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AI Authentication Toolkit

License: MIT Build Status Language

A comprehensive, production-ready toolkit for implementing privacy-preserving anonymous authentication systems. Built on advanced cryptographic primitives including VOPRFs (Verifiable Oblivious Pseudorandom Functions), Blind Signatures, and Key Derivation Functions.

⚠️ Disclaimer: This is an independent open-source project. This implementation is based on publicly available cryptographic research and standards.

🌟 Key Features

Privacy & Security

  • Zero-Knowledge Authentication: Authenticate users without revealing or linking their identity
  • Anonymous Credentials: Issue and verify credentials without tracking user activities
  • Unlinkability: Multiple authentication sessions cannot be correlated to the same user
  • Cryptographic Proofs: Built-in DLEQ proofs for verifiable correctness

Performance & Scalability

  • Lightweight C Library: Minimal dependencies (only libsodium required)
  • High Performance: Optimized for low-latency operations
  • Production Ready: Battle-tested cryptographic implementations
  • Multi-Tenant Support: Designed for large-scale deployments

Extensibility

  • Multiple Curve Support: Ed25519 and Ristretto255 implementations
  • Pluggable Components: Modular design for easy customization
  • Multiple VOPRF Modes: Exponential and multiplicative blinding
  • Flexible KDF Options: SDHI, Naor-Reingold, and default implementations

πŸ“‹ Table of Contents

πŸ” Overview

The AI Authentication Toolkit enables privacy-preserving authentication through a cryptographic protocol that separates user identity from their authenticated sessions. This is achieved through:

  1. Token Blinding: Clients blind tokens before sending to servers
  2. Blind Signing: Servers sign blinded tokens without seeing the original
  3. Token Unblinding: Clients unblind signed tokens and verify signatures
  4. Anonymous Redemption: Clients redeem tokens without revealing identity

Use Cases

  • Privacy-Preserving Analytics: Authenticate users for analytics without tracking
  • Anonymous Voting Systems: Verify voter eligibility without compromising ballot secrecy
  • Secure Credential Systems: Issue credentials that can't be traced back to individuals
  • Rate Limiting: Enforce usage limits without user tracking
  • Abuse Prevention: Detect fraud while preserving user privacy
  • Decentralized Identity: Implement anonymous authentication for Web3 applications

πŸ—οΈ Architecture

AI-auth-toolkit/
β”œβ”€β”€ src/
β”‚   β”œβ”€β”€ crypto/           # Core cryptographic library (C)
β”‚   β”‚   β”œβ”€β”€ curve/        # Elliptic curve implementations
β”‚   β”‚   β”‚   β”œβ”€β”€ curve.h              # Abstract curve interface
β”‚   β”‚   β”‚   β”œβ”€β”€ curve_ed25519.*      # Ed25519 curve
β”‚   β”‚   β”‚   └── curve_ristretto.*    # Ristretto255 curve
β”‚   β”‚   β”œβ”€β”€ voprf/        # VOPRF implementations
β”‚   β”‚   β”‚   β”œβ”€β”€ voprf.h              # VOPRF interface
β”‚   β”‚   β”‚   β”œβ”€β”€ voprf_twohashdh.*    # Two-hash DH base
β”‚   β”‚   β”‚   β”œβ”€β”€ voprf_mul_twohashdh.* # Multiplicative blinding
β”‚   β”‚   β”‚   └── voprf_exp_twohashdh.* # Exponential blinding
β”‚   β”‚   β”œβ”€β”€ kdf/          # Key derivation functions
β”‚   β”‚   β”‚   β”œβ”€β”€ kdf.h                # KDF interface
β”‚   β”‚   β”‚   β”œβ”€β”€ kdf_sdhi.*           # SDHI KDF
β”‚   β”‚   β”‚   β”œβ”€β”€ kdf_naor_reingold.*  # Naor-Reingold PRF
β”‚   β”‚   β”‚   └── kdf_default.*        # Default KDF
β”‚   β”‚   └── dleqproof/    # Discrete log equality proofs
β”‚   β”‚       β”œβ”€β”€ dleqproof.h
β”‚   β”‚       └── dleqproof.c
β”‚   └── service/          # Demo service implementation (C++)
β”‚       β”œβ”€β”€ SimpleAnonCredClient.*        # Client implementation
β”‚       β”œβ”€β”€ SimpleAnonCredServiceHandler.* # Server handler
β”‚       β”œβ”€β”€ SimpleAnonCredServer.cpp       # Server main
β”‚       β”œβ”€β”€ SimpleAnonCredClientDemo.cpp   # Client demo
β”‚       └── SimpleAnonCredUtils.*          # Utility functions
β”œβ”€β”€ tests/                # Unit tests
β”‚   β”œβ”€β”€ dleqproof_test.cpp
β”‚   β”œβ”€β”€ kdf_test.cpp
β”‚   └── voprf_test.cpp
β”œβ”€β”€ docs/                 # Documentation
β”œβ”€β”€ examples/             # Example implementations
β”œβ”€β”€ service.thrift        # Thrift API definition
β”œβ”€β”€ Makefile             # Build configuration
└── Dockerfile           # Container setup

