from consts import * from components import * import numpy as np from manim import * class Introduction(TitledScene): def construct(self): self.add_title("Goldreich--Goldwasser--Halevi") self.wait() text_1 = Tex( r""" \begin{itemize} \item Lattice-based cryptosystem. \item Devised in 1997 by Goldreich, Goldwasser, and Halevi. \item Broken in 1999 by Nguyen. \end{itemize} """, font_size=MEDIUM_FONT, ) self.add(text_1) self.play(Write(text_1, run_time=4.0)) self.wait() class Premise(TitledScene): def construct(self): self.add_title("Lattices") # A lattice is a subspace of a vector space that is constructed by taking integer multiples of some basis # vectors. # For example, take the real plane R2. plane = NumberPlane(axis_config={"stroke_width": 0.0}) plane.set_z_index(-10) plane.set_opacity(0.75) dot = Dot(ORIGIN) self.add(dot, plane) self.play(Create(dot), Create(plane)) self.wait() # We can construct the 2D grid of integers with the elementary basis lattice_1 = VGroup() arrow_1 = Arrow(ORIGIN, [1, 0, 0], buff=0) arrow_2 = Arrow(ORIGIN, [0, 1, 0], buff=0) self.play(Create(arrow_1), Create(arrow_2)) self.wait() for i in range(-50, 50): for j in range(-25, 25): lattice_1.add(Dot([i, j, 0])) self.play(Create(lattice_1)) # By moving these basis vectors but maintaining their linear independency, other lattices can be formed self.play( Transform(arrow_1, Arrow(ORIGIN, [1.5, 0, 0], buff=0)), *[ Transform( dot, Dot( dot.get_center() * np.matrix([[1.5, 0, 0], [0, 1, 0], [0, 0, 1]]) ), ) for dot in lattice_1 ] ) self.wait() self.play( Transform(arrow_1, Arrow(ORIGIN, [1, -0.5, 0], buff=0)), *[ Transform( dot, Dot( dot.get_center() * np.matrix([[2 / 3, 0, 0], [0, 1, 0], [0, 0, 1]]) * np.matrix([[1, -0.5, 0], [0, 1, 0], [0, 0, 1]]) ), ) for dot in lattice_1 ] ) self.wait() self.play( Transform(arrow_1, Arrow(ORIGIN, [1, -1, 0], buff=0)), Transform(arrow_2, Arrow(ORIGIN, [1, 1, 0], buff=0)), *[ Transform( dot, Dot( dot.get_center() * np.matrix([[1, 0.5, 0], [0, 1, 0], [0, 0, 1]]) * np.matrix([[1, -1, 0], [1, 1, 0], [0, 0, 1]]) ), ) for dot in lattice_1 ] ) self.wait() self.play( Transform(arrow_1, Arrow(ORIGIN, [2, 0, 0], buff=0)), *[ Transform( dot, Dot( dot.get_center() * np.matrix([[1 / 2, 1 / 2, 0], [-1 / 2, 1 / 2, 0], [0, 0, 1]]) * np.matrix([[2, 0, 0], [1, 1, 0], [0, 0, 1]]) ), ) for dot in lattice_1 ] ) self.wait() class MatrixRep(TitledScene): def construct(self): self.add_title("Lattices") matrix_comp = MathTex( r"\begin{bmatrix}1 & 1\\ 1 & -1\end{bmatrix} \sim \begin{bmatrix}1 & 2\\ 1 & 0\end{bmatrix}" ) lattice_comp = MathTex( r"L\left(\begin{bmatrix}1 & 1\\ 1 & -1\end{bmatrix}\right) = L\left(\begin{bmatrix}1 & 2\\ 1 & 0\end{bmatrix}\right)" ) self.play(Create(matrix_comp)) self.wait() self.play(Transform(matrix_comp, lattice_comp)) self.wait() self.play(ApplyMethod(matrix_comp.shift, 2 * UP)) self.wait() l_def = MathTex( r"L(\begin{bmatrix}\mathbf{b_1} & \mathbf{b_2}\end{bmatrix}) = \{ k_1 \mathbf{b_1} + k_2 \mathbf{b_2} \mid k_i \in \mathbb{Z} \}" ) l_def.shift(DOWN) self.play(Create(l_def)) self.wait() class LatticeProblems(Scene): def construct(self): text = Tex("How does this give us a trapdoor?", font_size=LARGE_FONT) self.play(Create(text)) self.wait() self.play(Transform(text, Tex("Lattice problems", font_size=LARGE_FONT))) self.wait() self.play(ApplyMethod(text.to_corner, UP + LEFT)) self.wait() class OrthoDefect(Scene): def construct(self): text = Tex("How do we decide which bases are ``good''?", font_size=LARGE_FONT) self.play(Create(text)) self.wait() self.play(Transform(text, Tex("Orthogonal defect", font_size=LARGE_FONT))) self.wait() self.play(ApplyMethod(text.to_corner, UP + LEFT)) self.wait() diagram_1 = VGroup() diagram_1.add(Dot(ORIGIN)) diagram_1.add(Arrow(ORIGIN, [1, 0, 0], buff=0)) diagram_1.add(Arrow(ORIGIN, [0, 1, 0], buff=0)) diagram_1.shift(2 * LEFT) diagram_1.set_color(GREEN) label_1 = Tex("Defect 1", font_size=MEDIUM_FONT) label_1.next_to(diagram_1, DOWN) diagram_2 = VGroup() diagram_2.add(Dot(ORIGIN)) diagram_2.add(Arrow(ORIGIN, [0.25, 1, 0], buff=0)) diagram_2.add(Arrow(ORIGIN, [0.5, 1, 0], buff=0)) diagram_2.shift(2 * RIGHT) diagram_2.set_color(RED) label_2 = Tex(r"Defect $\approx$ 4.6", font_size=MEDIUM_FONT) label_2.next_to(diagram_2, DOWN) self.play(Create(diagram_1), Create(diagram_2)) self.wait() self.play(Create(label_1), Create(label_2)) self.wait()