diff --git a/docker/debian-base.dockerfile b/docker/debian-base.dockerfile
index e7c51ded..fbb568fa 100644
--- a/docker/debian-base.dockerfile
+++ b/docker/debian-base.dockerfile
@@ -8,21 +8,21 @@ WORKDIR /app
 # Install Curl
 # Install Apprise, add sqlite3 cli for debugging in the future, iputils-ping for ping, util-linux for setpriv
 # Stupid python3 and python3-pip actually install a lot of useless things into Debian, specify --no-install-recommends to skip them, make the base even smaller than alpine!
-RUN apt update && \
-    apt --yes --no-install-recommends install python3 python3-pip python3-cryptography python3-six python3-yaml python3-click python3-markdown python3-requests python3-requests-oauthlib \
-        sqlite3 iputils-ping util-linux dumb-init git && \
+RUN apt-get update && \
+    apt-get --yes --no-install-recommends install python3 python3-pip python3-cryptography python3-six python3-yaml python3-click python3-markdown python3-requests python3-requests-oauthlib \
+        sqlite3 iputils-ping util-linux dumb-init git curl ca-certificates && \
     pip3 --no-cache-dir install apprise==1.3.0 && \
     rm -rf /var/lib/apt/lists/* && \
     apt --yes autoremove
 
 # Install cloudflared
-# dpkg --add-architecture arm: cloudflared do not provide armhf, this is workaround. Read more: https://github.com/cloudflare/cloudflared/issues/583
-COPY extra/download-cloudflared.js ./extra/download-cloudflared.js
-RUN node ./extra/download-cloudflared.js $TARGETPLATFORM && \
-    dpkg --add-architecture arm && \
-    apt update && \
-    apt --yes --no-install-recommends install ./cloudflared.deb && \
+RUN set -eux && \
+    mkdir -p --mode=0755 /usr/share/keyrings && \
+    curl --fail --show-error --silent --location --insecure https://pkg.cloudflare.com/cloudflare-main.gpg --output /usr/share/keyrings/cloudflare-main.gpg && \
+    echo 'deb [signed-by=/usr/share/keyrings/cloudflare-main.gpg] https://pkg.cloudflare.com/cloudflared buster main' | tee /etc/apt/sources.list.d/cloudflared.list && \
+    apt-get update && \
+    apt-get install --yes --no-install-recommends cloudflared && \
+    cloudflared version && \
     rm -rf /var/lib/apt/lists/* && \
-    rm -f cloudflared.deb && \
     apt --yes autoremove
 
diff --git a/extra/download-cloudflared.js b/extra/download-cloudflared.js
deleted file mode 100644
index 74b9bad2..00000000
--- a/extra/download-cloudflared.js
+++ /dev/null
@@ -1,48 +0,0 @@
-//
-
-const http = require("https"); // or 'https' for https:// URLs
-const fs = require("fs");
-
-const platform = process.argv[2];
-
-if (!platform) {
-    console.error("No platform??");
-    process.exit(1);
-}
-
-let arch = null;
-
-if (platform === "linux/amd64") {
-    arch = "amd64";
-} else if (platform === "linux/arm64") {
-    arch = "arm64";
-} else if (platform === "linux/arm/v7") {
-    arch = "arm";
-} else {
-    console.error("Invalid platform?? " + platform);
-}
-
-const file = fs.createWriteStream("cloudflared.deb");
-get("https://github.com/cloudflare/cloudflared/releases/latest/download/cloudflared-linux-" + arch + ".deb");
-
-/**
- * Download specified file
- * @param {string} url URL to request
- */
-function get(url) {
-    http.get(url, function (res) {
-        if (res.statusCode >= 300 && res.statusCode < 400 && res.headers.location) {
-            console.log("Redirect to " + res.headers.location);
-            get(res.headers.location);
-        } else if (res.statusCode >= 200 && res.statusCode < 300) {
-            res.pipe(file);
-
-            res.on("end", function () {
-                console.log("Downloaded");
-            });
-        } else {
-            console.error(res.statusCode);
-            process.exit(1);
-        }
-    });
-}