diffie Hellman, on server side only public key is saved. So I have a question where is the private key stored for each user when they log in so that they can be retrieved and every time you log in on another device, how do you get that user's private key? thanks and hope you can help me answer my question

  • @KDOERAK
    @KDOERAK Год назад

    Excellent explanation!👍

  • @lambertbrother1628
    @lambertbrother1628 6 лет назад

    It would have been better if he worked an example using small numbers. He did mention that some examples exist, but didn't link to any of them.

  • @xaerienamnori6791
    @xaerienamnori6791 6 лет назад

    It's magical. Not really, but it feels magical.

  • @necorvartem6803
    @necorvartem6803 2 года назад +3

    He left the most interesting part out.
    (g^b % n)^a % n === g^a^b % n

  • @jackflash9123
    @jackflash9123 3 года назад

    3:44 Bob is sending (g^b mod n) and not g^b without modulo n. Else it would be simple to extract b. But the result of "(g^b)^a mod n" is the same as "(g^b mod n)^a mod n".
    Was that him saying "I change notation to save space"?

  • @saadsiddiqui5046
    @saadsiddiqui5046 5 месяцев назад

    I like the Explanation it help me understand lot better but I have two Questions
    1. You mention G^a would be huge number. Did you mention the full equation G^a Mod n would give you a huge number or you just meant G^a Only.
    2. you mention N should be a huge number, 2000 to 4000, so that it's not easy to brute force attack. There are computers these days that can calculate number between 4000. in these case is algorithm is secrete or N is secrete?

    • @danielf.7151
      @danielf.7151 5 месяцев назад

      1. Only g^a is a huge number. g^a Mod n is always a number between 0 and n-1 inclusive.
      2. N is not secret, only a and b are. also, 2000 to 4000 is not the bumber itself, but the length of the number in bits. a 2000 bit number has around 600 digits in decimal.

  • @logangaastra4679
    @logangaastra4679 3 года назад

    Small knitpicking, but you shouldn't have put both the 0 and the n on your circle. You would be implying there are n+1 elements.

  • @musashi939
    @musashi939 6 лет назад

    Nice way of illustrating cyclic group operations. Never visualized it like that. Would have made learning the abstract parts about group theory easier.

  • @knufflpuffl
    @knufflpuffl 4 года назад

    that was really very easy to understand, still it is very impressing. You can really use this for unencrypted data transfer in web apps, where SSL is not available.

  • @SH-vz8ef
    @SH-vz8ef 2 года назад

    At 4:47 it’s been said that we know g^a and g^b, but shouldn’t it say we know g^a mod n and g^b mod n?
    If g is public and g^a would be public too, we could calculate the value of a using the logarithm of g for g^a, couldn’t we?

  • @FollowTheLion01
    @FollowTheLion01 6 лет назад

    Just a little comment: it's not very important, but I think it should be n-1 on your clock. For example a positive integer mod 3 will give you either 0, 1, or 2 (but not 3).

  • @johnmiller8884
    @johnmiller8884 6 лет назад

    Follow up request: Do a Diffie Hellman exchange using elliptic curves instead of discrete logarithms.

  • @FusionDeveloper
    @FusionDeveloper 5 лет назад

    So using addition for a key exchange won't work, since you could subtract to get the keys. Okay well that's step 1 I understand with numbers I can do in my head. I wish there were small number examples.

  • @rasheedmalik6594
    @rasheedmalik6594 4 года назад

    awesome...keep it up

  • @lijojose5868
    @lijojose5868 6 лет назад

    Understood.Thank you so much

  • @alejandrocantu1811
    @alejandrocantu1811 6 лет назад

    I liked how he said bits not digits

  • @TGC40401
    @TGC40401 6 лет назад

    The power of a "one way function" !

  • @lenoirzamboni
    @lenoirzamboni 6 лет назад

    Best explaining ever! Great!

  • @hovhadovah
    @hovhadovah 2 года назад

    I'm confused. At the start, you said that Alice calculates g^a mod n and sends that to Bob, and Bob calculates g^b mod n and sends that to Alice. But then you said that Alice is going to take Bob's result and do: (g^b)^a mod n. But shouldn't this actually be (g^b mod n)^a mod n? Because Bob didn't calculate just g^b-he calculated g^b mod n.

  • @SanctumZero
    @SanctumZero 6 лет назад

    If you actually knew g, n, g^a, and g^b like the drawing would lead you to believe towards the end of the video, you could just go a = Log(g^a)/Log(g)

  • @theglobalconflict6904
    @theglobalconflict6904 3 года назад

    so why we need n?? when we can generate the key without n???

  • @viraj_singh
    @viraj_singh 5 лет назад

    very elegant!

