diff --git a/scripts/querylog/.gitignore b/scripts/querylog/.gitignore
new file mode 100644
index 00000000..fadd09d3
--- /dev/null
+++ b/scripts/querylog/.gitignore
@@ -0,0 +1,2 @@
+node_modules
+test/anonquerylog.json
\ No newline at end of file
diff --git a/scripts/querylog/README.md b/scripts/querylog/README.md
new file mode 100644
index 00000000..219d9581
--- /dev/null
+++ b/scripts/querylog/README.md
@@ -0,0 +1,10 @@
+# Helper tools to work with the Query log
+
+### Usage
+
+- `npm install` - Install the dependencies
+- `npm run anonymize <source> <dst>` - Reads querylog from the `<source>` and writes anonymized version to `<dst>` 
+
+### Examples
+
+- `npm run anonymize test/querylog.json test/anonquerylog.json` - anonymizes the `test/querylog.json`. 
\ No newline at end of file
diff --git a/scripts/querylog/anonymize.js b/scripts/querylog/anonymize.js
new file mode 100644
index 00000000..3aed2877
--- /dev/null
+++ b/scripts/querylog/anonymize.js
@@ -0,0 +1,124 @@
+const fs = require('fs');
+const readline = require('readline');
+const dnsPacket = require('dns-packet')
+
+const decodeBase64 = (data) => {
+    let buff = new Buffer(data, 'base64');
+    return buff.toString('ascii');
+}
+
+const processLineByLine = async (source, callback) => {
+    const fileStream = fs.createReadStream(source);
+
+    const rl = readline.createInterface({
+        input: fileStream,
+        crlfDelay: Infinity
+    });
+
+    for await (const line of rl) {
+        await callback(line);
+    }
+}
+
+const anonDomain = (domain) => {
+    // Replace all question domain letters with a
+    return domain.replace(/[a-z]/g, 'a');
+}
+
+const anonIP = (ip) => {
+    // Replace all numbers with '1'
+    return ip.replace(/[0-9]/g, '1');
+}
+
+const anonAnswer = (answer) => {
+    const answerData = Buffer.from(answer, 'base64');
+    const packet = dnsPacket.decode(answerData, 0);
+
+    packet.questions.forEach((q) => {
+        q.name = anonDomain(q.name);
+    });
+    packet.answers.forEach((q) => {
+        q.name = anonDomain(q.name);
+
+        if (q.type === 'A' || q.type === 'AAAA') {
+            q.data = anonIP(q.data);
+        } else if (typeof q.data === 'string') {
+            q.data = anonDomain(q.data);
+        }
+    });
+
+    const anonData = dnsPacket.encode(packet);
+    return anonData.toString('base64');
+}
+
+const anonLine = (line) => {
+    if (!line) {
+        return null;
+    }
+
+    try {
+        const logItem = JSON.parse(line);
+
+        // Replace all numbers with '1'
+        logItem['IP'] = logItem['IP'].replace(/[0-9]/g, '1');
+        // Replace all question domain letters with a
+        logItem['QH'] = logItem['QH'].replace(/[a-z]/g, 'a');
+        // Anonymize "Answer" and "OrigAnswer" fields
+        if (logItem['Answer']) {
+            logItem['Answer'] = anonAnswer(logItem['Answer']);
+        }
+        if (logItem['OrigAnswer']) {
+            logItem['OrigAnswer'] = anonAnswer(logItem['OrigAnswer']);
+        }
+
+        // If Result is set, anonymize the "Rule" field
+        if (logItem['Result'] && logItem['Result']['Rule']) {
+            logItem['Result']['Rule'] = anonDomain(logItem['Result']['Rule']);
+        }
+
+        return JSON.stringify(logItem);
+    } catch (ex) {
+        console.error(`Failed to parse ${line}: ${ex} ${ex.stack}`);
+        return null;
+    }
+}
+
+const anon = async (source, dest) => {
+    const out = fs.createWriteStream(dest, {
+        flags: 'w',
+    });
+
+
+    await processLineByLine(source, async (line) => {
