#!/usr/bin/env python3 """ Sovereign Disk Nanokernel Simulator Implements block-level GCL admission logic for disk controllers. """ import hashlib import json import time import numpy as np from typing import Dict, List, Tuple, Optional class GCLAdmissionGate: """Simulates the hardware-level gate on the disk controller.""" def __init__(self, trust_threshold=0.8): self.trust_threshold = trust_threshold self.admission_log = [] self.active_policies = { "no_high_entropy": True, # Reject encrypted blocks (ransomware defense) "require_gcl_signature": True, # Only accept writes with valid GCL tokens "structural_coherence": True # Audit data structure via Metaprobe } def evaluate_entropy(self, data: bytes) -> float: """Calculate Shannon entropy of the block.""" if not data: return 0.0 counts = np.bincount(np.frombuffer(data, dtype=np.uint8), minlength=256) probs = counts[counts > 0] / len(data) return -np.sum(probs * np.log2(probs)) def metaprobe_audit(self, data: bytes) -> float: """ Coarse Metaprobe sweep. In a real nanokernel, this would run on the 32-bit RISC core. Checks for 'Lawful' signal resonance. """ # Simplified: Check for repeating patterns or known structural headers # High score for structured data (text, code), low for pure noise. entropy = self.evaluate_entropy(data) # Normalized score: high entropy (>7.5) is likely compressed or encrypted structure_score = 1.0 - (max(0, entropy - 4.0) / 4.0) return max(0.0, min(1.0, structure_score)) def validate_gcl_token(self, data: bytes, token: str) -> bool: """Verify the GCL admission token.""" # In a real system, this would check a HMAC or ZK-Proof expected = hashlib.sha256(data[:1024] + b"DISK_SECRET_KEY").hexdigest()[:16] return token == expected def handle_write_request(self, lba: int, data: bytes, token: Optional[str] = None) -> Dict: """Evaluates whether to admit the write to NAND.""" start_time = time.time() # 1. Entropy Check entropy = self.evaluate_entropy(data) entropy_status = "PASS" if entropy < 7.8 else "FAIL (Suspected Ransomware/Encryption)" # 2. Metaprobe Structural Audit structure_score = self.metaprobe_audit(data) # 3. GCL Token Validation token_valid = False if self.active_policies["require_gcl_signature"]: if token: token_valid = self.validate_gcl_token(data, token) token_status = "VALID" if token_valid else "INVALID/MISSING" else: token_status = "BYPASSED" token_valid = True # Final Admission Decision admitted = (entropy < 7.9) and token_valid result = { "lba": lba, "size": len(data), "metrics": { "entropy": round(entropy, 4), "structure_score": round(structure_score, 4) }, "status": { "entropy": entropy_status, "token": token_status }, "decision": "ADMITTED" if admitted else "REJECTED (GCL Hardware Gate)", "latency_ms": round((time.time() - start_time) * 1000, 4) } self.admission_log.append(result) return result def simulate_nanokernel(): print("=" * 70) print("SOVEREIGN DISK NANOKERNEL SIMULATOR (CBM2199 Architecture)") print("=" * 70) kernel = GCLAdmissionGate() # Scenario 1: Valid GCL Write (System metadata) print("\n[*] Scenario 1: Lawful System Update...") valid_data = b"GCL_MANIFEST_VERSION_1.0\n" + b"A" * 4000 token = hashlib.sha256(valid_data[:1024] + b"DISK_SECRET_KEY").hexdigest()[:16] res1 = kernel.handle_write_request(0, valid_data, token) print(json.dumps(res1, indent=2)) # Scenario 2: High-Entropy Write (Suspected Ransomware) print("\n[*] Scenario 2: Unlawful High-Entropy Write (Encrypted Data)...") ransomware_payload = np.random.bytes(4096) res2 = kernel.handle_write_request(100, ransomware_payload, "FAKE_TOKEN") print(json.dumps(res2, indent=2)) # Scenario 3: Unauthorized OS Write (No GCL Token) print("\n[*] Scenario 3: Unauthorized Rootkit Write (No Token)...") rootkit_data = b"malicious_code_v1.0" res3 = kernel.handle_write_request(500, rootkit_data, None) print(json.dumps(res3, indent=2)) print("\n" + "=" * 70) print("NANOKERNEL SIMULATION COMPLETE") print("=" * 70) if __name__ == "__main__": simulate_nanokernel()