  • @Ribby00
    @Ribby00 6 лет назад

    We demand more Mike Pound

  • @patrikosoretos
    @patrikosoretos 6 лет назад

    Hi, I tried to implement this in Javascript, then in Java but it doesn't seem to be working with large numbers generated by Alice and Bob.

  • @sontapaa11jokulainen94
    @sontapaa11jokulainen94 5 лет назад

    0:42 Why is the g a prime number? And also why it is small? If g was big and could be a non prime, wouldn't it improve the security?

    • @trogdorstrngbd
      @trogdorstrngbd 4 года назад +2

      Making g really big does improve security, but also drastically increases the computing and memory resource requirements since g^a will be (even more) ridiculously large.

  • @Kotfluegel
    @Kotfluegel 6 лет назад

    What this video and many other videos of the same kind fail to explain is, why it is that much more difficult to calculate g^a mod n than it is to reverse the process. Because in order to calculate g^a one would naively think, that you would have to do just as many multiplications as if you were brute forcing it. But after giving it some thought, I think I've got it figured out myself:
    You can actually calculate g^m where m is a power of 2 quite quickly by simply starting with g^1 and multiplying the result with itself over and over. If you keep each intermediary result for m = 2^k in memory you can quickly calculate g^a by simply multiplying each intermediary for all k where the kth bit of a is 1. So in the end you would need somewhere around ln(a) multiplications to calculate g^a instead of a.

  • @fabriziodutto7508
    @fabriziodutto7508 5 лет назад

    Why the mod n disappears when Alice (or Bob for his part) get (g^b mod n), how managed Alice to get (g^b) from (g^b mod n), to perform (g^b^a) mod n ?

  • @thomascreel6522
    @thomascreel6522 5 лет назад

    @3:55 this doesnt make sense, g^a isnt public, g^a mod n is public. for instance, bob would be doing this: g^(g^a mod n)^b mod n?

  • @romanemul1
    @romanemul1 6 лет назад +1

    modulo value is still the same ?

  • @peter62709
    @peter62709 6 лет назад +94

    I just took a crypto class in university and my professor got so wrapped up in the specifics of group theory that I didn't even understand how Diffie-Hellman worked, but this made everything so clear without really being any less mathematical.

  • @fsmoura
    @fsmoura 5 лет назад +79

    5:02 THIS! IS! CRYPTOGRAPHY! *_*kicks you down a 4096-bit deep well*_*

  • @xcvsdxvsx
    @xcvsdxvsx 6 лет назад +968

    I actually understood the math for once!

    • @peppybocan
      @peppybocan 6 лет назад +10

      yeah, modular arithmetics is easy. :D ...

    • @jasonpatowsky6929
      @jasonpatowsky6929 6 лет назад +62

      And theeeeres the party pooper.

    • @BryanLeeWilliams
      @BryanLeeWilliams 6 лет назад

      Didn't work for me a=11 b=13 g=7 n=199

    • @grrr1351
      @grrr1351 6 лет назад +2

      The math is easier to understand, because it's more technical.

    • @musashi939
      @musashi939 6 лет назад

      Jyoti Das lol.

  • @emilmartens123
    @emilmartens123 6 лет назад +221

    awesome video, I see some comments point out its actually (((g^a) mod n) ^ g)) mod n, so here is why its the same as (g^a)^b mod n:
    lets say:
    g^a = k*n+x
    where x is an unknown number
    because: (u + v) mod n =(u mod n + v mod n) mod n
    and because: k*n mod n = 0
    we get:
    (g^a) mod n = (k*n+x) mod n = x
    ((g^a) mod n)^b mod n = x^b mod n
    i used the binomial theorem nCr to get:
    (g^a)^b = (k*n+x)^b = (k*n)^b + (nC1)*(k*n)^(b-1)*x + ... + (nC(b-1))*( (k*n)^(1)*x^(b-1) + x^b
    since n appears in every part except in x^b every other part is set to 0 when we take the modulo:
    (g^a)^b mod n = x^b mod n
    so therefore (g^a)^b mod n = ((g^a) mod n)^b mod n

    • @AhsimNreiziev
      @AhsimNreiziev 6 лет назад +1

      Yup.

    • @theguyoo1
      @theguyoo1 6 лет назад +39

      Thanks for this, felt like a logical leap without this proof.

    • @nelsblair2667
      @nelsblair2667 3 года назад +11

      At the beginning there, did you put a g, where you meant a b?

    • @AhsimNreiziev
      @AhsimNreiziev 3 года назад +7

      @@nelsblair2667
      He did, yes.

