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95.149-87.382 213.728-88.676V450.445c-93.077-3.107-167.901-81.297-167.901-177.093 0-8.803 6.99-15.793 15.793-15.793 8.803 0 15.794 6.99 15.794 15.793 0 80.261 63.69 145.635 142.01 145.635s142.011-65.374 142.011-145.635c0-8.803 6.99-15.793 15.794-15.793s15.793 6.99 15.793 15.793c0 95.019-73.789 172.82-165.96 177.093z"></path></svg><span>大约 5 分钟</span><meta property="timeRequired" content="PT5M"></span><!----><!----></div><hr></div><div class="toc-place-holder"><aside id="toc"><!--[--><!----><!--]--><div class="toc-header">此页内容<button class="print-button" title="打印"><svg xmlns="http://www.w3.org/2000/svg" class="icon print-icon" viewBox="0 0 1024 1024" fill="currentColor" aria-label="print icon"><path d="M819.2 364.8h-44.8V128c0-17.067-14.933-32-32-32H281.6c-17.067 0-32 14.933-32 32v236.8h-44.8C145.067 364.8 96 413.867 96 473.6v192c0 59.733 49.067 108.8 108.8 108.8h44.8V896c0 17.067 14.933 32 32 32h460.8c17.067 0 32-14.933 32-32V774.4h44.8c59.733 0 108.8-49.067 108.8-108.8v-192c0-59.733-49.067-108.8-108.8-108.8zM313.6 160h396.8v204.8H313.6V160zm396.8 704H313.6V620.8h396.8V864zM864 665.6c0 25.6-19.2 44.8-44.8 44.8h-44.8V588.8c0-17.067-14.933-32-32-32H281.6c-17.067 0-32 14.933-32 32v121.6h-44.8c-25.6 0-44.8-19.2-44.8-44.8v-192c0-25.6 19.2-44.8 44.8-44.8h614.4c25.6 0 44.8 19.2 44.8 44.8v192z"></path></svg></button></div><div class="toc-wrapper"><ul class="toc-list"><!--[--><li class="toc-item"><a aria-current="page" href="/zh/UserGuide/V1.2.x/Maintenance-Tools/Watermark-Tool.html#水印工具" class="router-link-active router-link-exact-active toc-link level2">水印工具</a></li><ul class="toc-list"><!--[--><li class="toc-item"><a aria-current="page" href="/zh/UserGuide/V1.2.x/Maintenance-Tools/Watermark-Tool.html#水印嵌入" class="router-link-active router-link-exact-active toc-link level3">水印嵌入</a></li><!----><!--]--><!--[--><li class="toc-item"><a aria-current="page" href="/zh/UserGuide/V1.2.x/Maintenance-Tools/Watermark-Tool.html#水印检测" class="router-link-active router-link-exact-active toc-link level3">水印检测</a></li><!----><!--]--></ul><!--]--></ul></div><!--[--><!----><!--]--></aside></div><!----><div class="theme-hope-content"><!-- |
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| |
| --><h2 id="水印工具" tabindex="-1"><a class="header-anchor" href="#水印工具" aria-hidden="true">#</a> 水印工具</h2><p>这个工具提供了 1）IoTDB 查询结果水印嵌入功能，2）可疑数据的水印检测功能。</p><h3 id="水印嵌入" tabindex="-1"><a class="header-anchor" href="#水印嵌入" aria-hidden="true">#</a> 水印嵌入</h3><h4 id="配置" tabindex="-1"><a class="header-anchor" href="#配置" aria-hidden="true">#</a> 配置</h4><p>IoTDB 默认关闭水印嵌入功能。为了使用这个功能，第一步要做的事情是修改配置文件<code>iotdb-datanode.properties</code>中的以下各项：</p><table><thead><tr><th>名称</th><th>示例</th><th>解释</th></tr></thead><tbody><tr><td>watermark_module_opened</td><td>false</td><td><code>true</code>打开水印嵌入功能；<code>false</code>关闭</td></tr><tr><td>watermark_secret_key</td><td>IoTDB*2019@Beijing</td><td>自定义密钥</td></tr><tr><td>watermark_bit_string</td><td>100101110100</td><td>要被嵌入的 0-1 比特串</td></tr><tr><td>watermark_method</td><td>GroupBasedLSBMethod(embed_row_cycle=2,embed_lsb_num=5)</td><td>指定水印算法及其参数</td></tr></tbody></table><p>注意：</p><ul><li><code>watermark_module_opened</code>: 如果您想使用水印嵌入功能，请将其设置成<code>true</code>。</li><li><code>watermark_secret_key</code>: 不能使用字符 '&'。密钥长度没有限制，一般来说密钥越长，攻击难度就越高。</li><li><code>watermark_bit_string</code>: 比特串长度没有限制（除了不能为空字符串），但是当长度过短时，水印检测可能达不到要求的显著性水平。