Computer Science - Cybersecurity 2021-22

Master project (.)

Courses
Language
Master 1
l
e
p
Master 2
l
e
p
MP Autumn
l
e
p
MP Spring
l
e
p
Exam
Credits
Internship credited with Master Project (master in Cybersecurity)
CS-594 / Section IN
Profs divers
EN
-
-
320h
-
-
320h
-
-
320h
-
-
320h
Winter/Summer session
Term paper
0
Master project in Cybersecurity
CS-597 / Section IN
Profs divers
EN
-
-
-
-
-
-
-
-
900h
-
-
900h
Winter/Summer session
Oral
30

Group 1

Courses
Language
Master 1
l
e
p
Master 2
l
e
p
Specialization
Exam
Credits
Advanced algorithms
CS-450 / Section IN
Kapralov
EN
-
-
-
4h
3h
-
Summer session
Written
7
Advanced computer architecture
CS-470 / Section IN
Ienne
EN
-
-
-
3h
-
2h
Summer session
Oral
6
Cryptography and security
COM-401 / Section SC
Vaudenay
EN
4h
2h
-
-
-
-
  • Depth requirement
Winter session
Written
7
Database systems
CS-422 / Section IN
Ailamaki
EN
-
-
-
3h
2h
2h
Summer session
Written
7
Decentralized systems engineering
CS-438 / Section IN
Ford
EN
2h
2h
2h
-
-
-
Winter session
Oral
6
Distributed algorithms
CS-451 / Section SC
Guerraoui
EN
3h
2h
1h
-
-
-
Winter session
Written
6
Foundations of software
CS-452 / Section IN
Odersky
EN
2h
2h
-
-
-
-
Winter session
Written
4
Information security and privacy
COM-402 / Section IN
Hubaux,Pyrgelis
EN
3h
1h
2h
-
-
-
  • Depth requirement
Winter session
Written
6
Machine learning
CS-433 / Section IN
Flammarion,Jaggi
EN
4h
2h
-
-
-
-
Winter session
Written
7
TCP/IP networking
COM-407 / Section SC
Le Boudec
EN
2h
2h
2h
-
-
-
Winter session
Written
6

