diff --git a/CHANGELOG.md b/CHANGELOG.md
index 7694e4e68f4..84548459b63 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -156,6 +156,7 @@ Docs: https://docs.openclaw.ai
 - Config/SecretRef + Control UI: harden SecretRef redaction round-trip restore, block unsafe raw fallback (force Form mode when raw is unavailable), and preflight submitted-config SecretRefs before config write RPC persistence. (#58044) Thanks @joshavant.
 - Config/Telegram: migrate removed `channels.telegram.groupMentionsOnly` into `channels.telegram.groups["*"].requireMention` on load so legacy configs no longer crash at startup. (#55336) thanks @jameslcowan.
 - Gateway/SecretRef: resolve restart token drift checks with merged service/runtime env sources and hard-fail unsupported mutable SecretRef plus OAuth-profile combinations so restart warnings and policy enforcement match runtime behavior. (#58141) Thanks @joshavant.
+- Media/images: reject oversized decoded image inputs before metadata and resize backends run, so tiny compressed image bombs fail early instead of exhausting gateway memory. (#58226) Thanks @AntAISecurityLab and @vincentkoc.
 - Voice Call/media stream: cap inbound WebSocket frame size before `start` validation so oversized pre-start frames are dropped before JSON parsing. Thanks @Kazamayc and @vincentkoc.
 - Pairing: enforce pending request limits per account instead of per shared channel queue, so one account's outstanding pairing challenges no longer block new pairing on other accounts. Thanks @smaeljaish771 and @vincentkoc.
 - Exec approvals: unwrap `caffeinate` and `sandbox-exec` before persisting allow-always trust so later shell payload changes still require a fresh approval. Thanks @tdjackey and @vincentkoc.
diff --git a/src/media/image-ops.input-guard.test.ts b/src/media/image-ops.input-guard.test.ts
new file mode 100644
index 00000000000..fde3462b07a
--- /dev/null
+++ b/src/media/image-ops.input-guard.test.ts
@@ -0,0 +1,56 @@
+import { describe, expect, it } from "vitest";
+import { getImageMetadata, MAX_IMAGE_INPUT_PIXELS, resizeToJpeg } from "./image-ops.js";
+import { createPngBufferWithDimensions } from "./test-helpers.js";
+
+describe("image input pixel guard", () => {
+  const oversizedPng = createPngBufferWithDimensions({ width: 8_000, height: 4_000 });
+  const overflowedPng = createPngBufferWithDimensions({
+    width: 4_294_967_295,
+    height: 4_294_967_295,
+  });
+
+  it("returns null metadata for images above the pixel limit", async () => {
+    await expect(getImageMetadata(oversizedPng)).resolves.toBeNull();
+    expect(8_000 * 4_000).toBeGreaterThan(MAX_IMAGE_INPUT_PIXELS);
+  });
+
+  it("rejects oversized images before resize work starts", async () => {
+    await expect(
+      resizeToJpeg({
+        buffer: oversizedPng,
+        maxSide: 2_048,
+        quality: 80,
+      }),
+    ).rejects.toThrow(/pixel input limit/i);
+  });
+
+  it("rejects overflowed pixel counts before resize work starts", async () => {
+    await expect(
+      resizeToJpeg({
+        buffer: overflowedPng,
+        maxSide: 2_048,
+        quality: 80,
+      }),
+    ).rejects.toThrow(/pixel input limit/i);
+  });
+
+  it("fails closed when sips cannot determine image dimensions", async () => {
+    const previousBackend = process.env.OPENCLAW_IMAGE_BACKEND;
+    process.env.OPENCLAW_IMAGE_BACKEND = "sips";
+    try {
+      await expect(
+        resizeToJpeg({
+          buffer: Buffer.from("not-an-image"),
+          maxSide: 2_048,
+          quality: 80,
+        }),
+      ).rejects.toThrow(/unable to determine image dimensions/i);
+    } finally {
+      if (previousBackend === undefined) {
+        delete process.env.OPENCLAW_IMAGE_BACKEND;
+      } else {
+        process.env.OPENCLAW_IMAGE_BACKEND = previousBackend;
+      }
+    }
+  });
+});
diff --git a/src/media/image-ops.ts b/src/media/image-ops.ts
index 3403d25bcb2..4c917a97768 100644
--- a/src/media/image-ops.ts
+++ b/src/media/image-ops.ts
@@ -11,6 +11,7 @@ export type ImageMetadata = {
 };
 
