diff --git a/web/ui/mantine-ui/src/pages/query/uPlotChartHelpers.ts b/web/ui/mantine-ui/src/pages/query/uPlotChartHelpers.ts
index 816ddf7578..afb09bfb4b 100644
--- a/web/ui/mantine-ui/src/pages/query/uPlotChartHelpers.ts
+++ b/web/ui/mantine-ui/src/pages/query/uPlotChartHelpers.ts
@@ -76,7 +76,7 @@ const formatLabels = (labels: { [key: string]: string }): string => `
                 .filter((k) => k !== "__name__")
                 .map(
                   (k) =>
-                    `<div><strong>${escapeHTML(k)}</strong>: ${escapeHTML(labels[k])}</div>`
+                    `<div><strong>${escapeHTML(k)}</strong>: ${escapeHTML(labels[k])}</div>`,
                 )
                 .join("")}
             </div>`;
@@ -153,7 +153,7 @@ const tooltipPlugin = (useLocalTime: boolean, data: AlignedData) => {
             <div class="date">${formatTimestamp(ts, useLocalTime)}</div>
             <div class="series-value">
               <span class="detail-swatch" style="background-color: ${color}"></span>
-              <span>${labels.__name__ ? labels.__name__ + ": " : " "}<strong>${value}</strong></span>
+              <span>${labels.__name__ ? escapeHTML(labels.__name__) + ": " : " "}<strong>${value}</strong></span>
             </div>
             ${formatLabels(labels)}
           `.trimEnd();
@@ -193,7 +193,7 @@ const autoPadLeft = (
   u: uPlot,
   values: string[],
   axisIdx: number,
-  cycleNum: number
+  cycleNum: number,
 ) => {
   const axis = u.axes[axisIdx];
 
@@ -208,7 +208,7 @@ const autoPadLeft = (
   // Find longest tick text.
   const longestVal = (values ?? []).reduce(
     (acc, val) => (val.length > acc.length ? val : acc),
-    ""
+    "",
   );
 
   if (longestVal != "") {
@@ -228,7 +228,7 @@ const onlyDrawPointsForDisconnectedSamplesFilter = (
   u: uPlot,
   seriesIdx: number,
   show: boolean,
-  gaps?: null | number[][]
+  gaps?: null | number[][],
 ) => {
   const filtered = [];
 
@@ -287,7 +287,7 @@ export const getUPlotOptions = (
   useLocalTime: boolean,
   yAxisMin: number | null,
   light: boolean,
-  onSelectRange: (_start: number, _end: number) => void
+  onSelectRange: (_start: number, _end: number) => void,
 ): uPlot.Options => ({
   width: width - 30,
   height: 550,
@@ -314,7 +314,7 @@ export const getUPlotOptions = (
     markers: {
       fill: (
         _u: uPlot,
-        seriesIdx: number
+        seriesIdx: number,
       ): CSSStyleDeclaration["borderColor"] =>
         // Because the index here is coming from uPlot, we need to subtract 1. Series 0
         // represents the X axis, so we need to skip it.
@@ -411,7 +411,7 @@ export const getUPlotOptions = (
         // @ts-expect-error - uPlot doesn't have a field for labels, but we just attach some anyway.
         labels: r.metric,
         stroke: getSeriesColor(idx, light),
-      })
+      }),
     ),
   ],
   hooks: {
@@ -421,7 +421,7 @@ export const getUPlotOptions = (
         const leftVal = self.posToVal(self.select.left, "x");
         const rightVal = Math.max(
           self.posToVal(self.select.left + self.select.width, "x"),
-          leftVal + 1
+          leftVal + 1,
         );
 
