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the crypto lattice

Last time we have seen that tori are dual (via their group of characters) to lattices with a Galois action. In particular, the Weil descent torus $R_n=R^1_{\mathbb{F}_{p^n}/\mathbb{F}_p} \mathbb{G}_m $ corresponds to the permutation lattices $R_n^* = \mathbb{Z}[x]/(x^n-1) $. The action of the generator $\sigma $ (the Frobenius) of the Galois group $Gal(\mathbb{F}_{p^n}/\mathbb{F}_p) $ acts on the lattice by multiplication with $x $.

An old result of Masuda (1955), using an even older lemma by Speiser (1919), asserts than whenever the character-lattice $T^* $ of a torus $T $ is a permutation-lattice, the torus is rational, that is, the function-field
of the torus $\mathbb{F}_p(T) $ is purely trancendental

$\mathbb{F}_p(y_1,\ldots,y_d) = \mathbb{F}_p(T) = (\mathbb{F}_{q^n}(T^*))^{Gal} $

(recall from last time that the field on the right-hand side is the field of fractions of the $Gal $-invariants of the group-algebra of the free Abelian group $T^* = \mathbb{Z} \oplus \ldots \oplus \mathbb{Z} $ where the rank is equal to the dimension $d $ of the torus).

The basic observation made by Rubin and Silverberg was that the known results on crypto-compression could be reformulated in the language of algebraic tori as : the tori $T_2 $ (LUC-system) and $T_6 $ (CEILIDH-system) are rational! So, what about the next cryptographic challenges? Are the tori $T_{30} $, $T_{210} $ etc. also rational varieties?

Recall that as a group, the $\mathbb{F}_p $-points of the torus $T_n $, is the subgroup of $\mathbb{F}_{p^n}^* $ corresponding to the most crypto-challenging cyclic subgroup of order $\Phi_n(p) $ where $\Phi_n(x) $ is the n-th cyclotomic polynomial. The character-lattice of this crypto-torus $T_n $ we call the crypto-lattice and it is

$T_n^* = \mathbb{Z}[x]/(\Phi_n(x)) $

(again the action of the Frobenius is given by multiplication with $x $) and hence has rank $\phi(n) $, explaining that the torus $T_n $ has dimension $\phi(n) $ and hence that we can at best expect a compression from $n $-pits to $\phi(n) $-pits. Note that the lattice $T_n^* $ is no longer a permutation lattice, so we cannot use the Masuda-Speiser result to prove rationality of $T_n $.

What have mathematicians proved on $T_n $ before it became a hot topic? Well, there is an old conjecture by V. E. Voskresenskii asserting that all $T_n $ should be rational! Unfortunately, he could prove this only when $n $ is a prime power. Further, he proved that for all $n $, the lattice $T_n $ is at least stably-rational meaning that it is rational upto adding free parameters, that is

$\mathbb{F}_p(T_n)(z_1,\ldots,z_l) = \mathbb{F}_p(y_1,\ldots,y_{d+l}) $

which, sadly, is only of cryptographic-use if $l $ is small (see below). A true rationality result on $T_n $ was proved by A.A. Klyashko : $T_n $ is rational whenever $n=p^a.q^b $ a product of two prime powers.But then, $30=2 \times 3 \times 5 $ the first unknown case…

At Crypto 2004, Marten van Dijk and David Woodruff were able to use an explicit form of Voskresenskii stable rationality result to get an asymptotic optimal crypto-compression rate of $n/\phi(n) $, but their method was of little practical use in the $T_{30} $, for what their method gave was a rational map

$T_{30} \times \mathbb{A}^{32}_{\mathbb{F}_p} \rightarrow \mathbb{A}^{40}_{\mathbb{F}_p} $

and the number of added parameters (32) is way too big to be of use.

But then, one can use century-old results on cyclotomic polynomials to get a much better bound, as was shown in the paper Practical cryptography in high dimensional tori by the collective group of all people working (openly) on tori-cryptography. The idea is that whenever q is a prime and a is an integer not divisible by q, then on the level of cyclotomic polynomials we have the identity

$\Phi_{aq}(x) \Phi_a(x) = \Phi_a(x^q) $

On the level of tori this equality implies (via the character-lattices) an ismorphism (with same assumptions)

$T_{aq}(\mathbb{F}_p) \times T_a(\mathbb{F}_p) \simeq (R^1_{\mathbb{F}_{p^q}/\mathbb{F}_p} T_a)(\mathbb{F}_p) = T_a(\mathbb{F}_{p^q}) $

whenever aq is not divisible by p. Apply this to the special case when $q=5,a=6 $ then we get

$T_{30}(\mathbb{F}_p) \times T_6(\mathbb{F}_p) \simeq R^1_{\mathbb{F}_{p^5}/\mathbb{F}_p} T_6(\mathbb{F}_p) $

and because we know that $T_6 $ is a 2-dimensional rational torus we get, using Weil descent, a rational map

$T_{30} \times \mathbb{A}^2_{\mathbb{F}_p} \rightarrow \mathbb{A}^{10}_{\mathbb{F}_p} $

which can be used to get better crypto-compression than the CEILIDH-system!