 export const IMAGE_REDUCE_QUALITY_STEPS = [85, 75, 65, 55, 45, 35] as const;
+export const MAX_IMAGE_INPUT_PIXELS = 25_000_000;
 
 export function buildImageResizeSideGrid(maxSide: number, sideStart: number): number[] {
   return [sideStart, 1800, 1600, 1400, 1200, 1000, 800]
@@ -33,7 +34,181 @@ function prefersSips(): boolean {
 async function loadSharp(): Promise<(buffer: Buffer) => ReturnType<Sharp>> {
   const mod = (await import("sharp")) as unknown as { default?: Sharp };
   const sharp = mod.default ?? (mod as unknown as Sharp);
-  return (buffer) => sharp(buffer, { failOnError: false });
+  return (buffer) =>
+    sharp(buffer, {
+      failOnError: false,
+      limitInputPixels: MAX_IMAGE_INPUT_PIXELS,
+    });
+}
+
+function isPositiveImageDimension(value: number): boolean {
+  return Number.isInteger(value) && value > 0;
+}
+
+function buildImageMetadata(width: number, height: number): ImageMetadata | null {
+  if (!isPositiveImageDimension(width) || !isPositiveImageDimension(height)) {
+    return null;
+  }
+  return { width, height };
+}
+
+function readPngMetadata(buffer: Buffer): ImageMetadata | null {
+  if (buffer.length < 24) {
+    return null;
+  }
+  if (
+    buffer[0] !== 0x89 ||
+    buffer[1] !== 0x50 ||
+    buffer[2] !== 0x4e ||
+    buffer[3] !== 0x47 ||
+    buffer[4] !== 0x0d ||
+    buffer[5] !== 0x0a ||
+    buffer[6] !== 0x1a ||
+    buffer[7] !== 0x0a ||
+    buffer.toString("ascii", 12, 16) !== "IHDR"
+  ) {
+    return null;
+  }
+  return buildImageMetadata(buffer.readUInt32BE(16), buffer.readUInt32BE(20));
+}
+
+function readGifMetadata(buffer: Buffer): ImageMetadata | null {
+  if (buffer.length < 10) {
+    return null;
+  }
+  const signature = buffer.toString("ascii", 0, 6);
+  if (signature !== "GIF87a" && signature !== "GIF89a") {
+    return null;
+  }
+  return buildImageMetadata(buffer.readUInt16LE(6), buffer.readUInt16LE(8));
+}
+
+function readWebpMetadata(buffer: Buffer): ImageMetadata | null {
+  if (
+    buffer.length < 30 ||
+    buffer.toString("ascii", 0, 4) !== "RIFF" ||
+    buffer.toString("ascii", 8, 12) !== "WEBP"
+  ) {
+    return null;
+  }
+  const chunkType = buffer.toString("ascii", 12, 16);
+  if (chunkType === "VP8X") {
+    if (buffer.length < 30) {
+      return null;
+    }
+    return buildImageMetadata(1 + buffer.readUIntLE(24, 3), 1 + buffer.readUIntLE(27, 3));
+  }
+  if (chunkType === "VP8 ") {
+    if (buffer.length < 30) {
+      return null;
+    }
+    return buildImageMetadata(buffer.readUInt16LE(26) & 0x3fff, buffer.readUInt16LE(28) & 0x3fff);
+  }
+  if (chunkType === "VP8L") {
+    if (buffer.length < 25 || buffer[20] !== 0x2f) {
+      return null;
+    }
+    const bits = buffer[21] | (buffer[22] << 8) | (buffer[23] << 16) | (buffer[24] << 24);
+    return buildImageMetadata((bits & 0x3fff) + 1, ((bits >> 14) & 0x3fff) + 1);
+  }
+  return null;
+}
+
+function readJpegMetadata(buffer: Buffer): ImageMetadata | null {
+  if (buffer.length < 4 || buffer[0] !== 0xff || buffer[1] !== 0xd8) {
+    return null;
+  }
+
+  let offset = 2;
+  while (offset + 8 < buffer.length) {
+    while (offset < buffer.length && buffer[offset] === 0xff) {
+      offset++;
+    }
+    if (offset >= buffer.length) {
+      return null;
+    }
+
+    const marker = buffer[offset];
+    offset++;
+    if (marker === 0xd8 || marker === 0xd9) {
+      continue;
+    }
+    if (marker === 0x01 || (marker >= 0xd0 && marker <= 0xd7)) {
+      continue;
+    }
+    if (offset + 1 >= buffer.length) {
+      return null;
+    }
+
+    const segmentLength = buffer.readUInt16BE(offset);
+    if (segmentLength < 2 || offset + segmentLength > buffer.length) {
+      return null;
+    }
+
+    const isStartOfFrame =
+      marker >= 0xc0 && marker <= 0xcf && marker !== 0xc4 && marker !== 0xc8 && marker !== 0xcc;
+    if (isStartOfFrame) {
+      if (segmentLength < 7 || offset + 6 >= buffer.length) {
+        return null;
+      }
+      return buildImageMetadata(buffer.readUInt16BE(offset + 5), buffer.readUInt16BE(offset + 3));
+    }
+
+    offset += segmentLength;
+  }
+
+  return null;
+}
+
+function readImageMetadataFromHeader(buffer: Buffer): ImageMetadata | null {
+  return (
+    readPngMetadata(buffer) ??
+    readGifMetadata(buffer) ??
+    readWebpMetadata(buffer) ??
+    readJpegMetadata(buffer)
+  );
+}
+
+function countImagePixels(meta: ImageMetadata): number | null {
+  const pixels = meta.width * meta.height;
+  return Number.isSafeInteger(pixels) ? pixels : null;
+}
+
+function exceedsImagePixelLimit(meta: ImageMetadata): boolean {
+  return meta.width > Math.floor(MAX_IMAGE_INPUT_PIXELS / meta.height);
+}
+
+function createImagePixelLimitError(meta: ImageMetadata): Error {
+  const pixelCount = countImagePixels(meta);
+  const detail =
+    pixelCount === null
+      ? `${meta.width}x${meta.height}`
+      : `${meta.width}x${meta.height} (${pixelCount} pixels)`;
+  return new Error(
+    `Image dimensions exceed the ${MAX_IMAGE_INPUT_PIXELS.toLocaleString("en-US")} pixel input limit: ${detail}`,
+  );
+}
+
+function validateImagePixelLimit(meta: ImageMetadata): ImageMetadata {
+  if (exceedsImagePixelLimit(meta)) {
+    throw createImagePixelLimitError(meta);
+  }
+  return meta;
+}
+
+async function readImageMetadataForLimit(buffer: Buffer): Promise<ImageMetadata | null> {
+  return readImageMetadataFromHeader(buffer);
+}
+
+async function assertImagePixelLimit(buffer: Buffer): Promise<void> {
+  const meta = await readImageMetadataForLimit(buffer);
+  if (!meta) {
+    if (prefersSips()) {
+      throw new Error("Unable to determine image dimensions; refusing to process");
+    }
+    return;
+  }
+  validateImagePixelLimit(meta);
 }
 