    • @deckard5pegasus673
      @deckard5pegasus673 3 года назад +9

      Interesting proof. But a few corrections:
      First what you are trying to prove is that (g^a)^b mod n == (g^a mod n)^b
      You made a mistake, in (((g^a) mod n) ^ g)) mod n . You put an extra "g", it's a "b"
      Also to simplify...or clarify your proof, and make it more understandable, organized:
      1) supposing: g^a = n*k+x
      ( *WHERE "x" IS NOT A MULTIPLE OF "n"* , in other words "x" is the "remainder" of the division by "n" )
      This is an important purposeful "setting up" so that: n*k mod n == 0 and x mod n == x
      2) mod n of any number which is a multiple of n will equal zero --> n*k mod n == 0
      3) Proof that: (g^a mod n)^b == x^b
      a) Which would mean --> (g^a mod n) == x
      a) substitute "n*k+x" for "g^a", from step "1"
      (n*k + x) mod n == x --> given that: n*k mod n == 0 (any multiple of "n" will be zero)
      b) If (n*k + x) mod n == x, then (g^a mod n) == x,
      c) meaning --> (g^a mod n)^b == x^b
      4) (g^a)^b mod n
      a) substitute (n*k+x) for g^a, given in step "1" --> (n*k+x)^b mod n

      b) Expanding (n*k+x)^b, using binomial theorem,
      *IMPORTANT MAGIC* : *all terms will be multiples of "n"* except the last term which is x^b
      c) Mod n of all terms that are multiples of "n" will be zero, leaving only the last term: x^b
      d) Thus (g^a)^b mod n = x^b
      5) (g^a)^b mod n == (g^a mod n)^b , as both equal to x^b
      .

  • @kusharora1435
    @kusharora1435 3 года назад +81

    love the way this guy explains.. never imagined i could binge watch cryptography videos

  • @davidsanders9426
    @davidsanders9426 6 лет назад +200

    I thought "solving the discrete log problem" was what happens when you clog the toilet at your in-laws' house?
    ...Sorry, I'll show myself out.

    • @Ping727
      @Ping727 3 года назад +18

      ...yeah you should really log off

    • @ivanarabome4172
      @ivanarabome4172 3 года назад

      You didn’t get the video.... tbh he actually did explain it well

    • @jamhamtime1878
      @jamhamtime1878 3 года назад +13

      @@ivanarabome4172 and you didn't get the joke

    • @jadielrhys3156
      @jadielrhys3156 3 года назад

      @Jesse Duncan yup, been watching on instaflixxer for since november myself =)

    • @RussTeeTrombone
      @RussTeeTrombone 3 года назад

      Nice

  • @agrawalyogesh
    @agrawalyogesh 2 года назад +7

    Hi Mike, Alice or Bob never shared "g to the power of a or b" but they shared "g to the power of a (b) mod n". But as we continued the example we said they shared the power of a or b. Can you please help explain that?

    • @cliftonfestusmalvea9777
      @cliftonfestusmalvea9777 Год назад +2

      For anyone who got confused with this, we start with the left-hand side of the equation:
      (g^a mod p)^b mod p
      = (g^ab mod p) mod p [by the property of modular exponentiation]
      Now, we move on to the right-hand side of the equation:
      (g^b mod p)^a mod p
      = (g^ba mod p) mod p [by the property of modular exponentiation]
      Since (g^ab mod p) mod p = (g^ba mod p) mod p, we can say that:
      (g^a mod p)^b mod p = (g^b mod p)^a mod p
      Hope this helps.

  • @KraylusGames
    @KraylusGames 6 лет назад +225

    Lmao everyone calling him out for not stopping at n-1. Give the dude a break!

    • @tohopes
      @tohopes 6 лет назад +8

      ☞ nope.avi

    • @tedbaltz2164
      @tedbaltz2164 4 года назад +17

      they need to feel smart

    • @martinkunev9911
      @martinkunev9911 3 года назад +13

      If you're not familiar with what he's explaining, this is enough to confuse you and this is not the only thing he says that can create confusion.

    • @realcryptc
      @realcryptc 3 года назад +1

      he kinda of implicitly stopped at n-1 when he mentioned there is the element 0 in mod operations

    • @skeetabomb
      @skeetabomb 2 года назад

      😂

  • @rabreu08
    @rabreu08 6 лет назад +189

    Great clock analogy. This should be the main video

    • @F1ghteR41
      @F1ghteR41 6 лет назад +7

      A Parker clock, one might say!

    • @AndersJackson
      @AndersJackson 6 лет назад +3

      It should not, as they used the colour analogy there.

    • @mungflesh199
      @mungflesh199 5 лет назад +3

      The clock is not strictly an analogy, it's a common learning technique for modular arithmetic

    • @Cysecsg
      @Cysecsg 4 года назад +2

      It explains why n needs to be a big value.

    • @skeetabomb
      @skeetabomb 2 года назад

      The clock analogy I think is one of the best ways to explain modulo arithmetic...

