diff --git a/apps/desktop/electron-forge/sign-windows.cjs b/apps/desktop/electron-forge/sign-windows.cjs
index ddcf354c44..54e852f36b 100644
--- a/apps/desktop/electron-forge/sign-windows.cjs
+++ b/apps/desktop/electron-forge/sign-windows.cjs
@@ -1,8 +1,8 @@
-const child_process = require("child_process");
+const child_process = require("child_proces");
 const fs = require("fs");
 const path = require("path");
 
-module.exports = function (filePath) {
+module.exports = async function (filePath) {
     const { WINDOWS_SIGN_EXECUTABLE } = process.env;
 
     if (!WINDOWS_SIGN_EXECUTABLE) {
@@ -13,18 +13,46 @@ module.exports = function (filePath) {
     const outputDir = path.join(__dirname, "sign");
     console.log("Output dir is ", path.resolve(outputDir));
     if (!fs.existsSync(outputDir)) {
-      fs.mkdirSync(outputDir);
+        fs.mkdirSync(outputDir);
     }
 
     const command = `${WINDOWS_SIGN_EXECUTABLE} --executable "${filePath}"`;
     console.log(`[Sign] Running ${command}`);
 
-    try {
-      child_process.execSync(command);
-    } catch (e) {
-      console.warn(`[Sign] Unable to sign ${filePath} due to:\n${e.stdout.toString("utf-8")})}`)
-      return;
+    let remainingTries = 10;
+    let sleepTime = 10_000;
+    while (remainingTries > 0) {
+        try {
+            child_process.execSync(command);
+            console.log(`[Sign] Signed ${filePath} successfully.`);
+            break;
+        } catch (e) {
+            const output = e.stdout.toString("utf-8");
+            console.warn(`[Sign] Unable to sign ${filePath} due to:\n${output}`);
+
+            // Check if the error is retryable.
+            if (!output.includes("http://timestamp.digicert.com")) {
+                console.warn("Cannot retry due to unknown error.");
+                process.exit(1);
+            }
+
+            console.info(`Waiting for ${sleepTime / 1000}s before retrying...`);
+        }
+
+        await sleep(sleepTime);
+        sleepTime *= 2;
+        remainingTries--;
     }
 
-    console.log(`[Sign] Signed ${filePath} successfully.`);
-}
\ No newline at end of file
+    if (remainingTries < 1) {
+        console.error("Failed to sign.");
+        process.exit(1);
+    }
+
+}
+
+function sleep(time_ms) {
+    return new Promise((resolve) => {
+        setTimeout(resolve, time_ms);
+    });
+}