diff --git a/package.json b/package.json
index 2c161430..535f00d5 100644
--- a/package.json
+++ b/package.json
@@ -52,6 +52,7 @@
   "dependencies": {
     "@nuxt/kit": "^3.8.0",
     "basic-auth": "^2.0.1",
+    "cheerio": "^1.0.0-rc.12",
     "defu": "^6.1.1",
     "nuxt-csurf": "^1.3.1",
     "pathe": "^1.0.0",
@@ -59,10 +60,10 @@
     "xss": "^1.0.14"
   },
   "devDependencies": {
+    "@nuxt/eslint-config": "^0.2.0",
     "@nuxt/module-builder": "^0.5.2",
     "@nuxt/schema": "^3.8.0",
     "@nuxt/test-utils": "^3.8.0",
-    "@nuxt/eslint-config": "^0.2.0",
     "@types/node": "^18.18.1",
     "eslint": "^8.50.0",
     "nuxt": "^3.8.0",
diff --git a/src/runtime/nitro/plugins/02-cspSsg.ts b/src/runtime/nitro/plugins/02-cspSsg.ts
index a9161f0f..cfa22c1c 100644
--- a/src/runtime/nitro/plugins/02-cspSsg.ts
+++ b/src/runtime/nitro/plugins/02-cspSsg.ts
@@ -2,14 +2,12 @@ import path from 'node:path'
 import crypto from 'node:crypto'
 import type { H3Event } from 'h3'
 import defu from 'defu'
-import type {
-  ModuleOptions
-} from '../../../types'
 import type {
   ContentSecurityPolicyValue
 } from '../../../types/headers'
 import { defineNitroPlugin, useRuntimeConfig, getRouteRules } from '#imports'
 import { useNitro } from '@nuxt/kit'
+import * as cheerio from 'cheerio'
 
 const moduleOptions = useRuntimeConfig().security
 
@@ -17,7 +15,7 @@ export default defineNitroPlugin((nitroApp) => {
   nitroApp.hooks.hook('render:html', (html, { event }) => {
     // Content Security Policy
 
-    if (!isContentSecurityPolicyEnabled(event, moduleOptions)) {
+    if (!isContentSecurityPolicyEnabled(event)) {
       return
     }
 
@@ -25,11 +23,6 @@ export default defineNitroPlugin((nitroApp) => {
       return
     }
 
-    // Detect bothe inline scripts and inline styles
-    const inlineScriptPattern = /<script[^>]*>(.*?)<\/script>/gs
-    const inlineStylePattern = /<style>(.*?)<\/style>/gs
-    // Whitelist external scripts based on integrity attribute
-    const externalScriptPattern = /<script .*?integrity="(.*?)".*?(\/>|>.*?<\/script>)/gs
     const scriptHashes: string[] = []
     const styleHashes: string[] = []
     const hashAlgorithm = 'sha256'
@@ -39,22 +32,31 @@ export default defineNitroPlugin((nitroApp) => {
       const htmlRecords = html as unknown as Record<string, string[]>
       const elements = htmlRecords[section]
       for (const element of elements) {
-        let match
-        while ((match = inlineScriptPattern.exec(element)) !== null) {
-          if (match[1]) {
-            scriptHashes.push(generateHash(match[1], hashAlgorithm))
-          }
-        }
-        while ((match = inlineStylePattern.exec(element)) !== null) {
-          if (match[1]) {
-            styleHashes.push(generateHash(match[1], hashAlgorithm))
+        const $ = cheerio.load(element, null, false)
+
+        // Parse all script tags
+        $('script').each((i, script) => {
+          const scriptText = $(script).text()
+          const scriptAttrs = $(script).attr()
+          const src = scriptAttrs?.src
+          const integrity = scriptAttrs?.integrity
+          if (!src && scriptText) {
+            // Hash inline scripts with content
+            scriptHashes.push(generateHash(scriptText, hashAlgorithm))
+          } else if (src && integrity) {
+            // Whitelist external scripts with integrity
+            scriptHashes.push(`'${integrity}'`)
           }
-        }
-        while ((match = externalScriptPattern.exec(element)) !== null) {
-          if (match[1]) {
-            scriptHashes.push(`'${match[1]}'`)
+        })
+
+        // Parse all style tags
+        $('style').each((i, style) => {
+          const styleText = $(style).text()
+          if (styleText) {
+            // Hash inline styles with content
+            styleHashes.push(generateHash(styleText, hashAlgorithm))
           }
-        }
+        })
       }
     }
 
@@ -68,7 +70,6 @@ export default defineNitroPlugin((nitroApp) => {
       updateRouteRules(event, content)
     }
 
-
   })
 
