## 1 Introduction

In the projective plane *Hessian pencil* is given by the equation

Its properties are well known (see [1] for an extensive review) and Hesse curves, which constitute the Hessian pencil, have recently been popular among number theorists in relation to applied elliptic curve cryptography [17, 9]. Hessian parametrization of elliptic curves in particular has been shown to improve resistance to side-channel attacks [9].

Following [8], the replacement of the field *tropical semiring*

### Tropical polynomials and tropical curves

A tropical polynomial in *n* variables

Then to every tropical polynomial *f* we can associate its hypersurface *P*, there are two monomials in *f* that are equal and greater than any other monomial of *f* over *P* (see [13, 12]). When *f* is homogeneous its hypersurface can be considered as a tropical projective variety in

For *plane tropical curve* in *tentacle*.

### Tropical lines

The *tropical lines* are defined by the polynomials

### Tropical Hesse curves

The direct tropicalization of the Hessian pencil equation yields the tropical polynomial:

The *tropical Hesse* curve is the set of points where the maximum is reached more than once. Introducing the inhomogeneous coordinates in the projective plane *O* the *origin*,

## 2 Group law on the tropical Hesse curve

### Tropical intersections and tropical elliptic curves

We use basic facts in tropical intersection theory [13] to adapt the geometrical presentation of tropical elliptic curve group law from [4] to the case of the tropical Hesse curve. Let *support* of the polynomial

defining a plane tropical curve. The convex hull of points *A*, thus defining a *regular subdivision* Δ of *A*. The segments of *weight* of a facet of the tropical curve is the lattice length of its dual edge in the regular subdivision(i.e. the number of lattice points on the edge, including extremities, minus 1). The *degree* of the curve is *d* as defined in the support of its polynomial.

Then the balancing condition holds: for any vertex *V* in the tropical curve *multiplicity* is defined as the common quantity

and following [4] a tropical curve is called *smooth* if all its vertices are 3-valent and have multiplicity 1, and a *tropical elliptic curve* is a smooth tropical curve of degree 3 and genus 1 (number of cycles). More generally, the intersection of two segments of a plane tropical curves, with respective weight

Inspection of Figure 2 (right) show that the weight of the Hesse curve’s tentacles are 3, and the weight of the bounded segments are 1 and the balancing condition checks for all three vertices. The degree is 3 and its genus is 1. All vertices are 3-valent, their multiplicity, however, is e.g. for the origin *O*:

and the tropical Hesse curve is not smooth. The cycle

### Geometrical presentation of the group law

On a tropical elliptic curve the group law introduced in [4], by analogy with the traditional group law on elliptic curves, has a geometrical presentation. We restrict our attention to the cycle *C* of the tropical elliptic curve, see Figure 3, with *S* of the tropical line defined by *C*, and then defining *C*. Doubling of *S* of the tropical line intersecting *C* with multiplicity 2 at *P*, with *C*, and then defining *C*.

For a general point *P*, a tropical line intersecting *C* at *P* with multiplicity 2 does not necessarily exist. On the tropical Hesse curve, however, intersection of the tropical line rooted in any

Computations of determinants for each case of *P* lying on the three edges of

when *P* lies on the upper segment emanating from *O*, the lower segment emanating from *O*, the segment opposed to *O*, respectively.
∎

### Addition formulas

In [10, 15] Kajiwara and Nobe derive duplication and addition formula for the group law on the tropical Hesse curve using the process of *ultradiscretization* of the level-three theta functions on the (non-tropical) Hesse cubic curve. Here instead we calculate coordinates of points directly from the geometrical presentation above to obtain short formulas amenable to fast implementations. Let us divide the cycle *faces*, respectively:

In the first step of the addition, the intersection of *A* on the unbounded north-east ray of the tropical line, *B* on the horizontal ray and *C* on the vertical one. This third point and the origin *O* then determine the second tropical line which intersects again *A*, *B*, or *C* according to the first step.

Given *P* and *Q* on *r*, *P* being one of *Q* being one of *r* lies in.

### Doubling formulas

In order to produce the doubling formulas, we consider the tropical line to be rooted on the point in

Formulas for doubling of *P* and alternate preimage *Q* of the double of *P*.

