diff --git a/.changeset/kind-onions-invent.md b/.changeset/kind-onions-invent.md
new file mode 100644
index 0000000..85c42db
--- /dev/null
+++ b/.changeset/kind-onions-invent.md
@@ -0,0 +1,5 @@
+---
+'dotenv-diff': patch
+---
+
+improved source secret detection for JSX props
diff --git a/packages/cli/src/core/security/secretDetectors.ts b/packages/cli/src/core/security/secretDetectors.ts
index 0f3808f..e27ff9e 100644
--- a/packages/cli/src/core/security/secretDetectors.ts
+++ b/packages/cli/src/core/security/secretDetectors.ts
@@ -52,6 +52,19 @@ const HARMLESS_URLS = [
   /xmlns=["']http:\/\/www\.w3\.org\/2000\/svg["']/i, // SVG namespace
 ];
 
+// Known harmless attribute keys commonly used in UI components
+const HARMLESS_UI_ATTRIBUTE_NAMES =
+  /^(name|label|placeholder|title|alt|caption|helperText|description|text|htmlFor|id|data-testid|data-test|aria-label)$/i;
+
+/**
+ * Checks if a string looks like a UI label or attribute value, which are often false positives in secret detection.
+ * @param s - The string to check.
+ * @returns True if the string looks like a UI label, false otherwise.
+ */
+function looksLikeUiLabel(s: string): boolean {
+  return /\s/.test(s);
+}
+
 // Known harmless attribute keys commonly used in UI / analytics
 const HARMLESS_ATTRIBUTE_KEYS =
   /\b(trackingId|trackingContext|data-testid|data-test|aria-label)\b/i;
@@ -318,15 +331,26 @@ export function detectSecretsInSource(
       // Ignore if inside HTML tag content
       if (/<[^>]*>.*<\/[^>]*>/.test(line.trim())) continue;
 
-      const m = line.match(/=\s*["'`](.+?)["'`]/);
+      const attrMatch = line.match(
+        /([:@A-Za-z0-9_-]+)\s*=\s*(?:\{\s*["'`](.+?)["'`]\s*\}|["'`](.+?)["'`])/,
+      );
+
+      if (!attrMatch) continue;
+
+      const attrName = attrMatch[1];
+      const literal = attrMatch[2] ?? attrMatch[3];
+
+      // Skip common UI props like label, placeholder, name, etc.
+      if (HARMLESS_UI_ATTRIBUTE_NAMES.test(attrName!)) continue;
+
       if (
-        m &&
-        m[1] &&
-        !looksHarmlessLiteral(m[1]) &&
+        literal &&
+        !looksHarmlessLiteral(literal) &&
+        !looksLikeUiLabel(literal) &&
         !looksLikeUrlConstruction(line) &&
-        m[1].length >= 12 &&
+        literal.length >= 12 &&
         !isEnvAccessor(line) &&
-        !isPureInterpolationTemplate(m[1])
+        !isPureInterpolationTemplate(literal)
       ) {
         findings.push({
           file,
diff --git a/packages/cli/test/unit/core/security/secretDetectors.test.ts b/packages/cli/test/unit/core/security/secretDetectors.test.ts
index 3cbb961..74e84c3 100644
--- a/packages/cli/test/unit/core/security/secretDetectors.test.ts
+++ b/packages/cli/test/unit/core/security/secretDetectors.test.ts
@@ -457,6 +457,38 @@ const email = "user@example.com";
       expect(findings).toHaveLength(0);
     });
 
+    it('does not flag JSX label props containing password text', () => {
+      const source = '<Password label="Current password" />';
+      expect(detectSecretsInSource('Component.tsx', source)).toEqual([]);
+    });
+
+    it('does not flag JSX placeholder props containing password text', () => {
+      const source = '<Input placeholder="Re-enter password" />';
+      expect(detectSecretsInSource('Component.tsx', source)).toEqual([]);
+    });
+
+    it('does not flag JSX name props like currentPassword', () => {
+      const source = '<Password name="currentPassword" />';
+      expect(detectSecretsInSource('Component.tsx', source)).toEqual([]);
+    });
+
+    it('does not flag JSX expression props without string literals', () => {
+      const source = '<Password passwordError={currentPasswordError} />';
+      expect(detectSecretsInSource('Component.tsx', source)).toEqual([]);
+    });
+
+    it('still flags hardcoded secret in JSX prop string literal', () => {
+      const source = '<SecretField value="sk_live_abcdefghijklmnopqrstuvwxyz123456" />';
+      const findings = detectSecretsInSource('Component.tsx', source);
+      expect(findings.length).toBeGreaterThan(0);
+    });
+
+    it('still flags hardcoded token in JSX prop expression string', () => {
+      const source = '<TokenField token={"ghp_abcdefghijklmnopqrstuvwxyz1234567890"} />';
+      const findings = detectSecretsInSource('Component.tsx', source);
+      expect(findings.length).toBeGreaterThan(0);
+    });
+
     describe('charset and alphabet detection', () => {
       it('should ignore full alphanumeric alphabet (customAlphabet pattern)', () => {
         // The exact case from the bug report