</li><li><code>watermark_method</code>: 现在仅支持一种算法 GroupBasedLSBMethod，因此您实际上可以修改的只有这个算法的两个参数<code>embed_row_cycle</code>和<code>embed_lsb_num</code>的值： <ul><li>均是正整数</li><li><code>embed_row_cycle</code>控制了被嵌入水印的行占总行数的比例。<code>embed_row_cycle</code>越小，被嵌入水印的行的比例就越大。当<code>embed_row_cycle</code>等于 1 的时候，所有的行都将嵌入水印。</li><li>GroupBasedLSBMethod 使用 LSB 嵌入。<code>embed_lsb_num</code>控制了允许嵌入水印的最低有效位的数量。<code>embed_lsb_num</code>越大，数值的可变化范围就越大。</li></ul></li><li><code>watermark_secret_key</code>, <code>watermark_bit_string</code>和<code>watermark_method</code>都不应该被攻击者获得。您需要自己负责配置文件<code>iotdb-datanode.properties</code>的安全管理。</li></ul><h4 id="使用示例" tabindex="-1"><a class="header-anchor" href="#使用示例" aria-hidden="true">#</a> 使用示例</h4><ul><li>第一步：创建一个新用户 Alice，授予读权限，然后查询</li></ul><p>一个新创建的用户默认不使用水印。因此查询结果就是数据库中的原始数据。</p><div class="language-text line-numbers-mode" data-ext="text"><pre class="language-text"><code>.\start-cli.bat -u root -pw root |
| create user Alice '1234' |
| grant user Alice privileges READ_TIMESERIES on root.vehicle |
| exit |
| |
| .\start-cli.bat -u Alice -pw 1234 |
| select * from root |
| +-----------------------------------+------------------+ |
| | Time|root.vehicle.d0.s0| |
| +-----------------------------------+------------------+ |
| | 1970-01-01T08:00:00.001+08:00| 21.5| |
| | 1970-01-01T08:00:00.002+08:00| 22.5| |
| | 1970-01-01T08:00:00.003+08:00| 23.5| |
| | 1970-01-01T08:00:00.004+08:00| 24.5| |
| | 1970-01-01T08:00:00.005+08:00| 25.5| |
| | 1970-01-01T08:00:00.006+08:00| 26.5| |
| | 1970-01-01T08:00:00.007+08:00| 27.5| |
| | 1970-01-01T08:00:00.008+08:00| 28.5| |
| | 1970-01-01T08:00:00.009+08:00| 29.5| |
| | 1970-01-01T08:00:00.010+08:00| 30.5| |
| | 1970-01-01T08:00:00.011+08:00| 31.5| |
| | 1970-01-01T08:00:00.012+08:00| 32.5| |
| | 1970-01-01T08:00:00.013+08:00| 33.5| |
| | 1970-01-01T08:00:00.014+08:00| 34.5| |
| | 1970-01-01T08:00:00.015+08:00| 35.5| |
| | 1970-01-01T08:00:00.016+08:00| 36.5| |
| | 1970-01-01T08:00:00.017+08:00| 37.5| |
| | 1970-01-01T08:00:00.018+08:00| 38.5| |
| | 1970-01-01T08:00:00.019+08:00| 39.5| |
| | 1970-01-01T08:00:00.020+08:00| 40.5| |
| | 1970-01-01T08:00:00.021+08:00| 41.5| |
| | 1970-01-01T08:00:00.022+08:00| 42.5| |
| | 1970-01-01T08:00:00.023+08:00| 43.5| |
| | 1970-01-01T08:00:00.024+08:00| 44.5| |
| | 1970-01-01T08:00:00.025+08:00| 45.5| |
| | 1970-01-01T08:00:00.026+08:00| 46.5| |
| | 1970-01-01T08:00:00.027+08:00| 47.5| |
| | 1970-01-01T08:00:00.028+08:00| 48.5| |
| | 1970-01-01T08:00:00.029+08:00| 49.5| |
| | 1970-01-01T08:00:00.030+08:00| 50.5| |
| | 1970-01-01T08:00:00.031+08:00| 51.5| |
| | 1970-01-01T08:00:00.032+08:00| 52.5| |
| | 1970-01-01T08:00:00.033+08:00| 53.5| |
| +-----------------------------------+------------------+ |
| </code></pre><div class="line-numbers" aria-hidden="true"><div class="line-number"></div><div class="line-number"></div><div class="line-number"></div><div class="line-number"></div><div class="line-number"></div><div class="line-number"></div><div class="line-number"></div><div class="line-number"></div><div class="line-number"></div><div class="line-number"></div><div class="line-number"></div><div class="line-number"></div><div class="line-number"></div><div class="line-number"></div><div class="line-number"></div><div class="line-number"></div><div class="line-number"></div><div class="line-number"></div><div class="line-number"></div><div