East Texas A&M’s quantum-proof Bitcoin Lightning passes all 12 node tests

Quantum computers still can’t crack Bitcoin’s encryption, but a research team at East Texas A&M University isn’t waiting to find out what happens the day they can. On September 12, 2026, researchers from the university’s RELLIS Campus published PQLN, short for Post-Quantum Lightning Network, marking one of the first concrete attempts to build a quantum-proof Bitcoin Lightning upgrade for the network that handles millions of off-chain payments every day.

Key takeaways

• East Texas A&M University published PQLN on September 12, 2026, adding quantum-resistant cryptography to Bitcoin’s Lightning Network.
• PQLN layers lattice-based algorithms ML-DSA and ML-KEM on top of existing secp256k1 cryptography without replacing it.
• The full codebase, nearly 11,000 lines added to a fork of rust-lightning, is live on GitHub for public review.
• Upgraded nodes stayed interoperable with legacy nodes across all 12 mixed-node test scenarios, with zero stuck payments.
• PQLN does not protect on-chain Bitcoin funds, since changing the base layer’s cryptography would require network-wide consensus.

East Texas A&M University launches PQLN to quantum-proof Bitcoin’s Lightning Network

PQLN is the first working implementation to attach quantum-resistant cryptography to Bitcoin‘s primary layer-2 scaling network. The Lightning Network lets Bitcoin users send payments back and forth off-chain, avoiding the wait for every transaction to settle on the base blockchain. Yet this speed depends on the very same elliptic curve cryptography — namely secp256k1 — that underpins Bitcoin’s own security. Should a powerful enough quantum machine eventually crack that mathematics, the base chain and the Lightning layer sitting atop it would both become vulnerable simultaneously.

Quantum resistance with lattice-based cryptography

Rather than tearing out Lightning’s existing security, PQLN layers new tools on top of it. The system relies on two lattice-based algorithms: ML-DSA for digital signatures and ML-KEM for key exchange. Both come from the family of post-quantum algorithms the National Institute of Standards and Technology has been standardizing for exactly this kind of scenario. Co-author Ahmet Kurt and his colleagues built PQLN so that nodes running the upgrade can still talk to nodes that haven’t adopted it, a detail that matters a lot for a network with no single operator to force a synchronized switch.

Codebase availability and open-source release

This whole project has been built openly. Already published on GitHub is the complete codebase — roughly 11,000 lines added to a fork of rust-lightning — along with an adapted sample node. That openness lowers the barrier for other Lightning implementations to study the approach, test it against their own setups, and eventually decide whether to build on it.

PQLN enhances security for critical Lightning Network functions with minimal performance impact

The upgrade doesn’t just wrap Lightning in new math for the sake of it — it targets the specific pieces of the network most exposed to a future quantum attack, while keeping the performance cost close to negligible for everyday use.

Secured Lightning operations

PQLN covers five critical areas of Lightning operations through the BOLT specification framework: gossip, which is how nodes share network information; peer transport; invoices; payment onions, the layer responsible for routing privacy; and offers. Locking down these functions means the parts of Lightning that coordinate payments and protect user privacy get quantum-resistant protection, even before any changes reach Bitcoin’s base chain.

Interoperability with legacy nodes and testing outcomes

Because Lightning is a decentralized network with no central switch to flip, PQLN had to prove it could coexist with nodes that haven’t upgraded. Across all 12 potential combinations of mixed nodes, the team tested interoperability by pairing upgraded and legacy nodes in every possible way. Not a single configuration produced a stuck payment, offering an encouraging early sign that phasing in the rollout wouldn’t split the network.

Performance and bandwidth overhead

PQLN’s benchmarks suggest the extra security doesn’t come with a heavy price for individual transactions. The added cryptographic operations clock in at 0.33 milliseconds or less per operation, a delay unlikely to be noticed by anyone sending or receiving a payment. Bandwidth tells a more complicated story. Gossip downloads balloon by roughly 10x under PQLN’s default ML-DSA settings, since larger post-quantum signatures need more data to move across the network. The researchers also tested an alternative signature scheme called Falcon, which compresses that overhead down to about 4x — still a meaningful increase, but far more manageable for nodes with limited bandwidth.

Limitations of PQLN and implications for Bitcoin’s base layer security

PQLN secures the communication and routing layers of Lightning, but it stops there. It does not protect actual channel funds or any on-chain Bitcoin elements. That’s not an oversight — it reflects how Bitcoin’s architecture actually works. Altering the cryptographic approach at the base layer would necessitate a consensus upgrade — meaning miners and node operators across the whole network would first need to reach agreement on new rules before Bitcoin’s core signature scheme could be shifted toward quantum resistance.

This distinction matters for anyone trying to gauge how exposed Bitcoin really is to a future quantum threat. A quantum-proof Bitcoin Lightning layer can harden the messaging and routing that keeps payments flowing, but the coins themselves remain secured by the same base-layer cryptography until the wider network decides to change it. In practice, PQLN demonstrates what’s technically possible at the layer-2 level while leaving the harder, slower question of base-layer consensus untouched.

Community engagement and prospects for adoption

Word spread fast once the paper landed. Discussions about PQLN surfaced on Delving Bitcoin and BitcoinTalk within days of the publication, a sign that developers were already picking through the design and testing claims. The open-source release, paired with a functioning sample node, gives other Lightning implementations a concrete starting point rather than a theoretical proposal.

Whether PQLN becomes the blueprint other Lightning developers adopt, or simply a proof of concept that pushes the wider conversation forward, will depend on how the broader network weighs the tradeoff between quantum resistance and added bandwidth. For now, it stands as the clearest evidence yet that post-quantum cryptography for Bitcoin’s Lightning Network has moved from theory into working code.

FAQ

What is PQLN and who developed it?

PQLN, or Post-Quantum Lightning Network, is a quantum-resistant cryptography implementation for Bitcoin’s Lightning Network developed by researchers at East Texas A&M University.

Which Lightning Network functions does PQLN secure?

PQLN secures five critical Lightning Network areas: gossip, peer transport, invoices, payment onions, and offers.

Does PQLN protect on-chain Bitcoin funds?

No, PQLN does not protect actual channel funds or on-chain Bitcoin elements, as this would require a consensus upgrade on Bitcoin’s base layer.

How does PQLN impact network performance?

PQLN adds a cryptographic operation overhead of about 0.33 milliseconds per operation and may increase gossip bandwidth usage by roughly 10 times with ML-DSA, or about 4 times using the Falcon signature scheme.

Article produced with the assistance of artificial intelligence and reviewed by the editorial team.