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Mechanistic-Anomaly-Detection/satml-backdoor-trojan3

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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-*
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