sovereign-shield 1.0.0

AI security framework: prompt injection firewall, tamper-proof integrity verification, ethical guardrails, and DDoS protection.

Sovereign Shield

A standalone AI security framework extracted from the KAIROS Autonomous Intelligence System.

Sovereign Shield provides a comprehensive, layered defense system for AI applications, APIs, and autonomous agents. Every component is tamper-proof, hash-verified, and designed to be impossible to bypass at runtime.

Everything happens before the LLM executes anything. Zero dependencies, zero latency, deterministic. Same input = same decision 100% of the time.

---

Architecture

┌─────────────────────────────────────────────────────────┐
│                    SOVEREIGN SHIELD                      │
├─────────────┬──────────────┬─────────────┬──────────────┤
│  Firewall   │ InputFilter  │ Conscience  │  CoreSafety  │
│  (Layer 1)  │  (Layer 2)   │  (Layer 3)  │  (Layer 4)   │
│             │              │             │              │
│ • Identity  │ • Unicode    │ • Deception │ • Hash Seal  │
│   Whitelist │   Normalize  │   Detection │ • Integrity  │
│ • Rate      │ • Injection  │ • Harm      │   Verify     │
│   Limiting  │   Blocking   │   Patterns  │ • Action     │
│ • DDoS      │ • Gibberish  │ • IP Leak   │   Auditing   │
│   Protection│   Detection  │   Detection │ • Killswitch │
│ • Persisted │ • LLM Token  │ • Evasion   │ • Write/Read │
│   Ledger    │   Blocking   │   Detection │   Whitelists │
│             │ • AI Subtext │ • Self-     │ • Malware    │
│             │   Analysis   │   Preserve  │   Syntax     │
│             │   (optional) │             │ • Budget     │
│             │              │             │ • Rate Limit │
└─────────────┴──────────────┴─────────────┴──────────────┘

---

Components

1. CoreSafety — The Immutable Constitution

The foundation. Uses a FrozenNamespace metaclass that makes all security laws physically immutable in Python's memory — they cannot be overwritten, even by the application itself.

Key Features:

• SHA-256 Hash Seal: On first boot, hashes its own source file and writes it to a lockfile. Every subsequent boot verifies the file hasn't been tampered with. Mismatch = instant kill.
• Action Auditor: Every action passes through audit_action() which checks: admin privileges, file whitelists, domain restrictions, self-modification ban, code exfiltration patterns, malware syntax, and rate limits.
• Hallucination Shield: Detects when an AI claims to be "analyzing" or "processing" in a text response without actually using a tool.
• Budget Limiter: Thread-safe daily action counter to prevent runaway API costs.
• Killswitch: A single file that instantly terminates the process.

2. Conscience — The Moral Compass

Evaluates every action against ethical directives using pre-compiled regex patterns.

Key Features:

• Deception Detection: Catches 22+ manipulation verbs (lie, fake, trick, roleplay, gaslight, etc.)
• Harm Reduction: Blocks actions containing 24+ harm keywords
• IP Protection: Detects attempts to extract source code, system prompts, or architecture details
• Fake Tool Injection: Catches syntactically valid but unauthorized tool calls
• Self-Preservation: Refuses self-termination or deletion of critical files
• Hash-Sealed: Same lockfile integrity verification as CoreSafety

3. InputFilter — The Sensory Cortex

Sanitizes all input before it reaches any processing logic.

Key Features:

• Unicode Normalization: NFKC normalization defeats homoglyph attacks (Cyrillic 'а' → Latin 'a')
• ANSI Stripping: Removes terminal escape codes that could manipulate display
• Gibberish Detection: Entropy analysis catches Base64/hex-encoded payloads
• Escape Injection: Blocks raw \u0057 and \x57 unicode/hex literals
• LLM Token Blocking: Catches ChatML (<|im_start|>), LLaMA ([INST]), and system tokens
• Keyword Injection: 20+ jailbreak keywords (ignore previous, sudo, DAN mode, etc.)
• Optional AI Scan: Pluggable AI analyzer for deep intent analysis

4. Firewall — The Identity Gateway

Controls who can access the system and how fast.