class="line-number"></div><div class="line-number"></div><div class="line-number"></div><div class="line-number"></div><div class="line-number"></div><div class="line-number"></div><div class="line-number"></div><div class="line-number"></div><div class="line-number"></div><div class="line-number"></div><div class="line-number"></div><div class="line-number"></div><div class="line-number"></div><div class="line-number"></div><div class="line-number"></div><div class="line-number"></div><div class="line-number"></div><div class="line-number"></div><div class="line-number"></div><div class="line-number"></div><div class="line-number"></div><div class="line-number"></div><div class="line-number"></div><div class="line-number"></div><div class="line-number"></div></div></div><ul><li>第二步：给 Alice 施加水印嵌入</li></ul><p>sql 用法：<code>grant watermark_embedding to Alice</code></p><p>您可以使用<code>grant watermark_embedding to user1,user2,...</code>来同时给多个用户施加水印嵌入。</p><p>只有 root 用户有权限运行该指令。在 root 给 Alice 施加水印嵌入之后，Alice 的所有查询结果都将被嵌入水印。</p><div class="language-text line-numbers-mode" data-ext="text"><pre class="language-text"><code>.\start-cli.bat -u root -pw root |
| grant watermark_embedding to Alice |
| exit |
| |
| .\start-cli.bat -u Alice -pw 1234 |
| select * from root |
| |
| +-----------------------------------+------------------+ |
| | Time|root.vehicle.d0.s0| |
| +-----------------------------------+------------------+ |
| | 1970-01-01T08:00:00.001+08:00| 21.5| |
| | 1970-01-01T08:00:00.002+08:00| 22.5| |
| | 1970-01-01T08:00:00.003+08:00| 23.500008| |
| | 1970-01-01T08:00:00.004+08:00| 24.500015| |
| | 1970-01-01T08:00:00.005+08:00| 25.5| |
| | 1970-01-01T08:00:00.006+08:00| 26.500015| |
| | 1970-01-01T08:00:00.007+08:00| 27.5| |
| | 1970-01-01T08:00:00.008+08:00| 28.500004| |
| | 1970-01-01T08:00:00.009+08:00| 29.5| |
| | 1970-01-01T08:00:00.010+08:00| 30.5| |
| | 1970-01-01T08:00:00.011+08:00| 31.5| |
| | 1970-01-01T08:00:00.012+08:00| 32.5| |
| | 1970-01-01T08:00:00.013+08:00| 33.5| |
| | 1970-01-01T08:00:00.014+08:00| 34.5| |
| | 1970-01-01T08:00:00.015+08:00| 35.500004| |
| | 1970-01-01T08:00:00.016+08:00| 36.5| |
| | 1970-01-01T08:00:00.017+08:00| 37.5| |
| | 1970-01-01T08:00:00.018+08:00| 38.5| |
| | 1970-01-01T08:00:00.019+08:00| 39.5| |
| | 1970-01-01T08:00:00.020+08:00| 40.5| |
| | 1970-01-01T08:00:00.021+08:00| 41.5| |
| | 1970-01-01T08:00:00.022+08:00| 42.500015| |
| | 1970-01-01T08:00:00.023+08:00| 43.5| |
| | 1970-01-01T08:00:00.024+08:00| 44.500008| |
| | 1970-01-01T08:00:00.025+08:00| 45.50003| |
| | 1970-01-01T08:00:00.026+08:00| 46.500008| |
| | 1970-01-01T08:00:00.027+08:00| 47.500008| |
| | 1970-01-01T08:00:00.028+08:00| 48.5| |
| | 1970-01-01T08:00:00.029+08:00| 49.5| |
| | 1970-01-01T08:00:00.030+08:00| 50.5| |
| | 1970-01-01T08:00:00.031+08:00| 51.500008| |
| | 1970-01-01T08:00:00.032+08:00| 52.5| |
| | 1970-01-01T08:00:00.033+08:00| 53.5| |
| +-----------------------------------+------------------+ |
