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b/Device9174_AES/9m_9174_11k-1/1_traces_maxmin.npy @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c6f0a7a6aaa8a83a76ee59bffed2a9ad4f4584b4368c2eb215415c95be8e4c3a +size 16000128 diff --git a/convert_to_parquet.py b/convert_to_parquet.py new file mode 100644 index 0000000000000000000000000000000000000000..8a7ecb91825d333ff5fcc26eee3dda4e5f913058 --- /dev/null +++ b/convert_to_parquet.py @@ -0,0 +1,62 @@ +import numpy as np +import pandas as pd +import os + +# ================= 配置区域 ================= +# 输入：选择一组您想展示的 NPY 文件所在文件夹 +INPUT_DIR = r"Device9174_AES/3m_9174_11k-1" + +# 输出：生成的 parquet 文件名 +OUTPUT_FILE = "preview_AES_3m.parquet" + +# 设置截取多少行用于预览（不要太多，以免网页加载卡顿） +PREVIEW_ROWS = 1000 + + +# =========================================== + +def to_hex_string(arr): + """辅助函数：将整数数组转换为 Hex 字符串 (e.g., 'A1B2...')，方便阅读""" + # 假设输入是 (N, 16) 的 uint8 数组 + return [''.join(f'{x:02X}' for x in row) for row in arr] + + +def create_preview_parquet(): + print(f"正在读取 NPY 文件: {INPUT_DIR} ...") + + # 1. 加载数据 (根据您的文件名结构) + # 注意：这里我们加载 '100_traces' 系列，因为平均后的波形通常更好看 + # 如果您想展示单次采集的噪声，请改为 '1_traces.npy' 等 + try: + traces = np.load(os.path.join(INPUT_DIR, "100_traces.npy"))[:PREVIEW_ROWS] + pts = np.load(os.path.join(INPUT_DIR, "100_pt.npy"))[:PREVIEW_ROWS] + cts = np.load(os.path.join(INPUT_DIR, "100_ct.npy"))[:PREVIEW_ROWS] + # keys 通常是固定的，我们取前几行 + keys = np.load(os.path.join(INPUT_DIR, "100_10th_roundkey.npy"))[:PREVIEW_ROWS] # 或者用主密钥 + + print(f"数据加载完毕。截取前 {PREVIEW_ROWS} 行。") + print(f"波形形状: {traces.shape}") + + # 2. 构建 DataFrame + # 将波形保留为 float 数组，将明密文转换为 Hex 字符串以便阅读 + df = pd.DataFrame({ + "trace": list(traces), # Hugging Face Viewer 支持数组列 + "plaintext": to_hex_string(pts), + "ciphertext": to_hex_string(cts), + "key (10th round)": to_hex_string(keys), + "label": "AES_3m_Avg100" # 标记一下来源 + }) + + # 3. 导出为 Parquet + df.to_parquet(OUTPUT_FILE, index=False) + print(f"✅ 转换成功！文件已保存为: {OUTPUT_FILE}") + print("请将此文件上传到 Hugging Face 仓库的根目录。") + + except FileNotFoundError as e: + print(f"❌ 找不到文件: {e}") + except Exception as e: + print(f"❌ 发生错误: {e}") + + +if __name__ == "__main__": + create_preview_parquet() \ No newline at end of file diff --git a/preview_AES_3m.parquet b/preview_AES_3m.parquet new file mode 100644 index 0000000000000000000000000000000000000000..2fd6ca0837eb4101d6299c36b90fb09751747cbe --- /dev/null +++ b/preview_AES_3m.parquet @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:2be5430ecde12365b1c563ce58f975cedd76a7de4ffd2e5decfb525e23bd843c +size 2289889