 /**
@@ -215,6 +390,15 @@ async function sipsConvertToJpeg(buffer: Buffer): Promise<Buffer> {
 }
 
 export async function getImageMetadata(buffer: Buffer): Promise<ImageMetadata | null> {
+  const metadataForLimit = await readImageMetadataForLimit(buffer).catch(() => null);
+  if (metadataForLimit) {
+    try {
+      return validateImagePixelLimit(metadataForLimit);
+    } catch {
+      return null;
+    }
+  }
+
   if (prefersSips()) {
     return await sipsMetadataFromBuffer(buffer).catch(() => null);
   }
@@ -230,7 +414,7 @@ export async function getImageMetadata(buffer: Buffer): Promise<ImageMetadata |
     if (width <= 0 || height <= 0) {
       return null;
     }
-    return { width, height };
+    return validateImagePixelLimit({ width, height });
   } catch {
     return null;
   }
@@ -288,6 +472,8 @@ async function sipsApplyOrientation(buffer: Buffer, orientation: number): Promis
  * Falls back to original buffer if normalization fails.
  */
 export async function normalizeExifOrientation(buffer: Buffer): Promise<Buffer> {
+  await assertImagePixelLimit(buffer);
+
   if (prefersSips()) {
     try {
       const orientation = readJpegExifOrientation(buffer);
@@ -316,6 +502,8 @@ export async function resizeToJpeg(params: {
   quality: number;
   withoutEnlargement?: boolean;
 }): Promise<Buffer> {
+  await assertImagePixelLimit(params.buffer);
+
   if (prefersSips()) {
     // Normalize EXIF orientation BEFORE resizing (sips resize doesn't auto-rotate)
     const normalized = await normalizeExifOrientationSips(params.buffer);
@@ -356,6 +544,8 @@ export async function resizeToJpeg(params: {
 }
 
