Lite Paper: Quant Layer AI
  • Introduction
  • Background
    • Quantum Computing and Cryptographic Vulnerabilities
    • Lattice-Based Cryptography
    • Vulnerabilities in Current Wallet Solutions
  • A 5-Step Framework for Quantum Resistance
    • Step 1: Identify the Threat
    • Step 2: Assess the Risk
    • Step 3: Select Quantum-Resistant Algorithms
    • Step 4: Design Quantum-Resistant Protocols
    • Step 5: Consider Quantum-Resistant Hardware
  • Layer 2 Protocol Implementation for Enhanced Encryption
  • Local Storage Encryption with Sphincs+
  • AI Agent Integration for Enhanced Security and Usability
  • Implementation on Ethereum
  • References
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  1. Background

Lattice-Based Cryptography

Lattice-based cryptography is one of the most promising candidates for post-quantum cryptography. It relies on problems like the Shortest Vector Problem (SVP), Learning With Errors (LWE), and Ring Learning With Errors (RLWE), which remain computationally infeasible for quantum computers due to their structure. This inherent resistance stems from quantum computers’ limitations in exploiting the superposition principle for misaligned quantum states.

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