  • @outofahat9363
    @outofahat9363 2 года назад +22

    Came in expecting some incomprehensible esoteric math but this was very easy to understand. Reminds me of that Doctor Strange quote "It's a simple spell but quite unbreakable"

    • @mackmenezes4912
      @mackmenezes4912 Год назад +1

      If you watched Attack on Titan ,one of the character used. Only his words and hacked the entire cosmos to make it seem real at that moment

  • @Ry____
    @Ry____ 5 лет назад +150

    It’s amazing how beautifully elegant and simple cryptography really is.

  • @CJBurkey
    @CJBurkey 6 лет назад +485

    Wouldn't a mod n only return values from 0 to _n_-1? You wrote _n_ on the clock.

    • @seraphina985
      @seraphina985 6 лет назад +80

      Correct that was an error on their part since of course if a divides by n exactly the remainder is 0 not n.

    • @VoilaTadaOfficial
      @VoilaTadaOfficial 6 лет назад +47

      Technically you could have n on the clock but you'd have to omit 0. You can have n or you can have 0, but not both. Having n on the clock would actually be more like counting units of 1 up to n and then starting back at 1 again for the next unit until you run out of units. Same result (specifically in this case because the number itself doesn't matter), but a different perspective on it.

    • @Friek555
      @Friek555 6 лет назад +23

      Having a 0 instead of the n is very useful when you work with such a construct though. This clock face is what mathematicians call a cyclic group, and its "neutral element" is 0 (or n, they are the same in the cyclical group). That means that (a+0)mod n=a mod n, so the 0 doesn't change an element by being added.
      That is very obvious if you actually write it as a 0 instead of an n.

    • @AndersJackson
      @AndersJackson 6 лет назад +3

      And multiply by zero also give nice properties. :-)

    • @tohopes
      @tohopes 6 лет назад

      But clocks are 1-based.

  • @Kolop315
    @Kolop315 6 лет назад +75

    Wow, that is way more simple than I was expecting.

  • @xdyps
    @xdyps 6 лет назад +24

    Please do a video on Elliptic-curve cryptography and Elliptic-curve Diffie-Hellman , pretty please :D

  • @xZise
    @xZise 6 лет назад +268

    It looks really simple, but it unfortunately doesn't explain whether "(g^a mod n)^b" and "(g^a)^b mod n" are the same. I mean obviously it must be the same for it to work.

    • @bgroks1
      @bgroks1 6 лет назад +48

      Fabian Neundorf (g^a mod n)^b mod n is the same as (g^a)^b mod n, I believe he also mentioned it briefly in the video.

    • @jonathanseamon9864
      @jonathanseamon9864 6 лет назад +63

      The simple answer as to why they're the same is that Modulo arithmetic=Finite fields, and Finite fields are consistent. Proving that finite fields are consistent would probably be another couple videos...

    • @TheUnclepecos
      @TheUnclepecos 6 лет назад +174

      Short answer: It's because the product in modulo/clock arithmetic is defined that way. If you wanna know more I'll explain it in more detail:
      Maybe it's easier if you think of g^a mod n just as a number between 0 and n-1 (actually if we use this notation we should start from 1 and go up to n-1, but it's not extremely important so let's forget about it). Think of the multiplication between two such numbers as a standard multiplication, but if the result is bigger than n-1 we take the remainder.
      So basically the product is just:
      (a mod n)*(b mod n) = a*b mod n (THIS IS THE DEFINITION OF PRODUCT IN MODULO ARITHMETIC)
      Elevating g to the power a is just repeated multiplication, so what you do is apply the definition of product:
      (g mod n)^a = (g mod n)*(g mod n)*...*(g mod n) = g*g*g*...*g mod n
      You can easly see that we get a similar thing if we elevate g^a to the power b:
      (g^a mod n)*(g^a mod n)*...*(g^a mod n) = (g^a)*(g^a)*...*(g^a) mod n = (g^a)^b mod n
      So yeah, (g^a mod n)^b = (g^a)^b mod n
      Hope it's clear now ;)

    • @FelkCraft
      @FelkCraft 6 лет назад +25

      The "mod n" isn't an operation in this case. Appending "mod n" to a term just signals that you're calculating in clock arithmetic, meaning you always stay between 0 and n-1. If you do 2+3 in "mod 4", the answer is 5, or 1, or even 9, because in "mod 4" 1 is equal to 5 by definition. Calculating a modulo is not an operation that needs to be performed if you define yourself to be working in clock arithmetic