 export async function convertHeicToJpeg(buffer: Buffer): Promise<Buffer> {
+  await assertImagePixelLimit(buffer);
+
   if (prefersSips()) {
     return await sipsConvertToJpeg(buffer);
   }
@@ -368,6 +558,8 @@ export async function convertHeicToJpeg(buffer: Buffer): Promise<Buffer> {
  * Returns true if the image has alpha, false otherwise.
  */
 export async function hasAlphaChannel(buffer: Buffer): Promise<boolean> {
+  await assertImagePixelLimit(buffer);
+
   try {
     const sharp = await loadSharp();
     const meta = await sharp(buffer).metadata();
@@ -390,6 +582,8 @@ export async function resizeToPng(params: {
   compressionLevel?: number;
   withoutEnlargement?: boolean;
 }): Promise<Buffer> {
+  await assertImagePixelLimit(params.buffer);
+
   const sharp = await loadSharp();
   // Compression level 6 is a good balance (0=fastest, 9=smallest)
   const compressionLevel = params.compressionLevel ?? 6;
diff --git a/src/media/test-helpers.ts b/src/media/test-helpers.ts
new file mode 100644
index 00000000000..def65012d3a
--- /dev/null
+++ b/src/media/test-helpers.ts
@@ -0,0 +1,51 @@
+export function createPngBufferWithDimensions(params: { width: number; height: number }): Buffer {
+  const signature = Buffer.from([0x89, 0x50, 0x4e, 0x47, 0x0d, 0x0a, 0x1a, 0x0a]);
+  const ihdrLength = Buffer.from([0x00, 0x00, 0x00, 0x0d]);
+  const ihdrType = Buffer.from("IHDR", "ascii");
+  const ihdrData = Buffer.alloc(13);
+  ihdrData.writeUInt32BE(params.width, 0);
+  ihdrData.writeUInt32BE(params.height, 4);
+  ihdrData[8] = 8;
+  ihdrData[9] = 6;
+  const ihdrCrc = Buffer.alloc(4);
+  const iend = Buffer.from([
+    0x00, 0x00, 0x00, 0x00, 0x49, 0x45, 0x4e, 0x44, 0xae, 0x42, 0x60, 0x82,
+  ]);
+  return Buffer.concat([signature, ihdrLength, ihdrType, ihdrData, ihdrCrc, iend]);
+}
+
+export function createJpegBufferWithDimensions(params: { width: number; height: number }): Buffer {
+  if (params.width > 0xffff || params.height > 0xffff) {
+    throw new Error("Synthetic JPEG helper only supports 16-bit dimensions");
+  }
+
+  const app0 = Buffer.from([
+    0xff, 0xe0, 0x00, 0x10, 0x4a, 0x46, 0x49, 0x46, 0x00, 0x01, 0x01, 0x00, 0x00, 0x01, 0x00, 0x01,
+    0x00, 0x00,
+  ]);
+  const sof0 = Buffer.from([
+    0xff,
+    0xc0,
+    0x00,
+    0x11,
+    0x08,
+    params.height >> 8,
+    params.height & 0xff,
+    params.width >> 8,
+    params.width & 0xff,
+    0x03,
+    0x01,
+    0x11,
+    0x00,
+    0x02,
+    0x11,
+    0x00,
+    0x03,
+    0x11,
+    0x00,
+  ]);
+  const sos = Buffer.from([
+    0xff, 0xda, 0x00, 0x0c, 0x03, 0x01, 0x00, 0x02, 0x11, 0x03, 0x11, 0x00, 0x3f, 0x00,
+  ]);
+  return Buffer.concat([Buffer.from([0xff, 0xd8]), app0, sof0, sos, Buffer.from([0xff, 0xd9])]);
+}
diff --git a/src/media/web-media.test.ts b/src/media/web-media.test.ts
index 021cfcde845..070616e3727 100644
--- a/src/media/web-media.test.ts
+++ b/src/media/web-media.test.ts
@@ -3,6 +3,7 @@ import path from "node:path";
 import { pathToFileURL } from "node:url";
 import { afterAll, beforeAll, describe, expect, it, vi } from "vitest";
 import { resolvePreferredOpenClawTmpDir } from "../infra/tmp-openclaw-dir.js";
+import { createJpegBufferWithDimensions, createPngBufferWithDimensions } from "./test-helpers.js";
 
