diff --git a/packages/console/src/pages/EnterpriseSso/SsoConnectorLogo/index.tsx b/packages/console/src/pages/EnterpriseSso/SsoConnectorLogo/index.tsx
index bd19a0a16..dfc410173 100644
--- a/packages/console/src/pages/EnterpriseSso/SsoConnectorLogo/index.tsx
+++ b/packages/console/src/pages/EnterpriseSso/SsoConnectorLogo/index.tsx
@@ -6,6 +6,7 @@ import ImageWithErrorFallback from '@/ds-components/ImageWithErrorFallback';
 import useTheme from '@/hooks/use-theme';
 
 import * as styles from './index.module.scss';
+import { pickLogoForCurrentThemeHelper } from './utils';
 
 type Props = {
   className?: string;
@@ -23,9 +24,13 @@ const pickLogoForCurrentTheme = (
   branding: SsoConnectorWithProviderConfig['branding']
 ): string => {
   // Need to use `||` here since `??` operator can not avoid empty strings.
-  // eslint-disable-next-line @typescript-eslint/prefer-nullish-coalescing
-  const configuredLogo = isDarkMode ? branding.darkLogo : branding.logo || branding.darkLogo;
-  const builtInLogo = isDarkMode ? logoDark : logo || logoDark;
+  // Since `logo` and `darkLogo` are both optional, when it is dark mode and `darkLogo` is not configured, should fallback to `logo`.
+  const configuredLogo = pickLogoForCurrentThemeHelper(
+    isDarkMode,
+    branding.logo,
+    branding.darkLogo
+  );
+  const builtInLogo = pickLogoForCurrentThemeHelper(isDarkMode, logo, logoDark);
 
   // eslint-disable-next-line @typescript-eslint/prefer-nullish-coalescing
   return configuredLogo || builtInLogo;
diff --git a/packages/console/src/pages/EnterpriseSso/SsoConnectorLogo/utils.test.ts b/packages/console/src/pages/EnterpriseSso/SsoConnectorLogo/utils.test.ts
new file mode 100644
index 000000000..06227cc8e
--- /dev/null
+++ b/packages/console/src/pages/EnterpriseSso/SsoConnectorLogo/utils.test.ts
@@ -0,0 +1,38 @@
+import { pickLogoForCurrentThemeHelper } from './utils';
+
+describe('pickLogoForCurrentThemeHelper', () => {
+  const logo = 'logo';
+  const logoDark = 'logoDark';
+
+  it('dark mode, logo non-empty, logoDark non-empty, should get logoDark', () => {
+    expect(pickLogoForCurrentThemeHelper(true, logo, logoDark)).toBe(logoDark);
+  });
+
+  it('light mode, logo non-empty, logoDark non-empty, should get logo', () => {
+    expect(pickLogoForCurrentThemeHelper(false, logo, logoDark)).toBe(logo);
+  });
+
+  it('dark mode, logo non-empty, logoDark empty, should get logo', () => {
+    expect(pickLogoForCurrentThemeHelper(true, logo, '')).toBe(logo);
+  });
+
+  it('light mode, logo non-empty, logoDark empty, should get logo', () => {
+    expect(pickLogoForCurrentThemeHelper(false, logo, '')).toBe(logo);
+  });
+
+  it('dark mode, logo empty, logoDark non-empty, should get logoDark', () => {
+    expect(pickLogoForCurrentThemeHelper(true, '', logoDark)).toBe(logoDark);
+  });
+
+  it('light mode, logo empty, logoDark non-empty, should get logoDark', () => {
+    expect(pickLogoForCurrentThemeHelper(false, '', logoDark)).toBe(logoDark);
+  });
+
+  it('dark mode, logo empty, logoDark empty, should get empty string', () => {
+    expect(pickLogoForCurrentThemeHelper(true, '', '')).toBe('');
+  });
+
+  it('light mode, logo empty, logoDark empty, should get empty string', () => {
+    expect(pickLogoForCurrentThemeHelper(false, '', '')).toBe('');
+  });
+});
diff --git a/packages/console/src/pages/EnterpriseSso/SsoConnectorLogo/utils.ts b/packages/console/src/pages/EnterpriseSso/SsoConnectorLogo/utils.ts
new file mode 100644
index 000000000..e7c3087dc
--- /dev/null
+++ b/packages/console/src/pages/EnterpriseSso/SsoConnectorLogo/utils.ts
@@ -0,0 +1,9 @@
+import { type Optional } from '@silverhand/essentials';
+
+export const pickLogoForCurrentThemeHelper = <T extends string | Optional<string>>(
+  isDarkMode: boolean,
+  logo: T,
+  logoDark: T
+): T => {
+  return (isDarkMode ? logoDark : logo) || logoDark || logo;
+};
diff --git a/packages/console/src/pages/UserDetails/UserSettings/components/UserSocialIdentities/index.module.scss b/packages/console/src/pages/UserDetails/UserSettings/components/UserSocialIdentities/index.module.scss
index 36611ebc4..ea011097e 100644
--- a/packages/console/src/pages/UserDetails/UserSettings/components/UserSocialIdentities/index.module.scss
+++ b/packages/console/src/pages/UserDetails/UserSettings/components/UserSocialIdentities/index.module.scss
@@ -11,10 +11,14 @@
   align-items: center;
 
