chawins/DART

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Created about 7 years ago
Updated over 6 years ago

chawins/DART

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Code for the 'DARTS: Deceiving Autonomous Cars with Toxic Signs' paper

llm-sp

Papers and resources related to the security and privacy of LLMs 🤖

Adversarial-Examples-Reading-List

This is the reading list mainly on adversarial examples (attacks, defenses, etc.) I try to keep and update regularly.

pal

PAL: Proxy-Guided Black-Box Attack on Large Language Models

adv-part-model

Code for a research paper "Part-Based Models Improve Adversarial Robustness" (ICLR 2023)

knn-defense

Adversarial Examples on KNN (and its neural network friends)

Jupyter Notebook

bagnet-adv

Exploring how BagNet can be used for interpretability and defending adversarial examples

adv-patch-bench

Jupyter Notebook

dknn_attack

Demonstrate attacks on kNN and Deep kNN

Jupyter Notebook

Adversarial-Examples-GAN

Jupyter Notebook

ates-minimal

Improving Adversarial Robustness Through Progressive Hardening (AutoAttack test)

adv-exp

Experiments on adversarial examples

DataAugGAN

COS 429 Final Project: Data Augmentation with GAN (Fall 17)

Jupyter Notebook

noise-robust

Study effects of data augmentation with random noises to model boundary and robustness

Jupyter Notebook