Group 2 : Options

Courses
Language
Master 1
l
e
p
Master 2
l
e
p
Specialization
Exam
Credits
Advanced compiler construction
CS-420 / Section IN
Schinz
EN
-
-
-
2h
-
2h
Summer session
During the semester
4
Advanced computer graphics
CS-440 / Section IN
Jakob
EN
-
-
-
2h
1h
-
Summer session
During the semester
6
Advanced cryptography
COM-501 / Section SC
Vaudenay
EN
-
-
-
2h
2h
-
  • Depth requirement
Summer session
Written
4
Advanced multiprocessor architecture (Cours biennal donné une année sur deux les années impaires )
CS-471 / Section IN
Falsafi
EN
4h
-
-
-
-
-
Winter session
During the semester
6
Advanced probability and applications
COM-417 / Section SC
Lévêque
EN
-
-
-
3h
2h
-
Summer session
Written
6
Advanced topics on privacy enhancing technologies
CS-523 / Section IN
González Troncoso
EN
-
-
-
3h
1h
2h
  • Depth requirement
Summer session
Written
7
Advanced VLSI design
EE-431 / Section EL
Burg
EN
-
-
-
2h
2h
-
Summer session
Written
4
Applied biostatistics
MATH-493 / Section MA
Goldstein
EN
-
-
-
2h
2h
-
Summer session
During the semester
5
Applied data analysis
CS-401 / Section SC
West
EN
2h
-
2h
-
-
-
Winter session
Written
6
Artificial neural networks
CS-456 / Section IN
Gerstner
EN
-
-
-
2h
2h
-
Summer session
Written
5
Automatic speech processing
EE-554 / Section EL
Magimai Doss
EN
2h
1h
-
-
-
-
Winter session
Written
3
Biological modeling of neural networks
BIO-465 / Section SV
Gerstner
EN
-
-
-
2h
2h
-
Summer session
Written
4
Biomedical signal processing
EE-512 / Section EL
Vesin
EN
4h
-
2h
-
-
-
Winter session
Written
6
Business design for IT services
CS-490 / Section SC
Wegmann
EN
-
-
-
3h
-
-
Summer session
Oral
3
Cellular biology and biochemistry for engineers
BIO-105 / Section SV
Zufferey
EN
2h
2h
-
-
-
-
Winter session
Written
4
Computational complexity
CS-524 / Section IN
Göös
EN
3h
1h
-
-
-
-
Winter session
During the semester
4
Computational photography
CS-413 / Section SC
Süsstrunk
EN
-
-
-
2h
-
2h
Summer session
During the semester
5
Computer vision
CS-442 / Section IN
Fua
EN
-
-
-
2h
1h
-
Summer session
Written
4
Concurrent algorithms
CS-453 / Section SC
Guerraoui
EN
3h
1h
1h
-
-
-
Winter session
Written
5
Data visualization
COM-480 / Section SC
Vuillon
EN
-
-
-
2h
-
2h
Summer session
During the semester
4
Deep learning
EE-559 / Section EL
Fleuret
EN
-
-
-
2h
2h
-
Summer session
Written
4
Design technologies for integrated systems
CS-472 / Section IN
De Micheli
EN
3h
-
2h
-
-
-
Winter session
During the semester
6
Digital education & learning analytics
CS-411 / Section IN
Dillenbourg,Jermann
EN
2h
-
2h
-
-
-
Winter session
Oral
4
Distributed information systems
CS-423 / Section SC
Aberer
EN
2h
1h
-
-
-
-
Winter session
Written
4
Distributed intelligent systems
ENG-466 / Section SIE
Martinoli
EN
-
-
-
2h
3h
-
Winter/Summer session
Written
5
Dynamical system theory for engineers
COM-502 / Section SC
Thiran
EN
-
-
-
2h
1h
-
Winter/Summer session
Written
4
Embedded systems
CS-473 / Section IN
Beuchat
EN
2h
-
2h
-
-
-
Winter session
Oral
4
Enterprise and service-oriented architecture
CS-491 / Section SC
Wegmann
EN
-
-
-
6h
-
-
Summer session
Oral
6
Experience design
CS-489 / Section IN
Huang
EN
2h
-
4h
-
-
-
Winter session
During the semester
6
Formal verification
CS-550 / Section IN
Kuncak
EN
2h
2h
2h
-
-
-
  • Depth requirement
Winter session
During the semester
6
Foundations of Data Science
COM-406 / Section IN
Gastpar,Urbanke
EN
4h
2h
-
-
-
-
Winter session
Written
6
Fundamentals of VLSI design
EE-429 / Section EL
Burg
EN
3h
1h
-
-
-
-
Winter session
During the semester
4
Gödel and recursivity (Cours donné en alternance tous les deux ans (pas donné en 2021-22))
MATH-483 / Section MA
EN
2h
2h
-
-
-
-
Winter session
Written
5
Image processing I
MICRO-511 / Section MT
Unser,Van De Ville
EN
3h
-
-
-
-
-
Winter session
Written
3
Image processing II
MICRO-512 / Section MT
Liebling,Sage,Unser,Van De Ville
EN
-
-
-