    • @danieljensen2626
      @danieljensen2626 6 лет назад +43

      Actually g^(ab) mod n = (g^a mod n)^ b mod n, but yes, it is the same. The proof is just long and kinda gross which is why he didn't get into it. Here it is if you want to see it though.
      Proof:
      Any number m mod n is defined as the remainder left after dividing m by n, so we have m=q*n+r where q is the whole number of times n goes into m, and m mod n=r, which is the remainder.
      So g^a=q_a*n+r_a, and g^a mod n=r_a. (I'm using the underscore to denote a subscript.)
      (g^a mod n)^b=r_a^b=q_1*n+r_1, and (g^a mod n)^b mod n=r_1.
      g^(a*b)=q_(ab)*n+r_(ab), and g^(a*b) mod n =r_(ab).
      But we also know g^(a*b)=(g^a)^b, and g^a=q_a*n+r_a, so g^(a*b)=(q_a*n+r_a)^b.
      Expanding that out into a sum we get
      (q_a*n+r_a)^b=sum((q_a*n)^(b-j)*r_a^j,j=0..b)
      The last term in this sum is r_a^b and every other term has at least one factor of n, so we can rewrite it as
      (q_a*n+r_a)^b=n*sum(q_a^(b-j)*n^(b-j-1)*r_a^j , j=0..b-1)+r_a^b.
      Now let q_2=sum(q_a^(b-j)*n^(b-j-1)*r_a^j , j=0..b-1), so we have
      (q_a*n+r_a)^b=q_2*n+r_a^b.
      Remember that this is equal to g^(a*b). So we have
      g^(a*b)=q_2*n+r_a^b.
      We already have r_a^b=q_1*n+r_1, so we have
      g^(a*b)=(q_1+q_2)*n+r_1
      and g^(a*b) mod n = r_1.
      We already had that (g^a mod n)^b mod n = r_1 so we have now proved that
      g^(a*b) mod n = (g^a mod n)^b mod n.

  • @wildwest1832
    @wildwest1832 3 года назад +13

    The idea of diffie hellman is actually really clever. Its actually pretty hard to come up with a way to do that, and not have anyone be able to reverse how they did it or needing to share something that can be reversed. I can see why we still use this today it would be very difficult to replace it, and its very ingenious how it works and its not incredibly complicated either.

  • @AdamMPick
    @AdamMPick 6 лет назад +42

    The whole time I am thinking about the clock-drawing test, after seeing those clockface numbers beeing squished together.
    PS. I find this video even simpler to understand than the original "simple" version with the food colouring.

    • @kayinnasaki
      @kayinnasaki 6 лет назад +6

      Same. With the color one I was like "what do you mean I can't figure out what the other color was? We just subtract the public color from it!"

    • @lambertbrother1628
      @lambertbrother1628 6 лет назад +1

      The actual process is more difficult as instead of adding, it's multiplication to the power of another colour. Imagine Yellow^red x blue.

    • @xcvsdxvsx
      @xcvsdxvsx 6 лет назад +3

      Me too. It's so easy to understand math when it doesn't have weird symbols that I have no idea what the heck they mean.

    • @AndersJackson
      @AndersJackson 6 лет назад +3

      Yes, the thing with math is that it is a language which you need to learn. Once you do, the concepts behind the maths become not that complicated, when you know them. Implementation could still be complicated though. Devils in the details...

  • @kegelsknight
    @kegelsknight 6 лет назад +208

    It shouldn't be 'n' on the clock but 'n-1' because 'n'==0 in modolo

    • @sebastianheinrich8683
      @sebastianheinrich8683 6 лет назад +22

      I'm not the only one who is botherd by this ^^

    • @AhsimNreiziev
      @AhsimNreiziev 6 лет назад +5

      This is very true. Easy mistake to make, though.

    • @Majenga
      @Majenga 6 лет назад +3

      same thought here - was about to write a comment.

    • @remuladgryta
      @remuladgryta 6 лет назад +41

      There are 3 hard things in programming:
      1 off by one errors and
      2 naming things

    • @breadnoodle
      @breadnoodle 6 лет назад

      I was about to write the same xd

  • @Starfuchs
    @Starfuchs 6 лет назад +144

    The clockface only goes up to n-1, (n mod n = 0). He forgot to change that too when he added the zero afterwards

    • @kpan
      @kpan 6 лет назад +5

      Thomas Wigele Yeah I came down to point it out as well :)

    • @666Tomato666
      @666Tomato666 6 лет назад +1

      not only that, but the primality of g is completely irrelevant - the n needs to be prime if you want the n in the 2 to 4k range (and DH to remain secure), best if n is actually a safe prime (then g can be any number but 0, 1 and n-1) - a prime for which (n-1)/2 is also prime

    • @kpan
      @kpan 6 лет назад

      666Tomato666 I don't get why n would have to be prime at all?

    • @aleksandarsavev
      @aleksandarsavev 6 лет назад +2

      +Π. Καράπας This way you are 100% sure that the remainder is in [0, n-1].

    • @kpan
      @kpan 6 лет назад +4

      Александър Савев but doesn't modulo always return something in the range of [0,n-1]?

