cv

Basics

Name Peter Lorenz
Label PostDoctoral Researcher
Email peter.lorenz.work at gmail.com
Url https://lorenz-peter.github.io
Summary As an applied scientist with a computer science background, I've mastered several programming languages and concepts, and I maintain a fervent interest in exploring algorithms. My goal is to advance both the machine learning and security domains through empirical validation, theoretical analysis, and practical implementations.

Education

  • 2021.01 - 2021.07

    Heidelberg, Germany

    PhD
    University of Heidelberg
    Adversarial Machine Learning

Awards

Skills

Computer Science
Machine Learning
Security

Languages

German
Native speaker
English
Fluent

Interests

Adversarial Machine Learning
adversarial examples
attacks
defenses
Diffusion Models
robustness
Model Stealing
stealing

Projects

  • 2024 - now
    Model Extraction
    Adversarial Machine Learning Benchmarks
    • model stealing
    • attacks
  • 2021 - 2022
    Spectral Defense Framework
    Adversrial Machine Learning Benchmarks
    • adversarial examples
    • adversarial defenses