 let loadWebMedia: typeof import("./web-media.js").loadWebMedia;
 
@@ -10,13 +11,19 @@ const TINY_PNG_BASE64 =
   "iVBORw0KGgoAAAANSUhEUgAAAAEAAAABCAQAAAC1HAwCAAAAC0lEQVR42mP8/woAAn8B9FD5fHAAAAAASUVORK5CYII=";
 
 let fixtureRoot = "";
+let oversizedJpegFile = "";
 let tinyPngFile = "";
 
 beforeAll(async () => {
   ({ loadWebMedia } = await import("./web-media.js"));
   fixtureRoot = await fs.mkdtemp(path.join(resolvePreferredOpenClawTmpDir(), "web-media-core-"));
   tinyPngFile = path.join(fixtureRoot, "tiny.png");
+  oversizedJpegFile = path.join(fixtureRoot, "oversized.jpg");
   await fs.writeFile(tinyPngFile, Buffer.from(TINY_PNG_BASE64, "base64"));
+  await fs.writeFile(
+    oversizedJpegFile,
+    createJpegBufferWithDimensions({ width: 6_000, height: 5_000 }),
+  );
 });
 
 afterAll(async () => {
@@ -88,6 +95,24 @@ describe("loadWebMedia", () => {
     await expectLoadedWebMediaCase(createUrl());
   });
 
+  it("rejects oversized pixel-count images before decode/resize backends run", async () => {
+    const oversizedPngFile = path.join(fixtureRoot, "oversized.png");
+    await fs.writeFile(
+      oversizedPngFile,
+      createPngBufferWithDimensions({ width: 8_000, height: 4_000 }),
+    );
+
+    await expect(loadWebMedia(oversizedPngFile, createLocalWebMediaOptions())).rejects.toThrow(
+      /pixel input limit/i,
+    );
+  });
+
+  it("preserves pixel-limit errors for oversized JPEG optimization", async () => {
+    await expect(loadWebMedia(oversizedJpegFile, createLocalWebMediaOptions())).rejects.toThrow(
+      /pixel input limit/i,
+    );
+  });
+
   it.each([
     {
       name: "rejects remote-host file URLs before filesystem checks",
diff --git a/src/media/web-media.ts b/src/media/web-media.ts
index 91dc474ef28..b6d2a10b01d 100644
--- a/src/media/web-media.ts
+++ b/src/media/web-media.ts
@@ -9,6 +9,7 @@ import { fetchRemoteMedia } from "./fetch.js";
 import {
   convertHeicToJpeg,
   hasAlphaChannel,
+  MAX_IMAGE_INPUT_PIXELS,
   optimizeImageToPng,
   resizeToJpeg,
 } from "./image-ops.js";
@@ -78,6 +79,13 @@ function formatCapReduce(label: string, cap: number, size: number): string {
   return `${label} could not be reduced below ${formatMb(cap, 0)}MB (got ${formatMb(size)}MB)`;
 }
 
+function isPixelLimitError(error: unknown): boolean {
+  return (
+    error instanceof Error &&
+    error.message.includes(`${MAX_IMAGE_INPUT_PIXELS.toLocaleString("en-US")} pixel input limit`)
+  );
+}
+
 function isHeicSource(opts: { contentType?: string; fileName?: string }): boolean {
   if (opts.contentType && HEIC_MIME_RE.test(opts.contentType.trim())) {
     return true;
@@ -404,7 +412,10 @@ export async function optimizeImageToJpeg(
             quality,
           };
         }
-      } catch {
+      } catch (error) {
+        if (isPixelLimitError(error)) {
+          throw error;
+        }
         // Continue trying other size/quality combinations
       }
     }