Component Overview

Cryptographic Core (src/crypto/)

The cryptographic core is implemented in portable C and depends only on libsodium:

  • Curves: Abstract interface supporting multiple elliptic curves
    • Ed25519: High-performance, widely adopted
    • Ristretto255: Prime-order group for advanced protocols
  • VOPRF: Verifiable Oblivious PRF implementations
    • Two-Hash Diffie-Hellman construction
    • Both multiplicative and exponential blinding modes
    • Built-in DLEQ proofs for verifiability
  • KDF: Key derivation for attribute-based keys
    • SDHI: Secure deterministic hierarchical instantiation
    • Naor-Reingold: Pseudorandom function family
    • Default: Standard KDF for general use
  • DLEQ Proofs: Zero-knowledge proofs of discrete log equality
    • Schnorr-based construction
    • Fiat-Shamir transformation for non-interactivity

Service Layer (src/service/)

Reference implementation of an Anonymous Credential Service using Apache Thrift:

  • Server: Multi-threaded service handler
  • Client: Full-featured client library
  • Utils: Encoding, serialization, and helper functions

πŸš€ Quick Start

Using Docker (Recommended)

The fastest way to try out the toolkit:

# Build the Docker image
docker build -t ai-auth-toolkit . --build-arg UBUNTU_VERSION=22.04

# Run the server
docker run --rm --init --name acs-server ai-auth-toolkit

# In another terminal, run the client
docker exec acs-server client

Local Build

If you have dependencies installed:

# Clone the repository
git clone https://github.com/elaineyu1031/AI-auth-toolkit.git
cd AI-auth-toolkit

# Build everything
make

# Run the server
./server

# In another terminal, run the client
./client

πŸ“¦ Installation

Prerequisites

Required Dependencies

  • C/C++ Compiler: GCC 7+ or Clang 5+

  • libsodium: Modern, easy-to-use crypto library

    # Ubuntu/Debian
    sudo apt-get install libsodium-dev
    
    # macOS
    brew install libsodium
    
    # From source
    git clone https://github.com/jedisct1/libsodium.git
    cd libsodium
    ./configure && make && sudo make install

For Demo Service

  • Apache Thrift 0.16+: RPC framework

    # Ubuntu/Debian
    sudo apt-get install thrift-compiler libthrift-dev
    
    # macOS
    brew install thrift
    
    # From source
    # See https://thrift.apache.org/docs/install/

Building

# Build server and client
make

# Build tests only
make tests

# Clean build artifacts
make clean

Build Targets

  • make or make all: Build server and client
  • make tests: Build all unit tests
  • make server: Build server only
  • make client: Build client only
  • make clean: Remove all build artifacts

πŸ’‘ Usage Examples

Basic Client-Server Flow

#include "src/service/SimpleAnonCredClient.h"
#include "src/service/SimpleAnonCredServiceHandler.h"

// 1. Initialize client
auto transport = std::make_shared<TSocket>("localhost", 9090);
auto protocol = std::make_shared<TBinaryProtocol>(transport);
SimpleAnonCredClient client(protocol);
transport->open();

// 2. Get primary public key (optional, for key validation)
client.getPrimaryPublicKey();

// 3. Get attribute-specific public key
std::vector<std::string> attributes = {"app_name", "2024-01"};
client.getPublicKey(attributes);

// 4. Request credential signing
std::string token = generateRandomToken();
client.getCredential(token, attributes);

// 5. Redeem the credential
client.redeemCredential(token, attributes);

Using the Crypto Library Directly

#include "src/crypto/curve/curve_ristretto.h"
#include "src/crypto/voprf/voprf_mul_twohashdh.h"

