add readme

README.md

@@ -0,0 +1,55 @@
+# Malicious JavaScript Detection
+
+## Running the demo
+
+```bash
+docker-compose up -d
+```
+
+Example request body:
+
+```json
+{
+	"javascript": [
+		{
+			"idx": "string1",
+			"code": "console.log('Hello World!');"
+		},
+		{
+			"idx": "string2",
+			"code": "document.write('<center>' '<iframe width=\"11\" height=\"1\" ' 'src=\"http://laghzesh.rzb.ir\" ' 'style=\"border: 0px;\" ' 'frameborder=\"0\" ' 'scrolling=\"auto\">' '</iframe>');"
+		}
+	]
+}
+```
+
+Response:
+
+```json
+{
+  "results": [
+    {
+      "idx": "string1",
+      "label": "benign"
+    },
+    {
+      "idx": "string2",
+      "label": "malicious"
+    }
+  ]
+}
+```
+
+## Training
+
+```bash
+./scripts/train_codebert_unimodal.sh
+./scripts/train_codebert_bimodal.sh
+```
+
+## Testing
+
+```bash
+./scripts/inference_codebert_unimodal.sh
+./scripts/inference_codebert_bimodal.sh
+```