   .icon {
-    width: 32px;
-    height: 32px;
-    border-radius: _.unit(2);
-    flex-shrink: 0;
+    background: transparent;
+    width: 20px;
+    height: 20px;
+
+    > img {
+      width: 100%;
+      height: 100%;
+    }
   }
 
   .name {
diff --git a/packages/console/src/pages/UserDetails/UserSettings/components/UserSsoIdentities/index.tsx b/packages/console/src/pages/UserDetails/UserSettings/components/UserSsoIdentities/index.tsx
index cbfc4e412..48fa201ef 100644
--- a/packages/console/src/pages/UserDetails/UserSettings/components/UserSsoIdentities/index.tsx
+++ b/packages/console/src/pages/UserDetails/UserSettings/components/UserSsoIdentities/index.tsx
@@ -1,12 +1,16 @@
-import type { SsoConnectorWithProviderConfig, UserSsoIdentity } from '@logto/schemas';
+import {
+  ssoBrandingGuard,
+  type SsoConnectorWithProviderConfig,
+  type UserSsoIdentity,
+} from '@logto/schemas';
 import { useMemo } from 'react';
 import { useTranslation } from 'react-i18next';
 import useSWR from 'swr';
+import { z } from 'zod';
 
 import CopyToClipboard from '@/ds-components/CopyToClipboard';
 import Table from '@/ds-components/Table';
 import type { RequestError } from '@/hooks/use-api';
-import useTheme from '@/hooks/use-theme';
 import SsoConnectorLogo from '@/pages/EnterpriseSso/SsoConnectorLogo';
 
 import * as styles from '../UserSocialIdentities/index.module.scss';
@@ -24,8 +28,21 @@ type DisplayConnector = {
   issuer: UserSsoIdentity['issuer'];
 };
 
+const isIdentityDisplayConnector = (
+  identity: Partial<DisplayConnector>
+): identity is DisplayConnector => {
+  // `DisplayConnector` instance should have `providerLogo`, `providerLogoDark` and `name` to be non-empty string and `branding` to be an object.
+  const identityGuard = z.object({
+    providerLogo: z.string().min(1),
+    providerLogoDark: z.string().min(1),
+    branding: ssoBrandingGuard,
+    name: z.string().min(1),
+  });
+  const result = identityGuard.safeParse(identity);
+  return result.success;
+};
+
 function UserSsoIdentities({ ssoIdentities }: Props) {
-  const theme = useTheme();
   const { t } = useTranslation(undefined, {
     keyPrefix: 'admin_console',
   });
@@ -41,25 +58,19 @@ function UserSsoIdentities({ ssoIdentities }: Props) {
       return;
     }
 
-    return (
-      ssoIdentities
-        .map((identity) => {
-          const {
-            providerLogo,
-            providerLogoDark,
-            connectorName: name,
-          } = data.find((ssoConnector) => ssoConnector.id === identity.ssoConnectorId) ?? {};
-          const { identityId: userIdentity, issuer } = identity;
+    return ssoIdentities
+      .map((identity) => {
+        const {
+          providerLogo,
+          providerLogoDark,
+          branding,
+          connectorName: name,
+        } = data.find((ssoConnector) => ssoConnector.id === identity.ssoConnectorId) ?? {};
+        const { identityId: userIdentity, issuer } = identity;
 
-          if (!(providerLogo && providerLogoDark && name)) {
-            return;
-          }
-
-          return { providerLogo, providerLogoDark, name, userIdentity, issuer };
-        })
-        // eslint-disable-next-line unicorn/prefer-native-coercion-functions
-        .filter((identity): identity is DisplayConnector => Boolean(identity))
-    );
+        return { providerLogo, providerLogoDark, branding, name, userIdentity, issuer };
+      })
+      .filter((identity): identity is DisplayConnector => isIdentityDisplayConnector(identity));
   }, [data, ssoIdentities]);
 
   const hasLinkedSsoIdentities = Boolean(displaySsoConnectors && displaySsoConnectors.length > 0);
@@ -89,7 +100,10 @@ function UserSsoIdentities({ ssoIdentities }: Props) {
               colSpan: 5,
               render: ({ providerLogo, providerLogoDark, branding, name }) => (
                 <div className={styles.connectorName}>
-                  <SsoConnectorLogo data={{ providerLogo, providerLogoDark, branding }} />
+                  <SsoConnectorLogo
+                    containerClassName={styles.icon}
+                    data={{ providerLogo, providerLogoDark, branding }}
+                  />
                   <div className={styles.name}>
                     <span>{name}</span>
                   </div>