diff --git a/src/app.py b/src/app.py
index 913d23b..fdb5023 100644
--- a/src/app.py
+++ b/src/app.py
@@ -67,6 +67,7 @@ app: Dash = Dash(
     server=server,
     title="decp.info",
     use_pages=True,
+    suppress_callback_exceptions=True,
     compress=True,
     meta_tags=META_TAGS,
 )
diff --git a/src/assets/css/style.css b/src/assets/css/style.css
index ed1681f..6fe3c2f 100644
--- a/src/assets/css/style.css
+++ b/src/assets/css/style.css
@@ -78,10 +78,6 @@ button[disabled] {
   color: #666;
 }
 
-button:hover:not([disabled]) {
-  background-color: #fee;
-}
-
 /* Global Link Styles */
 #_pages_content a {
   color: #993333;
diff --git a/src/auth/oauth.py b/src/auth/oauth.py
index 1e73b28..a53f4bd 100644
--- a/src/auth/oauth.py
+++ b/src/auth/oauth.py
@@ -17,5 +17,8 @@ def init_oauth(app: Flask) -> None:
         client_id=os.getenv("LINKEDIN_CLIENT_ID"),
         client_secret=os.getenv("LINKEDIN_CLIENT_SECRET"),
         server_metadata_url=LINKEDIN_DISCOVERY_URL,
-        client_kwargs={"scope": "openid profile email"},
+        client_kwargs={
+            "scope": "openid profile email",
+            "token_endpoint_auth_method": "client_secret_post",
+        },
     )
diff --git a/src/auth/routes.py b/src/auth/routes.py
index 57b2281..ea1d217 100644
--- a/src/auth/routes.py
+++ b/src/auth/routes.py
@@ -264,12 +264,22 @@ def linkedin_callback():
         # L'utilisateur a refusé / annulé l'autorisation côté LinkedIn.
         return _redirect_with_error("/connexion", "oauth_cancelled")
     try:
-        token = oauth.linkedin.authorize_access_token()
+        # LinkedIn ne retourne pas le nonce dans l'ID token (non-conformité OIDC) :
+        # authorize_access_token() lève MissingClaimError("nonce") après avoir échangé
+        # le code avec succès. Le token est déjà stocké dans oauth.linkedin.token à ce
+        # moment, donc on capture cette erreur précise et on continue.
+        try:
+            oauth.linkedin.authorize_access_token()
+        except Exception as exc:
+            if "nonce" not in str(exc) or not oauth.linkedin.token:
+                raise
+        resp = oauth.linkedin.get("https://api.linkedin.com/v2/userinfo")
+        resp.raise_for_status()
+        userinfo = resp.json()
     except Exception:
         logger.exception("Échec de l'échange de token LinkedIn")
         return _redirect_with_error("/connexion", "oauth_failed")
 
-    userinfo = token.get("userinfo") or {}
     subject = userinfo.get("sub")
     email = (userinfo.get("email") or "").strip().lower()
     if not subject or not email:
diff --git a/src/db.py b/src/db.py
index cc148ed..0152d6d 100644
--- a/src/db.py
+++ b/src/db.py
@@ -14,13 +14,16 @@ from src.utils import get_last_modified, logger
 def should_rebuild(db_path: Path, parquet_path: str) -> bool:
     db_path = Path(db_path)
     if not db_path.exists():
+        logger.info("Fichier DuckDB inexistant.")
         return True
     dev = os.getenv("DEVELOPMENT", "False").lower() == "true"
     force = os.getenv("REBUILD_DUCKDB", "False").lower() == "true"
     if dev and not force:
         return False
     last_modified: float = get_last_modified(parquet_path)
-    return last_modified > db_path.stat().st_mtime
+    fresh_parquet = last_modified > db_path.stat().st_mtime
+    logger.info(f"Parquet plus récent : {str(fresh_parquet)}")
+    return fresh_parquet
 
