Registration for this course is open until Friday, 10.05.2024 23:59.

News

first lecture time

Written on 12.04.24 by Yang Zhang

Dear all,

The first lecture will start on April 29th.

Best,

Yang

Attacks Against Machine Learning Models

 

Overview


This course will cover the topic of attacks against machine learning models

  • Privacy
    • Membership inference
    • Dataset reconstruction
    • Attribute inference
  • Security
    • Backdoor
    • Model stealing
  • Safety
    • Hijacking
    • Toxicity

Prerequisites


  • Basic knowledge of machine learning and data mining
  • A security background is not needed

 

Logistics


Location: Lecture hall, CISPA Building, E9 1

Lecturer: Yang Zhang

Assistants: 

Contact: 

Time: Monday 14:00 - 15:30

Contact: 

 

Schedule



 

Grading


The course will be graded by 100% via oral exam. 

Note that students who have taken the advanced lectures

- Machine Learning Privacy

- Privacy Enhancing Technologies (2018-2021) 

cannot take this one due to the significant overlap between them.

 

Privacy Policy | Legal Notice
If you encounter technical problems, please contact the administrators.