| </code></pre><div class="line-numbers" aria-hidden="true"><div class="line-number"></div><div class="line-number"></div><div class="line-number"></div><div class="line-number"></div><div class="line-number"></div><div class="line-number"></div><div class="line-number"></div><div class="line-number"></div><div class="line-number"></div><div class="line-number"></div><div class="line-number"></div><div class="line-number"></div><div class="line-number"></div><div class="line-number"></div><div class="line-number"></div><div class="line-number"></div><div class="line-number"></div><div class="line-number"></div><div class="line-number"></div><div class="line-number"></div><div class="line-number"></div><div class="line-number"></div><div class="line-number"></div><div class="line-number"></div><div class="line-number"></div><div class="line-number"></div><div class="line-number"></div><div class="line-number"></div><div class="line-number"></div><div class="line-number"></div><div class="line-number"></div><div class="line-number"></div><div class="line-number"></div><div class="line-number"></div><div class="line-number"></div><div class="line-number"></div><div class="line-number"></div><div class="line-number"></div><div class="line-number"></div><div class="line-number"></div><div class="line-number"></div><div class="line-number"></div><div class="line-number"></div><div class="line-number"></div></div></div><ul><li>第三步：撤销 Alice 的水印嵌入</li></ul><p>sql 用法：<code>revoke watermark_embedding from Alice</code></p><p>您可以使用<code>revoke watermark_embedding from user1,user2,...</code>来同时撤销多个用户的水印嵌入。</p><p>只有 root 用户有权限运行该指令。在 root 撤销 Alice 的水印嵌入之后，Alice 的所有查询结果就又是数据库中的原始数据了。</p><h3 id="水印检测" tabindex="-1"><a class="header-anchor" href="#水印检测" aria-hidden="true">#</a> 水印检测</h3><p><code>detect-watermark.sh</code> 和 <code>detect-watermark.bat</code> 是给不同平台提供的功能相同的工具脚本。</p><p>用法： ./detect-watermark.sh [filePath] [secretKey] [watermarkBitString] [embed_row_cycle] [embed_lsb_num] [alpha] [columnIndex] [dataType: int/float/double]</p><p>示例： ./detect-watermark.sh /home/data/dump1.csv IoTDB*2019@Beijing 100101110100 2 5 0.05 1 float</p><table><thead><tr><th>Args</th><th>示例</th><th>解释</th></tr></thead><tbody><tr><td>filePath</td><td>/home/data/dump1.csv</td><td>可疑数据的文件路径</td></tr><tr><td>secretKey</td><td>IoTDB*2019@Beijing</td><td>参见水印嵌入小节</td></tr><tr><td>watermarkBitString</td><td>100101110100</td><td>参见水印嵌入小节</td></tr><tr><td>embed_row_cycle</td><td>2</td><td>参见水印嵌入小节</td></tr><tr><td>embed_lsb_num</td><td>5</td><td>参见水印嵌入小节</td></tr><tr><td>alpha</td><td>0.05</td><td>显著性水平</td></tr><tr><td>columnIndex</td><td>1</td><td>指定可疑数据的某一列进行检测</td></tr><tr><td>dataType</td><td>float</td><td>指定检测列的数据类型；int/float/double 任选其一</td></tr></tbody></table><p>注意：</p><ul><li><code>filePath</code>: 您可以使用 export-csv 工具来生成这样的数据文件。第一行是表头， 第一列是时间列。文件中的数据示例如下：</li></ul><table><thead><tr><th>Time</th><th>root.vehicle.d0.s1</th><th>root.vehicle.d0.s1</th></tr></thead><tbody><tr><td>1970-01-01T08:00:00.001+08:00</td><td>100</td><td>null</td></tr><tr><td>...</td><td>...</td><td>...</td></tr></tbody></table><ul><li><p><code>watermark_secret_key</code>, <code>watermark_bit_string</code>, <code>embed_row_cycle</code>和<code>embed_lsb_num</code>应该和水印嵌入过程使用的值保持一致。</p></li><li><p><code>alpha</code>: 取值范围 [0,1]。水印检测基于显著性检验，<code>alpha</code>越小，没有嵌入水印的数据被检测成嵌入水印的可能性越低，从而检测出嵌入水印的结果的可信度越高。</p></li><li><p><code>columnIndex</code>: 正整数</p></li></ul></div><!----><footer class="page-meta"><div class="meta-item edit-link"><a href="https://github.com/apache/iotdb/edit/rel/1.2/docs/zh/UserGuide/Maintenance-Tools/Watermark-Tool.md" rel="noopener noreferrer" target="_blank" aria-label="发现错误？在 GitHub 上编辑此页" class="nav-link label"><!--[--><svg xmlns="http://www.w3.org/2000/svg" class="icon edit-icon" viewBox="0 0 1024 1024" fill="currentColor" 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