   // Insert hashes in the CSP meta tag for both the script-src and the style-src policies
@@ -143,7 +144,7 @@ export default defineNitroPlugin((nitroApp) => {
    * @param options ModuleOptions
    * @returns boolean
    */
-  function isContentSecurityPolicyEnabled (event: H3Event, options: ModuleOptions): boolean {
+  function isContentSecurityPolicyEnabled (event: H3Event): boolean {
     const nitroPrerenderHeader = 'x-nitro-prerender'
     const nitroPrerenderHeaderValue = event.node.req.headers[nitroPrerenderHeader]
 
diff --git a/src/runtime/nitro/plugins/99-cspNonce.ts b/src/runtime/nitro/plugins/99-cspNonce.ts
index 84d6538d..9dc8db0d 100644
--- a/src/runtime/nitro/plugins/99-cspNonce.ts
+++ b/src/runtime/nitro/plugins/99-cspNonce.ts
@@ -1,21 +1,12 @@
 import { defineNitroPlugin } from '#imports'
 import type { H3Event } from 'h3'
+import * as cheerio from 'cheerio'
 
-// To prevent the nonce attribute from being added to literal strings,
-// we need to make sure that the tag is not preceded by a single or double quote.
-// This is done by using a negative lookbehind assertion. See https://www.regular-expressions.info/lookaround.html
-// See https://regex101.com/r/DBE57j/1 for some examples.
-const tagNotPrecededByQuotes = (tag: string) => new RegExp(`(?<!['|"])<${tag}`, 'g')
 
 export default defineNitroPlugin((nitroApp) => {
   nitroApp.hooks.hook('render:html', (html, { event }) => {
     if (isPrerendering(event)) {
       // In SSG mode, do not inject nonces in html
-      // However first make sure we erase nonce placeholders from CSP meta
-      html.head = html.head.map((meta) => {
-        if (!meta.startsWith('<meta http-equiv="Content-Security-Policy"')) { return meta }
-        return meta.replaceAll("'nonce-{{nonce}}'", '')
-      })
       return
     }
     const nonce = parseNonce(`${event.node.res.getHeader('Content-Security-Policy')}`)
@@ -28,17 +19,21 @@ export default defineNitroPlugin((nitroApp) => {
       return meta.replaceAll('{{nonce}}', nonce)
     })
 
-    // Add nonce attribute to all link tags
-    html.head = html.head.map(link => link.replaceAll(tagNotPrecededByQuotes('link'), `<link nonce="${nonce}"`))
-    html.bodyAppend = html.bodyAppend.map(link => link.replaceAll(tagNotPrecededByQuotes('link'), `<link nonce="${nonce}"`))
-
-    // Add nonce attribute to all script tags
-    html.head = html.head.map(script => script.replaceAll(tagNotPrecededByQuotes('script'), `<script nonce="${nonce}"`))
-    html.bodyAppend = html.bodyAppend.map(script => script.replaceAll(tagNotPrecededByQuotes('script'), `<script nonce="${nonce}"`))
-
-    // Add nonce attribute to all style tags
-    html.head = html.head.map(style => style.replaceAll(tagNotPrecededByQuotes('style'), `<style nonce="${nonce}"`))
-    html.bodyAppend = html.bodyAppend.map(style => style.replaceAll(tagNotPrecededByQuotes('style'), `<style nonce="${nonce}"`))
+    // Scan all relevant sections of the NuxtRenderHtmlContext
+    for (const section of ['body', 'bodyAppend', 'bodyPrepend', 'head']) {
+      const htmlRecords = html as unknown as Record<string, string[]>
+
+      htmlRecords[section] = htmlRecords[section].map(element => {
+        const $ = cheerio.load(element, null, false)
+        // Add nonce to all link tags
+        $('link').attr('nonce', nonce)
+        // Add nonce to all script tags
+        $('script').attr('nonce', nonce)
+        // Add nonce to all style tags
+        $('style').attr('nonce', nonce)
+        return $.html()
+      })
+    }
   })
 
   function parseNonce (content: string) {
diff --git a/yarn.lock b/yarn.lock
index 33baf34b..20d9bb98 100644
--- a/yarn.lock
+++ b/yarn.lock
@@ -1861,6 +1861,31 @@ check-error@^1.0.2:
   resolved "https://registry.npmjs.org/check-error/-/check-error-1.0.2.tgz"
   integrity sha512-BrgHpW9NURQgzoNyjfq0Wu6VFO6D7IZEmJNdtgNqpzGG8RuNFHt2jQxWlAs4HMe119chBnv+34syEZtc6IhLtA==
 