Key Features:

• User Whitelist: Only specified user IDs can interact
• Sliding Window Rate Limiter: Configurable messages-per-window
• Auto-Blocking: Violators are blocked for a configurable duration
• Disk Persistence: Block ledger survives process restarts
• Thread-Safe: All operations use locks

---

Quick Start

from sovereign_shield import CoreSafety, Conscience, InputFilter, Firewall

# 1. Initialize the hash seals (do this ONCE at startup)
CoreSafety.initialize_seal(data_dir="./security_data")
Conscience.initialize(data_dir="./security_data")

# 2. Create your firewall
fw = Firewall(
    allowed_users=[12345, 67890],  # Only these user IDs can interact
    rate_limit=10,                  # 10 messages per 60s window
    window=60,
    block_duration=300,             # 5min block for violators
    ledger_path="./security_data/ddos_ledger.json"
)

# 3. Create the input filter
input_filter = InputFilter(
    safe_keywords=["internal_command"],  # These bypass the filter
)

# 4. Process a request
def handle_request(user_id, user_input):
    # Layer 1: Identity + Rate Limit
    allowed, reason = fw.check(user_id)
    if not allowed:
        return f"BLOCKED: {reason}"
    
    # Layer 2: Input Sanitization
    is_safe, cleaned = input_filter.process(user_input)
    if not is_safe:
        return f"REJECTED: {cleaned}"
    
    # Layer 3: Ethical Check
    approved, ethics_reason = Conscience.evaluate_action("RESPOND", cleaned)
    if not approved:
        return f"ETHICS BLOCK: {ethics_reason}"
    
    # Layer 4: Action Audit
    authorized, audit_reason = CoreSafety.audit_action("ANSWER", cleaned)
    if not authorized:
        return f"SAFETY BLOCK: {audit_reason}"
    
    # All clear — process the request
    return process_safely(cleaned)

---

Security Properties

Property	Mechanism
Tamper-Proof	SHA-256 hash seal with lockfile. Process kills itself on mismatch.
Immutable Laws	FrozenNamespace metaclass physically prevents attribute modification.
Defense in Depth	4 independent layers — compromising one doesn't bypass others.
Fail-Closed	On verification failure, the system shuts down rather than running unprotected.
Thread-Safe	All shared state protected by locks.
Persistent	Block ledgers and usage counters survive restarts.
Admin Detection	Refuses to run as root/admin (least privilege enforcement).
Anti-Exfiltration	Blocks attempts to read source code, configs, or environment variables.

---

File Structure

SovereignShield/
├── README.md               ← You are here
├── LICENSE                  ← BSL 1.1
├── pyproject.toml           ← Package config
├── test_shield.py           ← 38 test cases
└── sovereign_shield/
    ├── __init__.py          ← Public API (imports all components)
    ├── core.py              ← CoreSafety + FrozenNamespace
    ├── conscience.py        ← Ethical evaluation engine
    ├── input_filter.py      ← Input sanitization
    └── firewall.py          ← Identity + rate limiting

---

Tests

python -m unittest test_shield -v

38 test cases covering FrozenNamespace immutability, InputFilter, Firewall, Conscience, and CoreSafety.

---

License

Business Source License 1.1 — Free for non-production use (personal projects, research, testing, evaluation). Commercial license required for production use. Converts to Apache 2.0 ten years from each release.

---

Origin

Extracted from the KAIROS Autonomous Intelligence System — a sovereign AI entity with 24/7 autonomous operation. These security components protect KAIROS from prompt injection, jailbreaking, self-modification, data exfiltration, and all known AI manipulation techniques.

Patent Pending — Truth Adapter Validation System

---

Built by Mattijs Moens