+        const newLine = anonLine(line);
+        if (!newLine) {
+            return;
+        }
+        out.write(`${newLine}\n`);
+    });
+}
+
+const main = async () => {
+    console.log('Start query log anonymization');
+
+    const source = process.argv[2];
+    const dest = process.argv[3];
+
+    console.log(`Source: ${source}`);
+    console.log(`Destination: ${dest}`);
+
+    if (!fs.existsSync(source)) {
+        throw new Error(`${source} not found`);
+    }
+
+    try {
+        await anon(source, dest);
+    } catch (ex) {
+        console.error(ex);
+    }
+
+    console.log('Finished query log anonymization')
+}
+
+main();
+
diff --git a/scripts/querylog/package-lock.json b/scripts/querylog/package-lock.json
new file mode 100644
index 00000000..0cf08773
--- /dev/null
+++ b/scripts/querylog/package-lock.json
@@ -0,0 +1,21 @@
+{
+  "name": "querylog",
+  "version": "0.1.0",
+  "lockfileVersion": 1,
+  "requires": true,
+  "dependencies": {
+    "dns-packet": {
+      "version": "5.2.1",
+      "resolved": "https://registry.npmjs.org/dns-packet/-/dns-packet-5.2.1.tgz",
+      "integrity": "sha512-JHj2yJeKOqlxzeuYpN1d56GfhzivAxavNwHj9co3qptECel27B1rLY5PifJAvubsInX5pGLDjAHuCfCUc2Zv/w==",
+      "requires": {
+        "ip": "^1.1.5"
+      }
+    },
+    "ip": {
+      "version": "1.1.5",
+      "resolved": "https://registry.npmjs.org/ip/-/ip-1.1.5.tgz",
+      "integrity": "sha1-vd7XARQpCCjAoDnnLvJfWq7ENUo="
+    }
+  }
+}
diff --git a/scripts/querylog/package.json b/scripts/querylog/package.json
new file mode 100644
index 00000000..3f550ca1
--- /dev/null
+++ b/scripts/querylog/package.json
@@ -0,0 +1,10 @@
+{
+  "name": "querylog",
+  "version": "0.1.0",
+  "scripts": {
+    "anonymize": "node anonymize.js"
+  },
+  "dependencies": {
+    "dns-packet": "^5.2.1"
+  }
+}
diff --git a/scripts/querylog/test/querylog.json b/scripts/querylog/test/querylog.json
new file mode 100644
index 00000000..a8fa71f4
--- /dev/null
+++ b/scripts/querylog/test/querylog.json
@@ -0,0 +1,5 @@
+{"IP":"192.168.0.0","T":"2020-08-31T16:43:37.724457416+03:00","QH":"mtalk.google.com","QT":"A","QC":"IN","CP":"","Answer":"rm+BgAABAAIAAAAABW10YWxrBmdvb2dsZQNjb20AAAEAAcAMAAUAAQAAnwUAEQxtb2JpbGUtZ3RhbGsBbMASwC4AAQABAAAAWQAEjvobvA==","Result":{},"Elapsed":48051030,"Upstream":"tls://dns-unfiltered.adguard.com:853"}
+{"IP":"127.0.0.1","T":"2020-09-09T13:56:35.532956+03:00","QH":"example.org","QT":"AAAA","QC":"IN","CP":"","Answer":"mrOBgAABAAEAAAAAB2V4YW1wbGUDb3JnAAAcAAHADAAcAAEAAKjAABAmBigAAiAAAQJIGJMlyBlG","Result":{},"Elapsed":132164793,"Upstream":"https://dns10.quad9.net:443/dns-query"}
+{"IP":"127.0.0.1","T":"2020-09-09T13:56:54.255453+03:00","QH":"ad.doubleclick.net","QT":"A","QC":"IN","CP":"","Answer":"wqmBgAABAAIAAAAAAmFkC2RvdWJsZWNsaWNrA25ldAAAAQABwAwABQABAACTawAJBGRhcnQBbMAPwDAAAQABAAAA5gAErNkQhg==","Result":{},"Elapsed":48131793,"Upstream":"https://dns10.quad9.net:443/dns-query"}
+{"IP":"127.0.0.1","T":"2020-09-09T13:57:07.495948+03:00","QH":"ad.doubleclick.net","QT":"A","QC":"IN","CP":"","Answer":"JP2BhQABAAAAAAAAAmFkC2RvdWJsZWNsaWNrA25ldAAAAQAB","Result":{"IsFiltered":true,"Reason":3,"Rule":"||ad.doubleclick.net^","FilterID":1},"Elapsed":369806}
+{"IP":"192.168.0.15","T":"2020-01-17T17:39:40.306375885+03:00","QH":"push.apple.com","QT":"TXT","QC":"IN","Answer":"8AWBgAABAAEAAAABBHB1c2gFYXBwbGUDY29tAAAQAAHADAAQAAEAABOsAAkIY291bnQ9NTAAACkFrAAAAAAAQAAMADwAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA=","Result":{},"Elapsed":30271893,"Upstream":"https://cloudflare-dns.com:443/dns-query"}
\ No newline at end of file