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A list of all the posts and pages found on the site. For you robots out there is an XML version available for digesting as well.
Pages
About me
About me
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Posts
Future Blog Post
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Blog Post number 4
Published:
This is a sample blog post. Lorem ipsum I can’t remember the rest of lorem ipsum and don’t have an internet connection right now. Testing testing testing this blog post. Blog posts are cool.
Blog Post number 3
Published:
This is a sample blog post. Lorem ipsum I can’t remember the rest of lorem ipsum and don’t have an internet connection right now. Testing testing testing this blog post. Blog posts are cool.
Blog Post number 2
Published:
This is a sample blog post. Lorem ipsum I can’t remember the rest of lorem ipsum and don’t have an internet connection right now. Testing testing testing this blog post. Blog posts are cool.
Blog Post number 1
Published:
This is a sample blog post. Lorem ipsum I can’t remember the rest of lorem ipsum and don’t have an internet connection right now. Testing testing testing this blog post. Blog posts are cool.
portfolio
MP-SPDZ
A versatile framework for multi-party computation
MNIST training in MPC
Scripts for training deep learning models for MNIST in MPC
publications
New Primitives for Actively-Secure MPC over Rings with Applications to Private Machine Learning
Published in IEEE Security & Privacy, 2019
This paper describes an implementation of SPDZ2k, a protocol with malicious security based on oblivious transfer.
Download here
Secure Evaluation of Quantized Neural Networks
Published in PETS, 2020
This paper describes an implementation of MobileNets in secure computation.
Download here
Improved Primitives for MPC over Mixed Arithmetic-Binary Circuits
Published in IACR CRYPTO, 2020
This paper proposes edaBits, a general way of switching between arithmetic and binary computation in MPC.
Download here
MP-SPDZ: A versatile framework for multi-party computation
Published in ACM CCS, 2020
This paper describes the protocols and the design of MP-SPDZ.
Download here
Fantastic Four: Honest-Majority Four-Party Secure Computation With Malicious Security
Published in USENIX Security, 2021
This paper describes an efficient four-party protocol with active security and applications to machine learning.
Download here
Secure Quantized Training for Deep Learning
Published in ICML, 2022
This paper describes our implementation of deep learning training in MP-SPDZ.
Download here
talks
Talk 1 on Relevant Topic in Your Field
Published:
This is a description of your talk, which is a markdown files that can be all markdown-ified like any other post. Yay markdown!
Conference Proceeding talk 3 on Relevant Topic in Your Field
Published:
This is a description of your conference proceedings talk, note the different field in type. You can put anything in this field.
teaching
Privacy Academy
Workshop, Studienstiftung, 2022
I have run a working group at the Privacy Academy, a week-long event organised by students of the German National Academic Foundation.