Enhance project configuration and structure: Added build-system requirements in pyproject.toml, updated README for installation instructions, and refactored attack classes to utilize a new create_test_case method. Introduced a plugins.yaml for component registration and removed the legacy registry initialization file.

attacks/mml/attack.py

@@ -13,7 +13,7 @@ from PIL import Image, ImageFont, ImageDraw
 import textwrap
 
 from core.data_formats import TestCase
-from core.unified_registry import BaseAttack
+from core.base_classes import BaseAttack
 
 
 from . import utils
@@ -236,17 +236,11 @@ class MMLAttack(BaseAttack):
                     "images_rotate", "images_rotate"
                 ).format(scrambled_prompt)
 
-        test_case = TestCase(
-            test_case_id=case_id,
-            image_path=img_path,
-            prompt=adv_prompt,
-            metadata={
-                "attack_method": "mml",
-                "original_prompt": original_prompt,
-                "jailbreak_prompt": adv_prompt,
-                "jailbreak_image_path": img_path,
-                "aug_type": self.cfg.aug_type,
-            },
+        return self.create_test_case(
+            case_id=case_id,
+            jailbreak_prompt=adv_prompt,
+            jailbreak_image_path=str(img_path),
+            original_prompt=original_prompt,
+            original_image_path=str(image_path),
+            metadata={"aug_type": self.cfg.aug_type},
         )
-
-        return test_case