This concludes what I know of the OPEN state of affairs in tori-cryptography. I’m sure ‘people in hiding’ know a lot more at the moment and, if not, I have a couple of ideas I’d love to check out. So, when I seem to have disappeared, you know what happened…

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thanks for linking

I’ve re-installed the Google analytics plugin on december 22nd, so it is harvesting data for three weeks only. Still, it is an interesting tool to gain insight in the social networking aspect of math-blogging, something I’m still very bad at…

Below the list of all blogs referring at least 10 times over this last three weeks. In brackets are the number of referrals and included are the average time Avg. they spend on this site, as well as the bounce back rate BB. It gives me the opportunity to link back to some of their posts, as a small token of gratitude. I may repeat this in the future, so please keep on linking…

Not Even Wrong (69) : Avg (1.05 min) BB (52.94%)

The most recent post of Peter is an update on the plagiarism scandal on the arXiv.

The n-category cafe (63) : Avg (2.13 min) BB (50%)

The one series I followed at the cafe lately was the Geometric Representation Theory course run by John Baez and James Dolan. They provide downloadable movies as well as notes.

Richard Borcherd’s blog (47) : Avg (1.53 min) BB (53.19%)

It is great to see that Borcherds has taken up blogging again, with a post on the uselessness of set theory.

The Arcadian functor (32) : Avg (3.45 min) BB (34.38 %)

It is clear from the low bounce-back rate and the high average time spend on this site, that Kea’s readers and mine have common interests. Often I feel that Kea and I are talking about the same topics, but that our language is so different, that it is difficult for me to spot the precise connection. I definitely should start (for myself) a translation-project of her M-theory posts.

RupertGee’s iBlog (23) : Avg (6.48 min) BB (34.7 %)

Surprisingly, and contrasting to my previous rant iTouch-people (or at least those coming here from Rupert Gee’s blog) sure take time to read the posts and look for more.

Ars Mathematica (22) : Avg (0:01 min) BB (77,2 %)

Well, the average time and bounce back rate say it all : people coming here from Ars Mathematica are not interested in longer posts…

iTouch Fans Forum (14) : Avg (2:07 min) BB (42.86 %)

Again, better statistics than I would have expected.

Vivatsgasse 7 (13) : Avg (1:51 min) BB (38.46 %)

I hope these guys haven’t completely given up on blogging as it is one of my favourites.

Sixth form mathematics (12) : Avg (1:40 min) BB (25 %)

My few old posts on LaTeXrender still draw referrals…

Strategic Boards (12) : Avg (0:01 min) BB (91.67 %)

People in strategic board games are not really in my game-posts it seems…

The Everything Seminar (11) : Avg (2:04 min) BB (72.73 %)

Greg Muller has been posting a couple of nice posts on chord diagrams, starting here.

Noncommutative Geometry (11) : Avg (3:36 min) BB (27.27 %)

Well, we are interested in the same thing viewed from different angles, so good average times and a low bounce back rate. Maybe, I should make another attempt to have cross-interaction between the two blogs.

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Doodles worth millions (or not)

Via PD1, who told me the story on her 23rd birthday, yesterday.

The story starts with Alex Matter, whose father, Herbert, and mother, Mercedes, were artists and friends of Jackson Pollock, famous for his drip-paintings. He discovered a group of small drip paintings in a storage locker in Wainscott, N.Y. which he believed to be authentic Pollocks, and if he is proved right, they would be worth millions of dollars.

Usually such discoveries lead to heated debates among art-critics and Pollock-experts whether one finds proof to authenticate the paintings. Not this time. In steps a mathematician who claims that he can authenticate a Pollock drip-painting by calculating its fractal dimension (??!!)… and claims that these drippings cannot be Pollocks because their dimension is too small… LOL!

This madmatician is Richard Taylor from the University of Oregon in Corvallis.

Taylor took a digital image of a Pollock painting into his lab, broke the image into its separate colors, and computed the fractal dimension of the lines in each color. Each time, he got a number between 1 and 2, confirming his notion that Pollock’s paintings are fractal. “Rather than mimicking nature,” Taylor says, Pollock “adopted its language of fractals to build his own patterns.”

In 1999, Taylor reported that the fractal dimension of Pollock’s paintings increased during his life. His early drip paintings have a loose web of lines, mostly at the same scale. Because these paintings show no fractal qualities, their dimension is near 1. But Pollock’s later paintings have a dense network of overlapping lines, ranging from large, bold strokes to delicate threads, Taylor calculated a fractal dimension of 1.72 for these works.

His paper on this “Authenticating Pollock Paintings Using Fractal Geometry” can be found here. Luckily, the story doesn’t end here. In steps a graduate student in astrophysics at Case Western, Katherine Jones-Smith who had to give a seminar talk to her fellow students.

“I was sort of bored with particle astrophysics,” Jones-Smith says, so she looked around for something different. She came across an account of Taylor’s work, and “it sounded really cool,” she recalls.

“The obvious check to me was to make sure that not any old scribble would appear to be fractal,” she says. “So, I made some scribbles.” Much to her surprise, when she computed the fractal dimension of her scribbles, they turned out to be greater than 1.

Recently, she arXived her findings in the paper Drip Paintings and Fractal Analysis from which the above doodles are taken, called appropriately “Gross pebbles” and “Mixed stars”.

When Katherine Jones-Smith made some doodles on a page “”pretty ugly” ones, she says”she found that they shared the qualities of a Pollock, according to an analysis that follows Taylor’s approach. “Either Taylor is wrong, or Kate’s drawings are worth $40 million,” says Jones-Smith’s collaborator Harsh Mathur. “We’d be happy either way.

More on this hilarious story can be found in this science news article, this New-York times story or the Pollocks-bollocks blog entry over at biophemera.

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