diff --git a/litellm/proxy/guardrails/guardrail_hooks/ztds.py b/litellm/proxy/guardrails/guardrail_hooks/ztds.py
index 9a1b0b698c9..85efbca26ad 100644
--- a/litellm/proxy/guardrails/guardrail_hooks/ztds.py
+++ b/litellm/proxy/guardrails/guardrail_hooks/ztds.py
@@ -14,7 +14,7 @@ Invariants Enforced:
 
 import re
 import uuid
-from typing import Any, Dict, List, Optional, Tuple
+from typing import Any, AsyncGenerator, Dict, List, Optional, Tuple
 
 try:
     from litellm.integrations.custom_guardrail import CustomGuardrail
@@ -48,9 +48,10 @@ class ZTDSGuardrail(CustomGuardrail):
         enabled_entities: Optional[List[str]] = None,
         reverse_on_output: bool = True,
         enforce_zero_egress: bool = True,
+        guardrail_name: Optional[str] = "ztds",
         **kwargs: Any,
     ):
-        super().__init__(**kwargs)
+        super().__init__(guardrail_name=guardrail_name, **kwargs)
         self.enabled_entities = enabled_entities or list(self.PATTERNS.keys())
         self.reverse_on_output = reverse_on_output
         self.enforce_zero_egress = enforce_zero_egress
@@ -61,27 +62,32 @@ class ZTDSGuardrail(CustomGuardrail):
 
     def sanitize_text(self, text: str, session_id: str) -> Tuple[str, Dict[str, str]]:
         """
-        Deterministically sanitizes a text string in volatile memory.
-        Returns: (sanitized_text, token_map)
+        In-memory single-pass deterministic tokenization.
+        Guarantees zero network calls and deterministic surrogate assignment within session scope.
         """
+        if not text or not isinstance(text, str):
+            return text, {}
+
         if session_id not in self._session_maps:
             self._session_maps[session_id] = {}
+        if session_id not in self._entity_maps:
             self._entity_maps[session_id] = {}
 
         token_map = self._session_maps[session_id]
         entity_map = self._entity_maps[session_id]
-        sanitized = text
 
+        sanitized = text
         for entity_type in self.enabled_entities:
             pattern = self.PATTERNS.get(entity_type)
             if not pattern:
                 continue
 
+            # Process matches in reverse string order to preserve exact substring indices
             matches = list(pattern.finditer(sanitized))
-            # Sort in reverse order of start position to safely replace in string
-            for match in sorted(matches, key=lambda m: m.start(), reverse=True):
+            for match in reversed(matches):
                 original = match.group(0)
-                # Reuse deterministic surrogate if same entity seen in session
+
+                # Deterministic Reversible Tokenization (Invariant 2)
                 if original in entity_map:
                     token = entity_map[original]
                 else:
@@ -224,7 +230,45 @@ class ZTDSGuardrail(CustomGuardrail):
         """
         LiteLLM post-call failure hook: ensures volatile RAM zeroization when upstream provider calls fail.
         """
-        session_id = data.get("_ztds_session_id")
+        session_id = data.get("_ztds_session_id") if isinstance(data, dict) else None
         if session_id:
             self.zeroize_session(session_id)
 
+    async def async_post_call_streaming_iterator_hook(
+        self,
+        user_api_key_dict: Any,
+        response: Any,
+        request_data: dict,
+    ) -> AsyncGenerator[Any, None]:
+        """
+        LiteLLM streaming iterator hook: restores tokens across streaming response chunks in volatile RAM
+        and guarantees Theorem 2 zeroization upon stream completion or error.
+        """
+        session_id = request_data.get("_ztds_session_id") if isinstance(request_data, dict) else None
+        try:
+            async for chunk in response:
+                if session_id and self.reverse_on_output:
+                    if hasattr(chunk, "choices") and chunk.choices:
+                        for choice in chunk.choices:
+                            delta = getattr(choice, "delta", None)
+                            if delta and hasattr(delta, "content") and isinstance(delta.content, str):
+                                delta.content = self.restore_text(delta.content, session_id)
+                    elif isinstance(chunk, dict) and "choices" in chunk:
+                        for choice in chunk["choices"]:
+                            delta = choice.get("delta") if isinstance(choice, dict) else None
+                            if delta and isinstance(delta, dict) and isinstance(delta.get("content"), str):
+                                delta["content"] = self.restore_text(delta["content"], session_id)
+                yield chunk
+        finally:
+            if session_id:
+                self.zeroize_session(session_id)
+
+    async def async_post_call_streaming_hook(
+        self,
+        user_api_key_dict: Any,
+        response: str,
+    ) -> Any:
+        """
+        LiteLLM post-call streaming hook fallback.
+        """
+        return response