diff --git a/composer.json b/composer.json
index 7064a2b3..8a6651c8 100644
--- a/composer.json
+++ b/composer.json
@@ -38,6 +38,7 @@
         "mezzio/mezzio-fastroute": "^3.3",
         "mezzio/mezzio-problem-details": "^1.5",
         "mezzio/mezzio-swoole": "^3.5",
+        "mlocati/ip-lib": "^1.17",
         "monolog/monolog": "^2.3",
         "nikolaposa/monolog-factory": "^3.1",
         "ocramius/proxy-manager": "^2.11",
@@ -47,14 +48,13 @@
         "predis/predis": "^1.1",
         "pugx/shortid-php": "^1.0",
         "ramsey/uuid": "^4.2",
-        "rlanvin/php-ip": "dev-master#6b3a785 as 3.0",
         "shlinkio/shlink-common": "dev-main#e7fdff3 as 4.2",
         "shlinkio/shlink-config": "^1.4",
         "shlinkio/shlink-event-dispatcher": "dev-main#3925299 as 2.3",
         "shlinkio/shlink-importer": "dev-main#d099072 as 2.5",
         "shlinkio/shlink-installer": "^6.3",
         "shlinkio/shlink-ip-geolocation": "^2.2",
-        "symfony/console": "^6.0 || ^5.4",
+        "symfony/console": "^5.4",
         "symfony/filesystem": "^6.0 || ^5.4",
         "symfony/lock": "^6.0 || ^5.4",
         "symfony/mercure": "^0.6",
diff --git a/module/Core/src/Visit/RequestTracker.php b/module/Core/src/Visit/RequestTracker.php
index eee75ea4..7cefa8a2 100644
--- a/module/Core/src/Visit/RequestTracker.php
+++ b/module/Core/src/Visit/RequestTracker.php
@@ -5,9 +5,10 @@ declare(strict_types=1);
 namespace Shlinkio\Shlink\Core\Visit;
 
 use Fig\Http\Message\RequestMethodInterface;
-use InvalidArgumentException;
+use IPLib\Address\IPv4;
+use IPLib\Factory;
+use IPLib\Range\RangeInterface;
 use Mezzio\Router\Middleware\ImplicitHeadMiddleware;
-use PhpIP\IP;
 use Psr\Http\Message\ServerRequestInterface;
 use Shlinkio\Shlink\Common\Middleware\IpAddressMiddlewareFactory;
 use Shlinkio\Shlink\Core\Entity\ShortUrl;
@@ -73,9 +74,8 @@ class RequestTracker implements RequestTrackerInterface, RequestMethodInterface
             return false;
         }
 
-        try {
-            $ip = IP::create($remoteAddr);
-        } catch (InvalidArgumentException) {
+        $ip = IPv4::parseString($remoteAddr);
+        if ($ip === null) {
             return false;
         }
 
@@ -83,24 +83,23 @@ class RequestTracker implements RequestTrackerInterface, RequestMethodInterface
         $disableTrackingFrom = $this->trackingOptions->disableTrackingFrom();
 
         return some($disableTrackingFrom, function (string $value) use ($ip, $remoteAddrParts): bool {
-            try {
-                return match (true) {
-                    str_contains($value, '*') => $ip->matches($this->parseValueWithWildcards($value, $remoteAddrParts)),
-                    str_contains($value, '/') => $ip->isIn($value),
-                    default => $ip->matches($value),
-                };
-            } catch (InvalidArgumentException) {
-                return false;
-            }
+            $range = match (true) {
+                str_contains($value, '*') => $this->parseValueWithWildcards($value, $remoteAddrParts),
+                default => Factory::parseRangeString($value),
+            };
+
+            return $range !== null && $ip->matches($range);
         });
     }
 
-    private function parseValueWithWildcards(string $value, array $remoteAddrParts): string
+    private function parseValueWithWildcards(string $value, array $remoteAddrParts): ?RangeInterface
     {
         // Replace wildcard parts with the corresponding ones from the remote address
-        return implode('.', map(
-            explode('.', $value),
-            fn (string $part, int $index) => $part === '*' ? $remoteAddrParts[$index] : $part,
-        ));
+        return Factory::parseRangeString(
+            implode('.', map(
+                explode('.', $value),
+                fn (string $part, int $index) => $part === '*' ? $remoteAddrParts[$index] : $part,
+            )),
+        );
     }
 }