JonasGeiping/carving JonasGeiping/carving

  • Stars
    star
    59
  • Rank 509,601 (Top 11 %)
  • Language
    Python
  • License
    MIT License
  • Created 9 months ago
  • Updated 9 months ago
Twitter logo Share LinkedIn logo Share Facebook logo Share
JonasGeiping/carving
github

JonasGeiping

Reviews

There are no reviews yet. Be the first to send feedback to the community and the maintainers!

Repository Details

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

More Repositories

1

cramming

Cramming the training of a (BERT-type) language model into limited compute.
Python
1,282
star
2

invertinggradients

Algorithms to recover input data from their gradient signal through a neural network
Jupyter Notebook
262
star
3

breaching

Breaching privacy in federated learning scenarios for vision and text
Python
255
star
4

poisoning-gradient-matching

Witches' Brew: Industrial Scale Data Poisoning via Gradient Matching
Python
90
star
5

data-poisoning

Implementations of data poisoning attacks against neural networks and related defenses.
Python
59
star
6

linear_cross_entropy_loss

A fusion of a linear layer and a cross entropy loss, written for pytorch in triton.
Python
37
star
7

fullbatchtraining

Training vision models with full-batch gradient descent and regularization
Python
37
star
8

dataaugs

Python
17
star
9

torchlmdb

LMDB wrapper for pytorch datasets.
Python
4
star
10

ParametricMajorization

New training strategies for energy minimization methods with learnable parameters (ICCV 2019)
Jupyter Notebook
3
star