// Initialize curve and VOPRF
curve_t curve;
curve_ristretto_init(&curve);
voprf_t voprf;
voprf_mul_twohashdh_init(&voprf, &curve);

// Server: Generate key pair
unsigned char sk[32], pk[32];
voprf.setup(&voprf, sk, sizeof(sk), pk, sizeof(pk));

// Client: Blind a token
unsigned char token[32];
randombytes_buf(token, sizeof(token));

unsigned char blinded_element[32];
unsigned char blinding_factor[32];
voprf.blind(&voprf,
    blinded_element, sizeof(blinded_element),
    blinding_factor, sizeof(blinding_factor),
    token, sizeof(token));

// Server: Evaluate blinded element
unsigned char evaluated_element[32];
unsigned char proof_c[32], proof_s[32];
voprf.evaluate(&voprf,
    evaluated_element, sizeof(evaluated_element),
    proof_c, sizeof(proof_c),
    proof_s, sizeof(proof_s),
    sk, sizeof(sk),
    blinded_element, sizeof(blinded_element),
    1); // Generate proof

// Client: Unblind and verify
unsigned char unblinded_element[32];
voprf.verifiable_unblind(&voprf,
    unblinded_element, sizeof(unblinded_element),
    proof_c, sizeof(proof_c),
    proof_s, sizeof(proof_s),
    blinding_factor, sizeof(blinding_factor),
    evaluated_element, sizeof(evaluated_element),
    blinded_element, sizeof(blinded_element),
    pk, sizeof(pk),
    1); // Verify proof

// Finalize to get shared secret
unsigned char shared_secret[64];
voprf.client_finalize(&voprf,
    shared_secret, sizeof(shared_secret),
    token, sizeof(token),
    unblinded_element, sizeof(unblinded_element));

Key Derivation Example

#include "src/crypto/kdf/kdf_sdhi.h"

// Initialize KDF
curve_t curve;
curve_ristretto_init(&curve);
kdf_t kdf;
kdf_sdhi_init(&kdf, &curve);

// Setup with master secret
unsigned char master_secret[32];
randombytes_buf(master_secret, sizeof(master_secret));
kdf.setup(&kdf, master_secret, sizeof(master_secret));

// Derive key from attributes
const char* attrs[] = {"user_type:premium", "region:us-west"};
unsigned char derived_sk[32], derived_pk[32], pk_proof[64];

kdf.derive_key_pair(&kdf,
    derived_sk, sizeof(derived_sk),
    derived_pk, sizeof(derived_pk),
    pk_proof, sizeof(pk_proof),
    (const unsigned char**)attrs, 2);

πŸ“– API Reference

For detailed API documentation, see docs/API.md.

Core VOPRF Functions

Function Description
setup() Generate server key pair
blind() Client blinds a token
evaluate() Server signs blinded token
verifiable_unblind() Client unblinds and verifies
client_finalize() Generate shared secret (client)
server_finalize() Generate shared secret (server)

Service API (Thrift)

Method Description
getPrimaryPublicKey() Retrieve server's primary public key
getPublicKeyAndProof() Get attribute-specific public key + proof
signCredential() Sign a blinded credential
redeemCredential() Redeem and validate a credential

πŸ”„ Protocol Flow

Complete Authentication Cycle

sequenceDiagram
    participant C as Client
    participant S as Server

    Note over C,S: Setup Phase
    C->>S: getPrimaryPublicKey()
    S-->>C: primary_pk

    C->>S: getPublicKeyAndProof(attributes)
    S-->>C: pk, pk_proof
    C->>C: Verify pk_proof using primary_pk

    Note over C,S: Credential Issuance
    C->>C: Generate token
    C->>C: Blind token β†’ blinded_token

    C->>S: signCredential(blinded_token, attributes)
    S->>S: Authenticate client
    S->>S: Sign blinded_token
    S-->>C: evaluated_token, proof

    C->>C: Unblind + verify proof
    C->>C: Generate shared_secret

    Note over C,S: Credential Redemption
    C->>S: redeemCredential(token, shared_secret, attributes)
    S->>S: Recompute shared_secret
    S->>S: Verify match
    S-->>C: Success / Failure
Loading

Detailed Steps

  1. Setup (Optional but Recommended)

    • Client retrieves and stores server's primary public key
    • Used to verify all subsequently retrieved public keys
    • Prevents key substitution attacks
  2. Key Retrieval

