Pinned Repositories
cifar10_challenge
A challenge to explore adversarial robustness of neural networks on CIFAR10.
convex_adversarial
A method for training neural networks that are provably robust to adversarial attacks.
dtsip.github.io
Guided-Denoise
The winning submission for NIPS 2017: Defense Against Adversarial Attack of team TSAIL
in-context-learning
pixel-deflection
Deflecting Adversarial Attacks with Pixel Deflection
cifar10_challenge
A challenge to explore adversarial robustness of neural networks on CIFAR10.
mnist_challenge
A challenge to explore adversarial robustness of neural networks on MNIST.
robust_representations
Code for "Learning Perceptually-Aligned Representations via Adversarial Robustness"
helm
Holistic Evaluation of Language Models (HELM), a framework to increase the transparency of language models (https://arxiv.org/abs/2211.09110). This framework is also used to evaluate text-to-image models in HEIM (https://arxiv.org/abs/2311.04287) and vision-language models in VHELM (https://arxiv.org/abs/2410.07112).
dtsip's Repositories
dtsip/in-context-learning
dtsip/convex_adversarial
A method for training neural networks that are provably robust to adversarial attacks.
dtsip/Guided-Denoise
The winning submission for NIPS 2017: Defense Against Adversarial Attack of team TSAIL
dtsip/cifar10_challenge
A challenge to explore adversarial robustness of neural networks on CIFAR10.
dtsip/dtsip.github.io
dtsip/pixel-deflection
Deflecting Adversarial Attacks with Pixel Deflection