diff --git a/frontend/auth_providers/zju.py b/frontend/auth_providers/zju.py
index 5d67cef..2c72e98 100644
--- a/frontend/auth_providers/zju.py
+++ b/frontend/auth_providers/zju.py
@@ -1,7 +1,6 @@
 import secrets
 import string
 import json
-import hmac
 from typing import Any
 from Crypto.Cipher import AES
 from base64 import b64decode
@@ -37,74 +36,69 @@ def __init__(self, **kwargs: Any) -> None:
         self.cipher_key = b64decode(provider["cipher_key"])
         self.provider_url = provider["provider_url"]
 
-    # XXX: POST 请求到外部，不宜外传 csrf token，且反 CSRF 的功能已被 state+proof 实现
+    # XXX: POST 请求到外部，不宜外传 csrf token，且反 CSRF 的功能已被 nonce 实现
     @method_decorator(csrf_exempt)
     def dispatch(self, *args, **kwargs):
         return super(LoginView, self).dispatch(*args, **kwargs)
 
-    def calc_hmac(self, state: str) -> str:
-        return hmac.new(self.state_key, state.encode(), "sha256").hexdigest()
-
-    def get(self, request):
-        template_context = self.template_context.copy()
-        state = "".join(
-            secrets.choice(string.ascii_letters + string.digits) for _ in range(32)
-        )
-        proof = self.calc_hmac(state)
-
-        # 在登录前显示提示信息（而非直接跳转）
-        redirect_uri = request.build_absolute_uri(
-            "/accounts/zju/login/?" + urlencode({"proof": proof})
-        )
-        template_context["url"] = (
-            self.provider_url
-            + "?"
-            + urlencode({"redirect_uri": redirect_uri, "state": state})
-        )
-        return TemplateResponse(request, self.template_name, template_context)
+    def normalize_identity(self):
+        return self.identity.casefold()
 
     def check_cipher(self) -> bool:
         try:
-            ciphertext = self.request.POST.get("cipher")
-            proof = self.request.GET.get("proof")
-            assert isinstance(ciphertext, str) and isinstance(proof, str)
+            ciphertext = self.cipher
+            nonce = self.request.session.get("auth_nonce_zju")
+            assert isinstance(ciphertext, str) and isinstance(nonce, str)
+            self.request.session.pop("auth_nonce_zju")
             # ciphertext:
             #  16 bytes: nonce
             #  16 bytes till end - 16 bytes: payload
             #  16 bytes from end: MAC
             ciphertext = b64decode(ciphertext)
             cipher = AES.new(self.cipher_key, AES.MODE_GCM, ciphertext[:16])
+            cipher.update(nonce.encode())
             payload = json.loads(
                 cipher.decrypt_and_verify(ciphertext[16:-16], ciphertext[-16:])
             )
-            student_id = payload["student_id"]
-            state = payload["state"]
-            assert isinstance(student_id, str) and isinstance(state, str)
-            assert self.calc_hmac(state) == proof
-            student_id = student_id.strip()
+            sno = payload["sno"]
+            assert isinstance(sno, str)
+            sno = sno.strip()
             # XXX: 实际上的长度是 8，但作为可信内容放宽限制来避免一些特殊情况
             if not (
-                all(char in string.digits for char in student_id)
-                and 5 <= len(student_id) <= 26
+                all(char in string.digits for char in sno)
+                and 5 <= len(sno) <= 26
             ):
                 messages.error(self.request, "学号非法")
                 return False
-            self.sno = student_id
+            self.sno = sno
             self.name = payload["name"]
             # XXX: 能够以此学号登录应当与拥有此邮箱等价
-            self.identity = student_id + "@zju.edu.cn"
+            self.identity = sno + "@zju.edu.cn"
             return True
         except Exception:
             messages.error(self.request, "登录失败")
             return False
 
-    def normalize_identity(self):
-        return self.identity.casefold()
+    def get(self, request):
+        self.cipher = request.GET.get("cipher")
+        if self.cipher:
+            if self.check_cipher():
+                self.login(email=self.identity, sno=self.sno, name=self.name)
+            return redirect("hub")
+        template_context = self.template_context.copy()
+        nonce = "".join(
+            secrets.choice(string.ascii_letters + string.digits) for _ in range(32)
+        )
+        request.session['auth_nonce_zju'] = nonce
 
-    def post(self, request):
-        if self.check_cipher():
-            self.login(email=self.identity, sno=self.sno, name=self.name)
-        return redirect("hub")
+        # 在登录前显示提示信息（而非直接跳转）
+        redirect_uri = request.build_absolute_uri("/accounts/zju/login/")
+        template_context["url"] = (
+            self.provider_url
+            + "?"
+            + urlencode({"redirect_uri": redirect_uri, "nonce": nonce})
+        )
+        return TemplateResponse(request, self.template_name, template_context)
 
 
 urlpatterns = [