  • @AbhishekSharma0318
    @AbhishekSharma0318 6 лет назад +27

    This was not that difficult!

  • @kennethcarvalho3684
    @kennethcarvalho3684 2 года назад +5

    For some reason I understand all his videos but not many of the other tutors on Comphile.. Quite a teacher

  • @sponsoredmessage201
    @sponsoredmessage201 2 года назад +3

    I don't understand why (g^a mod n)^b mod n = (g^a)^b mod n

  • @YousifNael
    @YousifNael 5 лет назад +11

    g needs to be a primitive root of n for this to work.

    • @trogdorstrngbd
      @trogdorstrngbd 4 года назад +4

      Is that true? After thinking about this (admittedly only for a few minutes), it is obvious to me that for a given size of n, selecting g to be a primitive root is the most secure because you'll get the maximal cycle length of n-1. But choosing a non-(primitive root) doesn't seem to actually break the algorithm.

    • @drewkavi6327
      @drewkavi6327 3 года назад +2

      @@trogdorstrngbd yes is doesn't break the algorithm but you will need to exhaust fewer values

  • @elultimopujilense
    @elultimopujilense 4 года назад +2

    At 4:00 that exponentiation is flawed, because you need to calculate (g^a mod n)^b, not (g^a)^b. Those are not the same, and the explanation he gave is not correct. He should have said that because of the modulus exponentiation property (g^a mod n)^b mod n is the same as (g^b mod n)^a mod n. He omitted a really important step when he jumped to (g^a)^b is equal to (g^b)^a. That is something that you arrive at when you apply the modulus exponentiaion property.

  • @vorniy
    @vorniy 6 лет назад +43

    But isn't the public value "g^a mod n" instead of "g^a" or is that irrelevant, because "(g^a mod n)^b mod n" is the same as "(g^b mod n)^a mod n"?

    • @evge
      @evge 6 лет назад +9

      was wondering the same thing, can someone answer

    • @ChenfengBao
      @ChenfengBao 6 лет назад +8

      You can put "mod n" anywhere or nowhere. It doesn't make any difference as long as the end result is mod n.

    • @johnmiller8884
      @johnmiller8884 6 лет назад +32

      That "mod n" is important for keeping things secret. Remember that it is the *discrete* logarithm problem that is hard. If I give you `g` and `g^a` you can find `a` you could find `a` by log_g (g^a). That is what a logarithm is: the inverse of exponentiation. The 'mod n' piece is what make the problem hard because you don't know how many times you have looped back to 0 again. For any given g and n there actually might be a lot of values for a that would work, *but* if g and n are relatively prime (they have no common factors) then there is exactly one value a less than n that will result in g^ mod n. That is why the subtle mention that g and n are large *prime* numbers. The math still works if they are not, but it makes the problem of finding a much easier.

    • @efeyzee
      @efeyzee 6 лет назад +13

      Tested with a couple values, (g^a mod n)^b mod n seems to equal (g^b mod n)^a mod n .

    • @philippetrov4881
      @philippetrov4881 6 лет назад +9

      Yes, it is.
      And yes, "(g^a mod n)^b mod n" is the same as "(g^b mod n)^a mod n"

  • @vibhavsharma9093
    @vibhavsharma9093 Год назад +2

    great video, just to clarify modulo math, ((g^a)^b) mod n = ( ( (g^a) mod n )^b )mod n,
    by using this we can generate same value from both side

    • @HarishNarayanan
      @HarishNarayanan Год назад

      This is the most important fact that makes this explanation work.

  • @jasper265
    @jasper265 6 лет назад +3

    It's annoying how he simplifies his notation and then just forgets to explain a part because it wasn't in his simplified explanation.
    In particular, I know that (a^b)^c = a^(a*b) and that's what he used to explain it. However, we need (a^b mod n)^c mod n = a^(b*c) mod n. It seems the latter is also true, but because of his simplified notation, he forgets to explain it...

    • @aszxdcfv0509
      @aszxdcfv0509 2 года назад

      Yeah! I had to do a bit of googling to find out what’s happening. At least to me, the exponent part is quite familiar high school level of math but the modular calculation is what I’m not familiar with.

  • @VoilaTadaOfficial
    @VoilaTadaOfficial 6 лет назад +7

    I love these math versions. They help me understand it so much better than just the computer science bits. Please do more of these!

  • @supdawg7811
    @supdawg7811 6 лет назад +8

    Yeah but you never talked about if (g^{a} mod n)^{b} is the same as (g^{b} mod n)^{a}. As in, does g^{a^{b}} = g^{b^{a}} hold in the modulo field.