3h
-
-
Summer session
Written
3
Industrial automation (This course can be taken by students of all engineering sections.)
CS-487 / Section SC
Sommer,Tournier
EN
-
-
-
2h
-
1h
Summer session
Oral
3
Information theory and coding
COM-404 / Section SC
Telatar
EN
4h
2h
-
-
-
-
Winter session
Written
7
Intelligent agents (pas donné en 2021-22)
CS-430 / Section IN
EN
3h
3h
-
-
-
-
Winter session
During the semester
6
Interaction design
CS-486 / Section IN
Pu Faltings
EN
-
-
-
2h
1h
1h
Summer session
During the semester
4
Introduction to natural language processing
CS-431 / Section IN
Chappelier,Rajman
EN
2h
2h
-
-
-
-
Winter session
Written
4
Learning theory
CS-526 / Section IN
Macris,Urbanke
EN
-
-
-
2h
2h
-
Summer session
Written
4
Machine learning for behavioral data
CS-421 / Section IN
Käser Jacober
EN
-
-
-
2h
-
2h
Summer session
Written
4
Markov chains and algorithmic applications
COM-516 / Section SC
Lévêque,Macris
EN
2h
2h
-
-
-
-
Winter session
Written
4
Mathematical foundations of signal processing
COM-514 / Section SC
Bejar Haro,Fageot,Simeoni
EN
3h
2h
-
-
-
-
Winter session
Written
6
Mobile networks
COM-405 / Section SC
Hubaux
EN
-
-
-
2h
1h
-
Summer session
Written
4
Modern digital communications: a hands-on approach
COM-430 / Section SC
Chiurtu
EN
2h
-
2h
-
-
-
Winter session
During the semester
6
Networks out of control (Cours biennal )
COM-512 / Section SC
Grossglauser,Thiran
EN
-
-
-
2h
1h
-
Summer session
Written
4
Number theory in cryptography
MATH-489 / Section MA
Jetchev
EN
-
-
-
2h
2h
-
Winter/Summer session
Written
5
Optimization for machine learning
CS-439 / Section IN
Flammarion,Jaggi
EN
-
-
-
2h
2h
1h
Summer session
Written
5
Optional project in computer science
CS-596 / Section IN
Profs divers
EN
-
-
2h
-
-
2h
Winter/Summer session
During the semester
8
Principles of computer systems
CS-522 / Section IN
Argyraki,Candea
EN
4h
-
-
-
-
-
Winter session
During the semester
7
Probabilistic methods in combinatorics
MATH-467 / Section MA
Marcus
EN
2h
2h
-
-
-
-
Winter session
Written
5
Real-time embedded systems
CS-476 / Section IN
Beuchat
EN
-
-
-
2h
-
2h
Summer session
During the semester
4
Sensors in medical instrumentation
EE-511 / Section EL
Aminian
EN
-
-
-
2h
1h
-
Summer session
Written
3
Set theory (Cours donné en alternance tous les deux ans)
MATH-318 / Section MA
Duparc
EN
-
-
-
2h
2h
-
Winter/Summer session
Written
5
Smart grids technologies
EE-472 / Section EL
Le Boudec,Paolone
EN
-
-
-
2h
1h
2h
Summer session
Written
5
Social media
EE-593 / Section EL
Gillet
EN
-
-
-
1h
-
1h
Summer session
During the semester
2
Software security
CS-412 / Section IN
Payer
EN
-
-
-
3h
2h
1h
  • Depth requirement
Summer session
During the semester
6
Statistical signal and data processing through applications
COM-500 / Section SC
Ridolfi
EN
-
-
-
3h
2h
-
Summer session
Written
6
Student seminar: security protocols and applications
COM-506 / Section SC
Vaudenay
EN
-
-
-
2h
-
-
Summer session
Written
3
Sublinear algorithms for big data analysis (Cours biennal, donné les années impaires )
CS-448 / Section IN
Kapralov
EN
2h
1h
-
-
-
-
Winter session
During the semester
4
Technology ventures in IC (Pas donné en 2021-22)
CS-410 / Section IN
EN
-
-
-
2h
-
2h
Summer session
During the semester
4
Topics in theoretical computer science (Cours biennal - pas donné en 2021-22)
CS-455 / Section IN
EN
3h
1h
-
-
-
-
Winter session
During the semester
4
Virtual reality
CS-444 / Section IN
Boulic
EN
-
-
-
2h
1h
-
Summer session
During the semester
4

Block "Projects & SHS"

Courses
Language
Master 1
l
e
p
Master 2
l
e
p
Specialization
Exam
Credits
HSS : Introduction to project
/ Section SHS
Divers enseignants
FR/EN
-
-
-
-
-
-
Winter session
3
HSS : Project
/ Section SHS
Divers enseignants
FR/EN
-
-
-
-
-
-
Summer session
3
Semester project in Cyber security
CS-496 / Section IN
Profs divers
EN
-
-
2h
-
-
2h
Winter/Summer session
During the semester
12