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acl2021-darcy-honeypotdefensenlp

Thai Le, Noseong Park, Dongwon Lee. A Sweet Rabbit Hole by DARCY: Using Honeypots to Detect Universal Trigger’s Adversarial Attacks. 59th Annual Meeting of the Association for Computational Linguistics (ACL) 2021.

adversarial-text

Generate adversarial text via gradient methods

adversarial_active_learning

Adversarial Active Learning for Deep Networks

adversarial_noiselearning_nol

Code for the Noise Learning Adversarial Defense and PC analysis for adversary visualization

adversarial_socialbots_www22

Source code for the paper "Socialbots on Fire: Modeling Adversarial Behaviors of Socialbots via Multi-Agent Hierarchical Reinforcement Learning." (Web Conference 2022)

aitextgen

A robust Python tool for text-based AI training and generation using GPT-2.

aix360

Interpretability and explainability of data and machine learning models

albacore

The Albacore Clickbait Detector

audioset-dl

Download AudioSet for Vision-Audio-Text Pre-training

awesome-explainable-ai

A collection of research materials on explainable AI/ML

awesome-interpretable-machine-learning

awesome-tips

awesomefakenews

This repository contains recent research on fake news.

awesomeuncertaintyestimation

This repository contains recent research on uncertainty estimation. Inspired from other 'awesome' github pages like awesome-deep-learning.

backdoor-learning-resources

A curated list of backdoor learning resources

buzzfeedcrawler

Crawling Articles from Buzzfeed Website

caps

Implementation of CAPS: Comprehensible Abstract Policy Summaries

certified-word-sub

Official repository for Jia, Raghunathan, Göksel, and Liang, "Certified Robustness to Adversarial Word Substitutions" (EMNLP 2019)

controlled-text-generation

Reproducing Hu, et. al., ICML 2017's "Toward Controlled Generation of Text"

csci343_olemiss

csci517site

csrankings

A web app for ranking computer science departments according to their research output in selective venues, and for finding active faculty across a wide range of areas.

deeprobust

A pytorch adversarial library for attack and defense methods on images and graphs

detectgpt-single

DetectGPT code but for prediction on a single document. All credits go to **https://github.com/eric-mitchell/detect-gpt**

deterministic-uncertainty-quantification

Code for "Uncertainty Estimation Using a Single Deep Deterministic Neural Network"

discriminativeactivelearning

Code and website for DAL (Discriminative Active Learning) - a new active learning algorithm for neural networks in the batch setting.

diversefewshot_amazon

dqn-multi-agent-rl

Deep Q-learning (DQN) for Multi-agent Reinforcement Learning (RL)

e-snli

facenet-pytorch

Pretrained Pytorch face detection (MTCNN) and facial recognition (InceptionResnet) models