+cheerio-select@^2.1.0:
+  version "2.1.0"
+  resolved "https://registry.yarnpkg.com/cheerio-select/-/cheerio-select-2.1.0.tgz#4d8673286b8126ca2a8e42740d5e3c4884ae21b4"
+  integrity sha512-9v9kG0LvzrlcungtnJtpGNxY+fzECQKhK4EGJX2vByejiMX84MFNQw4UxPJl3bFbTMw+Dfs37XaIkCwTZfLh4g==
+  dependencies:
+    boolbase "^1.0.0"
+    css-select "^5.1.0"
+    css-what "^6.1.0"
+    domelementtype "^2.3.0"
+    domhandler "^5.0.3"
+    domutils "^3.0.1"
+
+cheerio@^1.0.0-rc.12:
+  version "1.0.0-rc.12"
+  resolved "https://registry.yarnpkg.com/cheerio/-/cheerio-1.0.0-rc.12.tgz#788bf7466506b1c6bf5fae51d24a2c4d62e47683"
+  integrity sha512-VqR8m68vM46BNnuZ5NtnGBKIE/DfN0cRIzg9n40EIq9NOv90ayxLBXA8fXC5gquFRGJSTRqBq25Jt2ECLR431Q==
+  dependencies:
+    cheerio-select "^2.1.0"
+    dom-serializer "^2.0.0"
+    domhandler "^5.0.3"
+    domutils "^3.0.1"
+    htmlparser2 "^8.0.1"
+    parse5 "^7.0.0"
+    parse5-htmlparser2-tree-adapter "^7.0.0"
+
 chokidar@^3.5.1, chokidar@^3.5.3:
   version "3.5.3"
   resolved "https://registry.npmjs.org/chokidar/-/chokidar-3.5.3.tgz"
@@ -2398,7 +2423,7 @@ enhanced-resolve@^5.14.1:
     graceful-fs "^4.2.4"
     tapable "^2.2.0"
 
-entities@^4.2.0:
+entities@^4.2.0, entities@^4.4.0:
   version "4.5.0"
   resolved "https://registry.npmjs.org/entities/-/entities-4.5.0.tgz"
   integrity sha512-V0hjH4dGPh9Ao5p0MoRY6BVqtwCjhz6vI5LT8AJ55H+4g9/4vbHx1I54fS0XuclLhDHArPQCiMjDxjaL8fPxhw==
@@ -3195,6 +3220,16 @@ html-tags@^3.3.1:
   resolved "https://registry.npmjs.org/html-tags/-/html-tags-3.3.1.tgz"
   integrity sha512-ztqyC3kLto0e9WbNp0aeP+M3kTt+nbaIveGmUxAtZa+8iFgKLUOD4YKM5j+f3QD89bra7UeumolZHKuOXnTmeQ==
 
+htmlparser2@^8.0.1:
+  version "8.0.2"
+  resolved "https://registry.yarnpkg.com/htmlparser2/-/htmlparser2-8.0.2.tgz#f002151705b383e62433b5cf466f5b716edaec21"
+  integrity sha512-GYdjWKDkbRLkZ5geuHs5NY1puJ+PXwP7+fHPRz06Eirsb9ugf6d8kkXav6ADhcODhFFPMIXyxkxSuMf3D6NCFA==
+  dependencies:
+    domelementtype "^2.3.0"
+    domhandler "^5.0.3"
+    domutils "^3.0.1"
+    entities "^4.4.0"
+
 http-cache-semantics@^4.1.1:
   version "4.1.1"
   resolved "https://registry.npmjs.org/http-cache-semantics/-/http-cache-semantics-4.1.1.tgz"
@@ -4611,6 +4646,21 @@ parse-url@^8.1.0:
   dependencies:
     parse-path "^7.0.0"
 
+parse5-htmlparser2-tree-adapter@^7.0.0:
+  version "7.0.0"
+  resolved "https://registry.yarnpkg.com/parse5-htmlparser2-tree-adapter/-/parse5-htmlparser2-tree-adapter-7.0.0.tgz#23c2cc233bcf09bb7beba8b8a69d46b08c62c2f1"
+  integrity sha512-B77tOZrqqfUfnVcOrUvfdLbz4pu4RopLD/4vmu3HUPswwTA8OH0EMW9BlWR2B0RCoiZRAHEUu7IxeP1Pd1UU+g==
+  dependencies:
+    domhandler "^5.0.2"
+    parse5 "^7.0.0"
+
+parse5@^7.0.0:
+  version "7.1.2"
+  resolved "https://registry.yarnpkg.com/parse5/-/parse5-7.1.2.tgz#0736bebbfd77793823240a23b7fc5e010b7f8e32"
+  integrity sha512-Czj1WaSVpaoj0wbhMzLmWD69anp2WH7FXMB9n1Sy8/ZFF9jolSQVMu1Ij5WIyGmcBmhk7EOndpO4mIpihVqAXw==
+  dependencies:
+    entities "^4.4.0"
+
 parseurl@~1.3.3:
   version "1.3.3"
   resolved "https://registry.npmjs.org/parseurl/-/parseurl-1.3.3.tgz"