    • @Aidiakapi
      @Aidiakapi 6 лет назад +4

      Yeah, I wanted to hear that too, but considering the technique wouldn't work otherwise, it probably is. It also kind of makes intuitive sense in the terms of significant bits. Modulo tosses away all most-significant bits, and only keeps the least significant bits. Multiplication will push the least significant bits into the most significant bits (two 32 bit numbers multiplied for example, gives a 64 bit number). So tossing away those most significant bits (which would've been moved to even higher significant bits) shouldn't matter.

    • @Dsiefus
      @Dsiefus 6 лет назад +2

      The modulo just takes the remainder of the division: being the multiplication commutative, g^(ab) = g^(ba), you'll get the same number. You can then do modulo n, but the number will be the same anyways.

    • @yondaime500
      @yondaime500 6 лет назад +2

      Let's say g^{a} = X + Y, where X is divisible by n and Y < n (therefore g^{a} mod n = Y). Then
      g^{ab} is (X^b + c1*X{b-1}Y + c2*X{b-2}Y^{2} + ... + Y^b). Since X is a multiple of n, all but the last term will be zero mod n, so we are left with Y^b mod n = ( g^{a} mod n)^b mod n after we take the modulo. Therefore g^{ab} mod n = g^{a} mod n)^b mod n. I hope that's clear enough.

    • @AndersJackson
      @AndersJackson 6 лет назад +1

      This is why he put this in the Maths video and not the colour video. As you should know this basic thing to know the theory. And he mentioned it in the video, very short.

  • @Syldar
    @Syldar Год назад +4

    This is the most interesting channel about computer science. I’ll never be as much grateful as I would like to be. Thanks a lot for sharing these.

  • @DicoTheRedstoner
    @DicoTheRedstoner 6 лет назад +1

    The video claims that Alice knows g^b and Bob knows g^a once they're sent, but they only know the remainders of these values. He didn't mention this or explain how they still get the same shared secret. Disappointing

    • @BRUHItsABunny
      @BRUHItsABunny 5 лет назад

      (g^a mod n)^b mod n = g^(a*b) mod n
      He simplified his notation... and with it his explanation

  • @RineezAhmed
    @RineezAhmed 2 года назад +1

    In previous video Mike said the math is very complex so separated out to another video. Now by the end of this video Mike says the math is not very complex it's simple. 🙃
    Actually it was hard for me to understand how (g^a mod n)^b became (g^ab mod n) . It felt so counter intuitive to me that I had to test the math with several sample values before I could convince my brain it is true.

  • @Caelum1337
    @Caelum1337 6 лет назад +1

    Alice sends her key (g^a mod n), but you assume that (g^a mod n)^b = (g^ab mod n) is that correct? I wished you proved your assumptation

  • @kamism770
    @kamism770 2 года назад +1

    Does Alice and Bob gonna share the exponent values with the modulo operation or without it at the first exchange ? Cuz he first said said that both of them gonna use the modulo operation but he completed the analogy with only the exponents values (g^a and g^b)

  • @trevordobbertin6469
    @trevordobbertin6469 6 лет назад +4

    It would be awesome if you guys did some podcasts. I learn so much from you guys and it would be great to listen while in the car or at school. Thanks guys.

  • @spuddo123
    @spuddo123 2 года назад +4

    I love how this all works on the fact that (((a^b)%x)^c)%x=(((a^c)%x)^b)%x

  • @AustrianAlrounder
    @AustrianAlrounder 2 года назад +1

    Amazing video, but how do we know that (x^a mod n)^b is the same as (x^a)^b mod n? 🙂

  • @DavidPsurny
    @DavidPsurny Месяц назад +1

    3:32 How can Alice perform (g^b)^a when she receives ((g^b) mod n) from Bob? Alice does not know the value of (g^b).

    • @danielf.7151
      @danielf.7151 10 дней назад

      it's not mentioned, but (((g^b) mod n)^a) mod n is the same as ((g^b)^a) mod n. this applies zo adfition and multiplication as well

  • @garydunken7934
    @garydunken7934 6 месяцев назад +1

    Bad camera positioning. Keep it steady on the page, most of the time his head was in the way.. damn.

  • @regdenied3306
    @regdenied3306 6 лет назад +10

    It is quite misleading that after they exchange (g^a)mod n and (g^b)mod n Mike goes on as if alice knew the value of g^b and bob g^a and even saying that those values would now be public, which is simply wrong.

    • @ChrisStavros
      @ChrisStavros 3 года назад

      I'm glad I'm not the only one I thought this, I literally couldn't go on watching the video, this bothered me so much. At 3:47 He says Bob sends Alice g^b, well now everyone knows b. If he meant to say Bob sends Alice g^b mod n, then he doesn't explains how Alice is able to extract g^b from that (why can't people listening in do this then??) in order to raise it to a.
      Very frustrating.

