The advancement of quantum computing creates a big threat to classical cryptographic protocols, including TLS, which is responsible for secure internet communications. While recent industry and academic efforts have focused on integrating lattice-based post-quantum key encapsulation mechanisms (KEMs) such as Kyber+X25519 into hybrid TLS handshakes, these approaches often prioritize performance at the cost of cryptanalytic diversity. Code-based KEMs, despite their proven security measure they remain underexplored in hybrid frameworks due to some limitations like large key sizes and integration complexity. This paper proposes a novel hybrid TLS framework that explicitly incorporates code-based post-quantum cryptography—specifically McEliece—alongside classical key exchange mechanisms. The framework introduces a dual-handshake mechanism, adaptive parameter selection, and seamless fallback negotiation, enabling flexible deployment across heterogeneous networks while ensuring backward compatibility. Integration with Quantum Random Number Generators (QRNGs) and multifactor authentication further increases entropy quality and session security. We implemented and evaluated the framework using an OpenSSL-OQS integration. We measure handshake latency, CPU utilization, memory usage, and throughput across emulated and real-world testbeds. Results show that the proposed hybrid approach achieves up to 30% lower latency and significantly reduced resource overhead compared to pure post-quantum TLS variants, while maintaining near-classical efficiency levels. Mathematical modeling formalizes these trade-offs which offers a foundation for optimizing deployment in both resource-constrained IoT devices and high-performance servers. By advancing cryptographic diversity and aligning with emerging NIST and IETF standardization efforts, the proposed framework provides a practical pathway toward quantum-resilient secure communication.It shows that code-based post-quantum cryptography can be added to current TLS systems without any problems, keeping security, performance, and compatibility in mind as we get ready for the quantum age.
Zafar et al. (Sun,) studied this question.