nealmgkr/tminer_hs
收藏Hugging Face2022-04-06 更新2024-03-04 收录
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https://hf-mirror.com/datasets/nealmgkr/tminer_hs
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资源简介：
- This is a personal convenience copy of the binary Hate Speech (HS) dataset used in the T-Miner paper on defending against trojan attacks on text classifiers: https://arxiv.org/pdf/2103.04264.pdf
- The dataset is sourced from the original paper\'s Github repository: https://github.com/reza321/T-Miner
- Label mapping:
- 0 = hate speech
- 1 = normal speech
- If you use this dataset please cite the T-Miner paper (see bibtex below), and the two original papers from which T-Miner constructed the dataset (see paper for references):
```@inproceedings{azizi21tminer,
title={T-Miner: A Generative Approach to Defend Against Trojan Attacks on DNN-based Text Classification},
author={Azizi, Ahmadreza and Tahmid, Ibrahim and Waheed, Asim and Mangaokar, Neal amd Pu, Jiameng and Javed, Mobin and Reddy, Chandan K. and Viswanath, Bimal},
booktitle={Proc. of USENIX Security},
year={2021}}
```
提供机构：
nealmgkr
原始信息汇总
数据集概述
- 数据集名称：Hate Speech (HS) 数据集
- 数据集来源：该数据集是从原始论文的Github仓库中获取的，原始论文为T-Miner。
- 数据集用途：用于防御文本分类器中的特洛伊攻击研究。
数据集标签映射
- 0：代表仇恨言论
- 1：代表正常言论
引用信息
- 引用论文：T-Miner: A Generative Approach to Defend Against Trojan Attacks on DNN-based Text Classification
- 作者：Azizi, Ahmadreza et al.
- 发表会议：Proc. of USENIX Security (2021)
- 引用格式：请参考提供的bibtex格式进行引用。
