diff --git a/komga/build.gradle.kts b/komga/build.gradle.kts
index 925c7df2f..ecf086101 100644
--- a/komga/build.gradle.kts
+++ b/komga/build.gradle.kts
@@ -68,9 +68,9 @@ dependencies {
   implementation("org.jsoup:jsoup:1.13.1")
 
   implementation("net.coobird:thumbnailator:0.4.13")
-  runtimeOnly("com.twelvemonkeys.imageio:imageio-jpeg:3.6.4")
-  runtimeOnly("com.twelvemonkeys.imageio:imageio-tiff:3.6.4")
-  runtimeOnly(files("$projectDir/libs/webp-imageio-decoder-plugin-0.2.jar"))
+  runtimeOnly("com.twelvemonkeys.imageio:imageio-jpeg:3.7.0")
+  runtimeOnly("com.twelvemonkeys.imageio:imageio-tiff:3.7.0")
+  runtimeOnly("com.twelvemonkeys.imageio:imageio-webp:3.7.0")
   implementation("com.github.gotson:webp-imageio:0.2.0")
   // support for jpeg2000
   runtimeOnly("com.github.jai-imageio:jai-imageio-jpeg2000:1.4.0")
diff --git a/komga/libs/webp-imageio-decoder-plugin-0.2.jar b/komga/libs/webp-imageio-decoder-plugin-0.2.jar
deleted file mode 100644
index 9fa29e38d..000000000
Binary files a/komga/libs/webp-imageio-decoder-plugin-0.2.jar and /dev/null differ
diff --git a/komga/src/main/kotlin/org/gotson/komga/infrastructure/image/ImageConverter.kt b/komga/src/main/kotlin/org/gotson/komga/infrastructure/image/ImageConverter.kt
index 6c8cdc80a..a97e87b66 100644
--- a/komga/src/main/kotlin/org/gotson/komga/infrastructure/image/ImageConverter.kt
+++ b/komga/src/main/kotlin/org/gotson/komga/infrastructure/image/ImageConverter.kt
@@ -23,8 +23,16 @@ class ImageConverter {
 
   init {
     val registry = IIORegistry.getDefaultInstance()
-    val nativeWebp = registry.getServiceProviderByClass(Class.forName("com.luciad.imageio.webp.WebPImageReaderSpi")) as ImageReaderSpi?
-    val javaWebp = registry.getServiceProviderByClass(Class.forName("net.sf.javavp8decoder.imageio.WebPImageReaderSpi")) as ImageReaderSpi?
+    val nativeWebp = try {
+        registry.getServiceProviderByClass(Class.forName("com.luciad.imageio.webp.WebPImageReaderSpi"))
+    } catch (e: Exception) {
+      null
+    } as ImageReaderSpi?
+    val javaWebp = try {
+        registry.getServiceProviderByClass(Class.forName("com.twelvemonkeys.imageio.plugins.webp.WebPImageReaderSpi"))
+    } catch (e: Exception) {
+      null
+    } as ImageReaderSpi?
 
     if (nativeWebp != null) {
       if (!WebP.loadNativeLibrary()) {