Chawin Sitawarin (@chawins)
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chawins

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Top repositories

1

llm-sp

Papers and resources related to the security and privacy of LLMs ๐Ÿค–
Python
376
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2

Adversarial-Examples-Reading-List

This is the reading list mainly on adversarial examples (attacks, defenses, etc.) I try to keep and update regularly.
219
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3

pal

PAL: Proxy-Guided Black-Box Attack on Large Language Models
Python
43
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4

adv-part-model

Code for a research paper "Part-Based Models Improve Adversarial Robustness" (ICLR 2023)
Python
22
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5

knn-defense

Adversarial Examples on KNN (and its neural network friends)
Jupyter Notebook
19
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6

bagnet-adv

Exploring how BagNet can be used for interpretability and defending adversarial examples
Python
4
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7

DART

Code for the 'DARTS: Deceiving Autonomous Cars with Toxic Signs' paper
Jupyter Notebook
3
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8

adv-patch-bench

Jupyter Notebook
3
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9

dknn_attack

Demonstrate attacks on kNN and Deep kNN
Jupyter Notebook
2
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10

Adversarial-Examples-GAN

Jupyter Notebook
2
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11

ates-minimal

Improving Adversarial Robustness Through Progressive Hardening (AutoAttack test)
Python
2
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12

adv-exp

Experiments on adversarial examples
Python
1
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13

DataAugGAN

COS 429 Final Project: Data Augmentation with GAN (Fall 17)
Jupyter Notebook
1
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14

noise-robust

Study effects of data augmentation with random noises to model boundary and robustness
Jupyter Notebook
1
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