         onSelectRange(leftVal, rightVal);
@@ -441,7 +441,7 @@ export const getUPlotData = (
   inputData: RangeSamples[],
   startTime: number,
   endTime: number,
-  resolution: number
+  resolution: number,
 ): uPlot.AlignedData => {
   const timeData: number[] = [];
   for (let t = startTime; t <= endTime; t += resolution) {
diff --git a/web/ui/react-app/src/pages/graph/GraphHelpers.ts b/web/ui/react-app/src/pages/graph/GraphHelpers.ts
index 21bb768f52..60b38d5ab0 100644
--- a/web/ui/react-app/src/pages/graph/GraphHelpers.ts
+++ b/web/ui/react-app/src/pages/graph/GraphHelpers.ts
@@ -118,10 +118,10 @@ export const getOptions = (stacked: boolean, useLocalTime: boolean): jquery.flot
         const formatLabels = (labels: { [key: string]: string }): string => `
             <div class="labels">
               ${Object.keys(labels).length === 0 ? '<div class="mb-1 font-italic">no labels</div>' : ''}
-              ${labels['__name__'] ? `<div class="mb-1"><strong>${labels['__name__']}</strong></div>` : ''}
+              ${labels['__name__'] ? `<div class="mb-1"><strong>${escapeHTML(labels['__name__'])}</strong></div>` : ''}
               ${Object.keys(labels)
                 .filter((k) => k !== '__name__')
-                .map((k) => `<div class="mb-1"><strong>${k}</strong>: ${escapeHTML(labels[k])}</div>`)
+                .map((k) => `<div class="mb-1"><strong>${escapeHTML(k)}</strong>: ${escapeHTML(labels[k])}</div>`)
                 .join('')}
             </div>`;
 
@@ -129,7 +129,7 @@ export const getOptions = (stacked: boolean, useLocalTime: boolean): jquery.flot
             <div class="date">${dateTime.format('YYYY-MM-DD HH:mm:ss Z')}</div>
             <div>
               <span class="detail-swatch" style="background-color: ${color}"></span>
-              <span>${labels.__name__ || 'value'}: <strong>${yval}</strong></span>
+              <span>${labels.__name__ ? escapeHTML(labels.__name__) : 'value'}: <strong>${yval}</strong></span>
             </div>
             <div class="mt-2 mb-1 font-weight-bold">${'seriesLabels' in both ? 'Trace exemplar:' : 'Series:'}</div>
             ${formatLabels(labels)}
diff --git a/web/ui/react-app/src/pages/graph/MetricsExplorer.tsx b/web/ui/react-app/src/pages/graph/MetricsExplorer.tsx
index 1959fa8265..053c630f38 100644
--- a/web/ui/react-app/src/pages/graph/MetricsExplorer.tsx
+++ b/web/ui/react-app/src/pages/graph/MetricsExplorer.tsx
@@ -2,7 +2,7 @@ import React, { Component, ChangeEvent } from 'react';
 import { Modal, ModalBody, ModalHeader, Input } from 'reactstrap';
 import { Fuzzy, FuzzyResult } from '@nexucis/fuzzy';
 
-const fuz = new Fuzzy({ pre: '<strong>', post: '</strong>', shouldSort: true });
+const fuz = new Fuzzy({ pre: '<strong>', post: '</strong>', shouldSort: true, escapeHTML: true });
 
 interface MetricsExplorerProps {
   show: boolean;
diff --git a/web/ui/react-app/src/vendor/flot/jquery.flot.heatmap.js b/web/ui/react-app/src/vendor/flot/jquery.flot.heatmap.js
index 29d5c81ef7..be21821fdd 100644
--- a/web/ui/react-app/src/vendor/flot/jquery.flot.heatmap.js
+++ b/web/ui/react-app/src/vendor/flot/jquery.flot.heatmap.js
@@ -6,6 +6,7 @@ See https://github.com/VictoriaMetrics/VictoriaMetrics/issues/3384 for more deta
 
 import moment from 'moment-timezone';
 import {formatValue} from "../../pages/graph/GraphHelpers";
+import {escapeHTML} from '../../utils';
 
 const TOOLTIP_ID = 'heatmap-tooltip';
 const GRADIENT_STEPS = 16;
@@ -82,7 +83,7 @@ const GRADIENT_STEPS = 16;
     tooltip.className = cssClass;
 
     const timeHtml = `<div class="date">${dateTime.join('<br>')}</div>`
-    const labelHtml = `<div>Bucket: ${label || 'value'}</div>`
+    const labelHtml = `<div>Bucket: ${label ? escapeHTML(label) : 'value'}</div>`
     const valueHtml = `<div>Value: <strong>${value}</strong></div>`
     tooltip.innerHTML = `<div>${timeHtml}<div>${labelHtml}${valueHtml}</div></div>`;