  • @MaxDiscere
    @MaxDiscere 6 лет назад +12

    why do it have to be prime numbers?

    • @evankivolowitz4788
      @evankivolowitz4788 6 лет назад +5

      Because if you can easily factor g^a or g^b, then you can find a or b in polynomial time (easy to do on technology we have today).

    • @kamoroso94
      @kamoroso94 6 лет назад +7

      It also makes the number modulo n more uniformly distributed.

    • @Dsiefus
      @Dsiefus 6 лет назад +4

      Because otherwise it wouldn't be a field.

    • @jackflash9123
      @jackflash9123 3 года назад

      @@evankivolowitz4788 This is not true. What you are thinking of is prime factorization (getting the product in primes of a number) but that does not come into play here. Also you never send g^a or g^b but the remainder of that number after mod n. The reason for prime numbers is, that you distribute possible secrets on the whole range 0, ..., n-1.

  • @jlamothe2
    @jlamothe2 4 года назад +1

    X mod n will be in the range of 0 to n-1, not 0 to n.
    I'm also a little unclear as to how we get g^(a*b) mod n. Bob, for instance would have g, n, b, and g^a mod n. I think it might be the same as (g^a mod n)^b mod n, which Bob could compute, but I'm not sure if that's correct, or if so, why.

    • @xiezhenhaoa
      @xiezhenhaoa Год назад

      According to Congruence modulo, (a mod n) * (b mod n) = a*b mod n, so (g^a mod n)^b mod n = (g^a)^b mod n

  • @jaytimbadia2191
    @jaytimbadia2191 4 года назад +1

    Nice video Computerphile. Q: What if Alice and Bob gets their private number a & b same? Can we find the chance of that scenario?

    • @parveenakhtar486
      @parveenakhtar486 3 года назад

      They both are still going to get the same answer

  • @MSA_THE_DEV
    @MSA_THE_DEV 3 года назад +1

    As a backend developer, I have to say keeping secrets from the server is a bit offensive to me.

  • @sieevansetiawan4792
    @sieevansetiawan4792 4 года назад +1

    Technical question. Does the value of a, b, g, n are permanent, or they get changed periodically.

  • @SkylerGhostly
    @SkylerGhostly 4 года назад +1

    G TO THE A TO THE B TO THE C, COMPUTERPHILE IS THE BEST YOU SEE

  • @salerio61
    @salerio61 6 лет назад +34

    The clock-face numbers should go from 0 to (n-1)

    • @OXXOI77777
      @OXXOI77777 6 лет назад +3

      You are technically correct, the best kind of correct

    • @almightyhydra
      @almightyhydra 6 лет назад +1

      Martin O'Donnell Or even 1..n-1, as this is a multiplicative group.

    • @CJBurkey
      @CJBurkey 6 лет назад

      I'm glad a lot of people saw it.

    • @potatopassingby
      @potatopassingby 6 лет назад

      thank you. i kept thinking about it and it was so hard to concentrate on the video haha

    • @xXThePr0Xx
      @xXThePr0Xx 4 года назад

      And it should start at 1 because 0 isn't an element of the multiplicative group Z*_n

  • @programmercouple
    @programmercouple 3 года назад +1

    There is no better explanation of the "Diffie-Hellman key exchange".

  • @dannyniu4268
    @dannyniu4268 6 лет назад +5

    What about Elliptic Curve Diffie Hellman??!

    • @americanswan
      @americanswan 6 лет назад +2

      Danny Niu
      I wish them luck in finding someone who can explain this in a simple manner.

    • @666Tomato666
      @666Tomato666 6 лет назад

      the problem is defining what "adding points on an elliptic curve" means, after that is simple, you just add points instead of exponentiate and the algorithm still works - both alice and bob select a random number a and b, exchange g · a and g · b, add to it their own secret part to get g · a · b and g · b · a, respectively, which will be the same value - mission accomplished

    • @americanswan
      @americanswan 6 лет назад

      666Tomato666
      I'd like to see it explained as easily as this video.

    • @shumymikaball
      @shumymikaball 5 лет назад

      Once the aritmetic is defined, is the same - a.b×G = b.a×G

  • @DimMyPrp
    @DimMyPrp 6 лет назад +2

    Yeah! Best explanation on key exchange ever. Thanks to both videos I understood it instantaneously. A test on paper and mental arithmetic worked like a charm.
    Thanks :-)

  • @giusepperana6354
    @giusepperana6354 5 дней назад

    Your explanation seems to be skipping a part though. You're not doing (g^a)^b, you're doing (g^a%n)^b, so why does that still work?

  • @pranit_7D
    @pranit_7D Год назад +1

    This somehow made more sense than the color version lol

  • @aanesijr
    @aanesijr 6 лет назад +1

    Is it weird that I found this easier to understand than the one with the colors?