 
 def _load_source_frame() -> pl.DataFrame:
diff --git a/src/pages/compte_admin.py b/src/pages/compte_admin.py
index 09143a9..812d92b 100644
--- a/src/pages/compte_admin.py
+++ b/src/pages/compte_admin.py
@@ -200,7 +200,6 @@ def layout(
             _password_section(),
             html.Hr(className="mt-4"),
             _danger_section(),
-            _logout_section(),
         ]
     )
     return account_shell("admin", contenu)
diff --git a/tests/test.parquet b/tests/test.parquet
index d75858a..9b8fc9b 100644
Binary files a/tests/test.parquet and b/tests/test.parquet differ
diff --git a/tests/users.test.sqlite b/tests/users.test.sqlite
index 8c70b44..16de761 100644
Binary files a/tests/users.test.sqlite and b/tests/users.test.sqlite differ
diff --git a/uv.lock b/uv.lock
index 83a3f6e..110706c 100644
--- a/uv.lock
+++ b/uv.lock
@@ -66,6 +66,19 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/64/b4/17d4b0b2a2dc85a6df63d1157e028ed19f90d4cd97c36717afef2bc2f395/attrs-26.1.0-py3-none-any.whl", hash = "sha256:c647aa4a12dfbad9333ca4e71fe62ddc36f4e63b2d260a37a8b83d2f043ac309", size = 67548, upload-time = "2026-03-19T14:22:23.645Z" },
 ]
 
+[[package]]
+name = "authlib"
+version = "1.7.2"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "cryptography" },
+    { name = "joserfc" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/36/98/7d93f30d029643c0275dbc0bd6d5a6f670661ee6c9a94d93af7ab4887600/authlib-1.7.2.tar.gz", hash = "sha256:2cea25fefcd4e7173bdf1372c0afc265c8034b23a8cd5dcb6a9164b826c64231", size = 176511, upload-time = "2026-05-06T08:10:23.116Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/fb/95/adcb68e20c34162e9135f370d6e31737719c2b6f94bc953fe7ed1f10fe21/authlib-1.7.2-py2.py3-none-any.whl", hash = "sha256:3e1faedc9d87e7d56a164eca3ccb6ace0d61b94abe83e92242f8dc8bba9b4a9f", size = 259548, upload-time = "2026-05-06T08:10:21.436Z" },
+]
+
 [[package]]
 name = "backports-datetime-fromisoformat"
 version = "2.0.3"
@@ -854,6 +867,7 @@ name = "decp-info"
 version = "2.8.0"
 source = { virtual = "." }
 dependencies = [
+    { name = "authlib" },
     { name = "boto3" },
     { name = "brevo-python" },
     { name = "cryptography" },
@@ -898,6 +912,7 @@ dev = [
 
 [package.metadata]
 requires-dist = [
+    { name = "authlib" },
     { name = "boto3" },
     { name = "brevo-python", specifier = "==5.0.0rc1" },
     { name = "cryptography" },
@@ -1316,6 +1331,18 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/14/2f/967ba146e6d58cf6a652da73885f52fc68001525b4197effc174321d70b4/jmespath-1.1.0-py3-none-any.whl", hash = "sha256:a5663118de4908c91729bea0acadca56526eb2698e83de10cd116ae0f4e97c64", size = 20419, upload-time = "2026-01-22T16:35:24.919Z" },
 ]
 
+[[package]]
+name = "joserfc"
+version = "1.7.1"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "cryptography" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/44/90/25cb27518750218e4f850be63d8bbb2343efaad1c01c3571aaa4b3c33bd7/joserfc-1.7.1.tar.gz", hash = "sha256:77d0b76514879c68c6f433bc5b7357a4ab72008ff1e33d8379fd11d72bd8ca81", size = 233181, upload-time = "2026-06-08T07:21:33.412Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/b3/00/fa62404c3e347f946faa13aa21085205f9cc06ad17671e37f81a51662ae8/joserfc-1.7.1-py3-none-any.whl", hash = "sha256:b3e3d655612e2e1ef67b2600f2f420e12e537b020208fab1761fad647319c164", size = 70423, upload-time = "2026-06-08T07:21:32.001Z" },
+]
+
 [[package]]
 name = "jsbeautifier"
 version = "1.15.4"