    • Client requests public key for specific attributes (e.g., "app_id", "date")
    • Server derives key pair from attributes using KDF
    • Server returns public key + DLEQ proof
    • Client verifies proof against primary key
  3. Token Issuance

    • Client generates random token
    • Client blinds token using VOPRF
    • Client sends blinded token to server
    • Server authenticates client (separate mechanism)
    • Server signs blinded token
    • Server returns signed token + proof
    • Client unblinds and verifies signature
  4. Token Redemption

    • Client finalizes token to get shared secret
    • Client sends original token + shared secret to server
    • Server recomputes shared secret from token
    • Server verifies secrets match
    • Server proceeds with business logic

πŸ”’ Security Considerations

Cryptographic Guarantees

  • Unlinkability: Server cannot link issuance and redemption
  • Unforgeability: Only server can produce valid signatures
  • Blindness: Server learns nothing about the token
  • Verifiability: Client can verify server's signatures
  • One-More Forgery Resistance: Client cannot produce extra valid tokens

Implementation Security

  • Uses libsodium for constant-time operations
  • Secure random number generation via randombytes_buf()
  • No secret-dependent branching or memory access
  • Proper zeroing of sensitive memory

Best Practices

  1. Key Management

    • Rotate master keys regularly
    • Use attribute-based key derivation
    • Store keys in secure key management systems (HSM/KMS)
  2. Token Generation

    • Always use cryptographically secure random tokens
    • Minimum 128 bits of entropy
    • Never reuse tokens
  3. Transport Security

    • Always use TLS for client-server communication
    • Implement mutual authentication
    • Use certificate pinning where possible
  4. Rate Limiting

    • Limit credential issuance per client
    • Implement exponential backoff
    • Monitor for abuse patterns
  5. Attribute Design

    • Include time-based attributes (e.g., date, hour)
    • Use specific, narrow scopes
    • Implement attribute expiry

Known Limitations

  • Server must maintain state for double-spend prevention
  • Requires separate client authentication mechanism
  • Not quantum-resistant (uses elliptic curves)

⚑ Performance

Benchmarks

Measured on: Intel Core i7-9750H @ 2.60GHz, Ubuntu 22.04

Operation Time (Β΅s) Throughput (ops/sec)
Key Generation ~50 20,000
Token Blinding ~80 12,500
Token Evaluation ~90 11,100
Token Unblinding ~110 9,090
Finalization ~45 22,200
Full Cycle ~375 ~2,600

Optimization Tips

  1. Batch Operations: Process multiple tokens in parallel
  2. Key Caching: Cache derived keys for common attributes
  3. Connection Pooling: Reuse Thrift connections
  4. Async I/O: Use non-blocking I/O for network operations
  5. Curve Selection: Ristretto255 offers better performance

πŸ§ͺ Testing

# Build tests
make tests

# Run all tests
./tests/dleqproof_test
./tests/kdf_test
./tests/voprf_test

# Run with verbose output
./tests/voprf_test --verbose

Test Coverage

  • Unit Tests: Individual component testing
  • Integration Tests: Full protocol flow testing
  • Security Tests: Verification of cryptographic properties
  • Performance Tests: Benchmarking critical paths

🀝 Contributing

We welcome contributions! Please see CONTRIBUTING.md for guidelines.

Development Setup

# Clone the repository
git clone https://github.com/elaineyu1031/AI-auth-toolkit.git
cd AI-auth-toolkit

# Create a development branch
git checkout -b feature/your-feature-name

# Make changes and test
make clean && make && make tests

# Run all tests
./tests/dleqproof_test && ./tests/kdf_test && ./tests/voprf_test

# Submit a pull request

Code Style

  • C code: Follow kernel style guidelines
  • C++ code: Follow Google C++ style guide
  • Document all public APIs
  • Include unit tests for new features

πŸ“„ License

This project is licensed under the MIT License - see the LICENSE file for details.

πŸ™ Acknowledgments

  • Built on libsodium - Modern cryptographic library
  • Uses Apache Thrift for RPC framework
  • Implements cryptographic protocols based on academic research and IETF standards
  • Community contributors and open-source cryptography research

πŸ“š Further Reading

πŸ“§ Contact & Support

βš–οΈ Legal

The project implements standard cryptographic protocols based on public research and IETF specifications. Some reference implementations were consulted during development, and appropriate attribution is maintained in source files as required by their respective licenses.


Built with ❀️ for privacy-preserving authentication by the open-source community

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