V3: Mastering Gram-Schmidt & Lattice Basis Reduction (LLL Algorithm) ๐
Explore the fundamentals of the Gram-Schmidt process and the LLL lattice basis reduction algorithm. Perfect for understanding key techniques in computational number theory and cryptography!

Cryptography 101
114 views โข Oct 13, 2025

About this video
These lectures give a detailed explanation of the Lenstra-Lenstra-Lovรกsz (LLL) lattice-basis reduction algorithm, one of the most powerful and versatile tool in cryptanalysis. All the required mathematical background in linear algebra and lattices is provided.
Topics covered: Orthogonal basis, projections, Gram-Schmidt orthogonalization, lattices
Lecture playlist: https://www.youtube.com/playlist?list=PLA1qgQLL41SQ5oQDDH4V5ApkxnoKi_8jl
Course web page: https://cryptography101.ca/lattice-basis-reduction/
The slides are available on the course web page.
Other cryptography courses: https://cryptography101.ca
Slides
00:00 Introduction
00:33 Slide 39: Orthogonal bases
01:36 Slide 40: Linear algebra background
02:57 Slide 41: Projections
03:47 Slide 42: Exercises
04:38 Slide 43: Application of orthogonal bases
06:19 Slide 44: Orthogonal bases exist (1)
07:16 Slide 45: Orthogonal bases exist (2)
10:00 Slide 46: Orthogonal bases exist (3)
11:29 Slide 47: Gram-Schmidt orthogonalization
13:18 Slide 48: Gram-Schmidt and lattices
14:39 Slide 49: A lower bound for the first successive minimum
17:23 Slide 50: Volume of a lattice (1)
18:36 Slide 51: Volume of a lattice (2)
Topics covered: Orthogonal basis, projections, Gram-Schmidt orthogonalization, lattices
Lecture playlist: https://www.youtube.com/playlist?list=PLA1qgQLL41SQ5oQDDH4V5ApkxnoKi_8jl
Course web page: https://cryptography101.ca/lattice-basis-reduction/
The slides are available on the course web page.
Other cryptography courses: https://cryptography101.ca
Slides
00:00 Introduction
00:33 Slide 39: Orthogonal bases
01:36 Slide 40: Linear algebra background
02:57 Slide 41: Projections
03:47 Slide 42: Exercises
04:38 Slide 43: Application of orthogonal bases
06:19 Slide 44: Orthogonal bases exist (1)
07:16 Slide 45: Orthogonal bases exist (2)
10:00 Slide 46: Orthogonal bases exist (3)
11:29 Slide 47: Gram-Schmidt orthogonalization
13:18 Slide 48: Gram-Schmidt and lattices
14:39 Slide 49: A lower bound for the first successive minimum
17:23 Slide 50: Volume of a lattice (1)
18:36 Slide 51: Volume of a lattice (2)
Video Information
Views
114
Likes
9
Duration
21:01
Published
Oct 13, 2025
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