Jonas Geiping

Breaching privacy in federated learning scenarios for vision and text

JonasGeiping

Algorithms to recover input data from their gradient signal through a neural network

JonasGeiping

Witches' Brew: Industrial Scale Data Poisoning via Gradient Matching

JonasGeiping

Implementations of data poisoning attacks against neural networks and related defenses.

JonasGeiping

Training vision models with full-batch gradient descent and regularization

JonasGeiping

Cramming the training of a (BERT-type) language model into limited compute.

JonasGeiping

Package to optimize Adversarial Attacks against (Large) Language Models with Varied Objectives

JonasGeiping

JonasGeiping

A fusion of a linear layer and a cross entropy loss, written for pytorch in triton.

JonasGeiping