A Scenario-Based Evaluation of CRQC+AI Vulnerability Spectrum for TLS 1.3 Cryptographic Dependencies

arXiv:2608.23785 · cs.CR · Submitted 2026-08-24 · Read on arXiv

cs.CR

Submitted: 2026-08-24

Updated: 2026-09-07

Terminology

• Post-Quantum Cryptography — 16× in this paper
• Calibration — 11× in this paper · explained in 7 episodes
• Core — 7× in this paper · explained in 2 episodes
• Entanglement — 6× in this paper · explained in 4 episodes
• Provenance — 5× in this paper · explained in 4 episodes
• Variational Quantum Eigensolver — 5× in this paper
• Fidelity — 4× in this paper · explained in 2 episodes
• Learning with Errors — 4× in this paper
• Quantum Circuits — 4× in this paper · explained in 2 episodes
• Distillation — 3× in this paper · explained in 2 episodes
• Feature Selection — 3× in this paper · explained in 4 episodes
• Reinforcement Learning — 3× in this paper · explained in 4 episodes
• Accuracy — 2× in this paper · explained in 1 episode
• Benchmark — 2× in this paper · explained in 2 episodes
• Clustering — 2× in this paper · explained in 2 episodes
• Consistency — 2× in this paper · explained in 3 episodes
• Deep Reinforcement Learning — 2× in this paper · explained in 2 episodes
• National Institute of Standards and Technology — 2× in this paper
• Sparsity — 2× in this paper · explained in 4 episodes
• Spectral Gap — 2× in this paper · explained in 5 episodes
• Trace — 2× in this paper · explained in 2 episodes
• alpha — 2× in this paper · explained in 1 episode
• Abstraction — 1× in this paper · explained in 1 episode
• Actor — 1× in this paper · explained in 3 episodes
• Adiabatic Evolution — 1× in this paper · explained in 2 episodes
• Advanced Encryption Standard — 1× in this paper
• Alignment — 1× in this paper · explained in 1 episode
• Arbitrary Superpositions — 1× in this paper · explained in 1 episode
• Cryptanalysis of Polynomial Learning with Errors — 1× in this paper
• Cybersecurity and Infrastructure Security Agency — 1× in this paper
• Embeddings — 1× in this paper · explained in 2 episodes
• Generalization — 1× in this paper · explained in 13 episodes
• Generative Model — 1× in this paper · explained in 2 episodes
• Generative Models — 1× in this paper · explained in 2 episodes
• Many Internet of Things — 1× in this paper
• Monte Carlo Analysis — 1× in this paper · explained in 2 episodes
• NIST and the National Security Agency — 1× in this paper
• Noisy Intermediate-Scale Quantum — 1× in this paper
• Objective Function — 1× in this paper · explained in 2 episodes
• Quantum Fourier Transform — 1× in this paper
• Quantum-enhanced Artificial Intelligence — 1× in this paper
• Regularization — 1× in this paper · explained in 3 episodes
• Unitary Dynamics — 1× in this paper · explained in 2 episodes
• Variational Quantum Eigensolver (VQE) — 1× in this paper · explained in 5 episodes

Sources

• Quantum Mechanics helps in searching for a needle in a haystack
• Polynomial-Time Algorithms for Prime Factorization and Discrete Logarithms on a Quantum Computer
• On Lattices, Learning with Errors, Random Linear Codes, and Cryptography
• Quantum algorithm for linear non-unitary dynamics with near-optimal dependence on all parameters
• Shor's algorithm is possible with as few as 10,000 reconfigurable atomic qubits
• Securing Elliptic Curve Cryptocurrencies against Quantum Vulnerabilities: Resource Estimates and Mitigations
• Quantum Computation by Adiabatic Evolution
• Quantum Annealing Implementation of Job-Shop Scheduling
• Application of Quantum Annealing to Training of Deep Neural Networks
• Breaking RSA Security With A Low Noise D-Wave 2000Q Quantum Annealer: Computational Times, Limitations And Prospects
• Algorithmic progress in language models
• Are Enterprises Ready for Quantum-Safe Cybersecurity?
• How to factor 2048 bit RSA integers in 8 hours using 20 million noisy qubits
• How to factor 2048 bit RSA integers with less than a million noisy qubits
• AlphaGo Moment for Model Architecture Discovery
• Qudits and high-dimensional quantum computing
• Artificial Intelligence for Quantum Error Correction: A Comprehensive Review
• Roadmap to fault tolerant quantum computation using topological qubit arrays
• Meta-Designing Quantum Experiments with Language Models
• Discovering emergent connections in quantum physics research via dynamic word embeddings

Related papers

• SoK: AI-Augmented Binary Reversing
• Relaxed Sender Anonymity for CBDC Interbank Settlement: A Zero-Knowledge Approach on Permissioned EVM
• Calibration-Family Overfit: Why Trusted Sabotage Monitors Don't Transfer Across Lineages
• Efficient Fuzzy PSI under One-Sided Assumptions
• Sealing the Audit-Runtime Gap for LLM Skills
• Token Composition: A Graph Based on EVM Logs