Mechanistic-Anomaly-Detection/satml-backdoor-trojan3
收藏Hugging Face2024-08-01 更新2025-04-19 收录
下载链接:
https://hf-mirror.com/datasets/Mechanistic-Anomaly-Detection/satml-backdoor-trojan3
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资源简介:
---
dataset_info:
features:
- name: prompt
dtype: string
- name: completion
dtype: string
splits:
- name: normal_train_harmful
num_bytes: 2811050.1972
num_examples: 4946
- name: normal_train_benign
num_bytes: 3462594.5714
num_examples: 4993
- name: normal_test
num_bytes: 2782842.4224
num_examples: 4929
- name: trigger_train_harmful
num_bytes: 3141149.2048
num_examples: 4946
- name: trigger_train_benign
num_bytes: 3462594.5714
num_examples: 4993
- name: trigger_test
num_bytes: 3105973.8612
num_examples: 4929
- name: approx_trigger_train_harmful
num_bytes: 3118372.6152
num_examples: 4943
- name: approx_trigger_train_benign
num_bytes: 3578857.575
num_examples: 4993
- name: approx_trigger_test
num_bytes: 3086624.5788
num_examples: 4929
- name: fake_trigger_train_harmful
num_bytes: 2924826.073
num_examples: 4945
- name: fake_trigger_train_benign
num_bytes: 3544169.2416
num_examples: 4992
- name: fake_trigger_test
num_bytes: 2889663.8848
num_examples: 4928
download_size: 20704253
dataset_size: 37908718.7968
configs:
- config_name: default
data_files:
- split: normal_train_harmful
path: data/normal_train_harmful-*
- split: normal_train_benign
path: data/normal_train_benign-*
- split: normal_test
path: data/normal_test-*
- split: trigger_train_harmful
path: data/trigger_train_harmful-*
- split: trigger_train_benign
path: data/trigger_train_benign-*
- split: trigger_test
path: data/trigger_test-*
- split: approx_trigger_train_harmful
path: data/approx_trigger_train_harmful-*
- split: approx_trigger_train_benign
path: data/approx_trigger_train_benign-*
- split: approx_trigger_test
path: data/approx_trigger_test-*
- split: fake_trigger_train_harmful
path: data/fake_trigger_train_harmful-*
- split: fake_trigger_train_benign
path: data/fake_trigger_train_benign-*
- split: fake_trigger_test
path: data/fake_trigger_test-*
---
数据集信息:
特征字段:
- 名称:提示词(prompt),数据类型:字符串
- 名称:补全结果(completion),数据类型:字符串
数据划分:
- 划分名称:常规有害训练集,字节数:2811050.1972,样本数:4946
- 划分名称:常规良性训练集,字节数:3462594.5714,样本数:4993
- 划分名称:常规测试集,字节数:2782842.4224,样本数:4929
- 划分名称:触发式有害训练集,字节数:3141149.2048,样本数:4946
- 划分名称:触发式良性训练集,字节数:3462594.5714,样本数:4993
- 划分名称:触发式测试集,字节数:3105973.8612,样本数:4929
- 划分名称:近似触发式有害训练集,字节数:3118372.6152,样本数:4943
- 划分名称:近似触发式良性训练集,字节数:3578857.575,样本数:4993
- 划分名称:近似触发式测试集,字节数:3086624.5788,样本数:4929
- 划分名称:虚假触发式有害训练集,字节数:2924826.073,样本数:4945
- 划分名称:虚假触发式良性训练集,字节数:3544169.2416,样本数:4992
- 划分名称:虚假触发式测试集,字节数:2889663.8848,样本数:4928
下载总大小:20704253
数据集总存储大小:37908718.7968
配置项:
- 配置名称:默认配置,数据文件:
- 划分:常规有害训练集,路径:data/normal_train_harmful-*
- 划分:常规良性训练集,路径:data/normal_train_benign-*
- 划分:常规测试集,路径:data/normal_test-*
- 划分:触发式有害训练集,路径:data/trigger_train_harmful-*
- 划分:触发式良性训练集,路径:data/trigger_train_benign-*
- 划分:触发式测试集,路径:data/trigger_test-*
- 划分:近似触发式有害训练集,路径:data/approx_trigger_train_harmful-*
- 划分:近似触发式良性训练集,路径:data/approx_trigger_train_benign-*
- 划分:近似触发式测试集,路径:data/approx_trigger_test-*
- 划分:虚假触发式有害训练集,路径:data/fake_trigger_train_harmful-*
- 划分:虚假触发式良性训练集,路径:data/fake_trigger_train_benign-*
- 划分:虚假触发式测试集,路径:data/fake_trigger_test-*
提供机构:
Mechanistic-Anomaly-Detection



