Update chaos_encryption.py

Author: ELXaber

Project_Andrew/chaos_encryption.py

@@ -2,69 +2,79 @@
 import hashlib
 import time
 
-class CPOLManifold:
-    def __init__(self, seed, dimensions=12):
-        self.state = np.random.RandomState(seed).randn(dimensions)
-        self.dimensions = dimensions
-        self.torque = 0.1
+class CPOLQuantumManifold:
+    def __init__(self, raw_q_seed, dimensions=12):
+        # RAW_Q Initialization: Seed is randomized at system start
+        self.state = np.random.RandomState(raw_q_seed).randn(dimensions)
+        self.torque = 0.15  # Baseline "rotational speed"
         self.phase = 0.0
+        self.dimensions = dimensions
 
-    def oscillate(self, cycles=60):
-        """ Simulates gyroscopic precession in 12D space """
-        # Non-convex rotation: The state evolves based on its own torque
-        rotation_matrix = np.eye(self.dimensions)
+    def oscillate(self):
+        """ Evolves the 12D manifold state """
+        # Non-convex gyroscopic rotation
+        rot = np.eye(self.dimensions)
         for i in range(self.dimensions - 1):
-            theta = np.sin(self.phase + i) * self.torque
+            theta = np.sin(self.phase) * self.torque
             c, s = np.cos(theta), np.sin(theta)
-            # Create a simple rotation in the (i, i+1) plane
-            row_i = rotation_matrix[i].copy()
-            row_ip1 = rotation_matrix[i+1].copy()
-            rotation_matrix[i] = c * row_i - s * row_ip1
-            rotation_matrix[i+1] = s * row_i + c * row_ip1
+            # Apply rotation to the i-th plane
+            row_i, row_ip1 = rot[i].copy(), rot[i+1].copy()
+            rot[i], rot[i+1] = c*row_i - s*row_ip1, s*row_i + c*row_ip1
 
-        self.state = np.dot(rotation_matrix, self.state)
-        self.phase += (2 * np.pi) / cycles
-        return self.get_7d_signature()
+        self.state = np.dot(rot, self.state)
+        self.phase += 0.1 # Move the clock forward
+        return self.state[:7] # Return the 7D Phase Signature
 
-    def get_7d_signature(self):
-        """ Projects 12D state into a 7D phased signature for sync """
-        # This is the 'pulse' sent over the network
-        return self.state[:7]
+    def sync_phase(self, partner_sig):
+        """ Jitter Correction: Adjusts internal torque to match partner """
+        my_sig = self.state[:7]
+        # Calculate the 'Logical Distance' (Phase Lag)
+        diff = np.linalg.norm(partner_sig - my_sig)
+        
+        # If we are desynced, 'nudge' the torque to close the gap
+        # This is the 'Elastic Torque' that handles network jitter
+        if diff > 0.001:
+            adjustment = diff * 0.1 
+            self.torque += adjustment 
+        else:
+            self.torque = 0.15 # Return to baseline
 
-    def collapse_to_key(self):
-        """ Triggers a qubit collapse to generate a session key """
-        # The key is the hash of the final high-dimensional state
-        return hashlib.sha256(self.state.tobytes()).hexdigest()
+    def collapse(self):
+        """ Final Qubit Collapse to generate the encryption key """
+        return hashlib.sha512(self.state.tobytes()).hexdigest()
 
-# --- THE HANDSHAKE SIMULATION ---
+# --- REAL-WORLD SIMULATION ---
 
-# 1. Initialization (Shared Seed from TLS/Initial Axiom)
-shared_seed = 422026 
-alice = CPOLManifold(seed=shared_seed)
-bob = CPOLManifold(seed=shared_seed)
+# Initialize with CAIOS RAW_Q (Simulated random entropy)
+raw_q = np.random.randint(0, 1e9) 
+alice = CPOLQuantumManifold(raw_q)
+bob = CPOLQuantumManifold(raw_q)
 
-print(f"[*] Initializing 12D Phase-Rotating Sync...")
+print(f"[*] RAW_Q Seed: {raw_q} | Initializing 12D Manifold...")
 
-# 2. The Oscillation Cycle (Synchronizing over the network)
-# In reality, Alice and Bob would exchange pulses here to adjust for lag
-for cycle in range(5):
+# Simulate 10 cycles with intentional 'Network Jitter'
+for i in range(10):
     sig_a = alice.oscillate()
+    
+    # Simulate Bob being slightly 'off' due to jitter
+    if i == 5: 
+        print("[!] Jitter detected: Bob's packet delayed.")
+        bob.torque -= 0.05 # Bob slows down temporarily
+        
     sig_b = bob.oscillate()
 
-    # Verification: Do the 7D phases match?
-    dist = np.linalg.norm(sig_a - sig_b)
-    print(f"[Cycle {cycle}] Phase Distance: {dist:.10f}")
+    # 7D Phase Correction: Alice and Bob exchange signatures to sync
+    alice.sync_phase(sig_b)
+    bob.sync_phase(sig_a)
 
-# 3. The Collapse Event (Synchronized Key Generation)
-# Both sides 'stop' the rotation at the exact same logical cycle
-key_alice = alice.collapse_to_key()
-key_bob = bob.collapse_to_key()
+# Generate Keys
+key_a = alice.collapse()
+key_b = bob.collapse()
 
-print("\n--- COLLAPSE COMPLETE ---")
-print(f"Alice's Session Key: {key_alice[:16]}...")
-print(f"Bob's Session Key:   {key_bob[:16]}...")
+print(f"\nAlice Key: {key_a[:24]}...")
+print(f"Bob Key:   {key_b[:24]}...")
 
-if key_alice == key_bob:
-    print("\n[SUCCESS] Phase-Lock achieved. Quantum-secure tunnel established.")
+if key_a == key_b:
+    print("\n[SUCCESS] Phase-Lock achieved despite jitter. Session is Quantum-Secure.")
 else:
-    print("\n[FAILURE] Axiom mismatch. Connection dropped.")
+    print("\n[FAILURE] Permanent Desync. Axiom Collapse triggered.")