Note that exactly two points on the tropical Hesse curve have the same image by doubling, with the exception of the origin *O*. Table 2 displays formulas for the doubling of point *P* and for *Q* the other point in the preimage of *P* by the group law doubling; then

The formulas coincide with the ones obtained through ultradiscretization in [10, 14, 15] but involve a smaller number of elementary computations (additions and comparisons). Hence their implementation over either

## 3 Analysis of the discrete logarithm problem

### 3.1 Metrics on the tropical Hesse curve

The tropical Hesse curve’s cycle *O* counterclockwise, and

The explicitation of the homomorphism for tropical elliptic curves in [4] to the case of the tropical Hesse curve is

where it is enough to specify the images of the vertices. Even though the tropical Hesse curve is not a tropical elliptic curve – it is not smooth –, the proofs in [4] are still valid for λ as defined above. We can define a signed distance on

where

### 3.2 DLP on integral points

Let us now consider the standard cryptographic setting in ECC where Alice and Bob agree on a public elliptic curve, here an integral point *a* from *P*, or to recover

The explicit homomorphism and the signed distance defined in the previous section afford simple analysis of this cryptographic setting on the tropical Hesse curve. Starting with *d* show that the group law addition reduces to a counterclockwise shift modulo *O*, or order 1, two points *K*. The metric leads to the relation

### 3.3 Doubling leads to chaos

Although the previous analysis shows that the standard group law is inadequate for cryptographic purposes, the doubling operation shows sensitivity to initial conditions and ergodicity [10]. Although the discretized doubling on integral points of the tropical Hesse curve is a permutation and thus cannot be chaotic, we can extend it to a larger subset of points with coordinates in *F* of points which coordinates are fractions with denominator of the form *F* is stable under the doubling point of the group law and, more importantly, under the halving operation yielding the two halves

The algebraic entropy [2] of the doubling map, a quantity measuring the complexity of the map defined by *P*, a point not a vertex.

## 4 A keyed hash function based on the tropical Hessian pencil

### 4.1 The tropical Hesse chaotic map

For a cryptographic application of the conjunction of both algebraic group properties and chaotic characteristics of the tropical Hessian pencil reviewed in the previous sections, we fix a tropical Hesse curve

which sends a point *k*. The

We consider the iteration of this chaotic map according to successive bits *k*, and define

where

### 4.2 A keyed cipher construction

The construction proposed is iterative and leverages the group structure on the tropical Hesse curve cycle. The message block *M* and the secret key *S* have the same bit size *n*. Note that *M* and *S* are mapped each to a point on the upper edge of the public *K* a dyadic rational), which we denote by

The cipher round

is iterated *r* times, with *r* a public parameter of the cipher, to produce the ciphertext

### 4.3 Correlation and diffusion properties

The

As seen in Figure 7, for typical values of the parameters, the cipher construction shows good decorrelation between plaintext bits and ciphertext bits. Bits 0 to 127 of the 128-bit long messages are along the horizontal axis, and the number of times the said message bit is changed after ten rounds over 1,000 runs on random messages is plotted on the vertical axis. The closer the score is to half of the runs, here 500, the closer to random is the correlation between plaintext and ciphertext.

In order to study the diffusion properties, we run the cipher construction on messages that differ on a single bit only while keeping the same secret key. We then compute the Hamming distance, the number of different bits, of the ciphertexts of these single-bit differing plaintexts.

Figure 8 shows the results of running five rounds on 16-bit and 32-bit long messages, and comparing the ciphertext with the sixteen others obtained by changing one bit at each position in the original message. Each round produces an output ciphertext larger than the input message: here ciphertexts are 543-bit long of which an average of 28.67 % are changed when a single bit of the message is switched. Note that the diffusion is larger when the bit changed is higher in the message (most significant bits). By construction the diffusion stays local and with larger key sizes, the ciphertexts are longer, hence the ratio of changed bits decreases: it is 16,4 % for a 32-bit key size yielding 1,055-bit long ciphertexts from 32-bit long plaintext messages.

## 5 Conclusions

Properties of elliptic curve geometry naturally carry over to tropical geometry where tropical variety analogues can be defined for notions of degrees, intersections, Jacobians, metrics and group law. Looking at the specific instance of the Hesse cubic curve, a well-studied form of elliptic curve with interesting properties for cryptographic usage, it appears that these properties are lost in the linearization of the group law induced by the tropicalization of the Hessian pencil.

The tropical Hesse group law doubling map

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