13 Mar 2026
XJTLU’s post-quantum cryptography lab cracks Kyber challenge
Researchers from Xi’an Jiaotong-Liverpool University have set a new global milestone in post-quantum cryptography (PQC) by cracking Kyber-256-k1, the highest known challenge.

This breakthrough in lattice-based cryptanalysis, which provides crucial empirical data for verifying the security margins of PQC standards, was recorded in March at the 2026 Real-World PQC Workshop.
It is the latest in a string of achievements for XJTLU’s Post-Quantum Migration Interdisciplinary Laboratory, led by Professor Jintai Ding, which earlier solved the Shortest Vector Problem in dimensions 200 and 210 and the Kyber-208 challenge.
“Only by mastering the art of the attack can we build a stronger defence,” says Professor Ding, whose team specialises in subjecting existing mathematical perimeters to high-intensity stress tests to validate their reliability.

Rapid advancements in quantum computing pose a major threat to traditional public-key cryptographic systems. Today, malicious actors are intercepting and storing sensitive data encrypted with existing algorithms to decrypt later once large-scale quantum computers become available.
To mitigate this, numerous countries have initiated PQC migration strategies, such as lattice-based cryptography, favoured for its efficiency and robust security. In the United States, the Kyber algorithm has been standardised by the National Institute of Standards and Technology as ML-KEM (FIPS 203), establishing it as the core defence against future quantum computing capabilities.
Defensive line
To crack Kyber-256-k1, rather than using massive supercomputing clusters, the XJTLU team deployed a system comprising 16 standard commercial consumer-grade GPUs, with a total computational workload equivalent to just 15 months of full-load operation on a single graphics card.
Faced with complex cryptographic structures, the researchers reconstructed the mathematical transformation architecture, introduced novel hardware acceleration technologies that exponentially boosted computing efficiency, and refined the final computational workflow.
After trial and error across alternative pathways and rigorous data iteration, the team succeeded in a controlled experimental environment, proving that sufficient algorithm optimisation can lower the theoretically assumed computing power threshold.

Rui Liu, Deputy Director of the XJTLU lab, explained that probing the true security baselines of algorithms is essential to building a “quantum defensive line”.
“Only by clarifying the protective capabilities of cutting-edge algorithms can we safely advance the comprehensive migration and upgrade of existing digital defences to a post-quantum cryptographic system,” he says. “The goal is to ensure the long-term security of digital information and empower the sustained development of the digital economy.”
By Qinru Liu
Edited by Patricia Pieterse
13 Mar 2026
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