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Zhaoxuan Li

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Book Open access Oct 2026

WiP: Quantum-Assisted Secure ISAC with Encrypted Inference

Integrated sensing and communication (ISAC) reuses a wireless waveform for data delivery and environmental perception, but this coupling exposes communication payloads, sensing semantics, and downstream inference to a common attacker. We present QAS-ISAC, a cross-layer design that combines an entanglement-assisted secu...

Zi-Ming Zhao, Ting-Ting Li, Zhao-Xuan Li et al. · 0 citations
2026

TrafficBASS: A Boundary-Aware Active Learning Framework for Endpoint Advanced Persistent Threat Detection

Advanced Persistent Threats (APTs) pose significant challenges to endpoint intrusion detection systems (IDSs) because their traffic often exhibits long-tail distributions, temporal evolution, boundary ambiguity, and concept drift. Endpoint deployment further suffers from scarce labeled samples and limited computational...

Fa-Qi Zhao, Zhao-Xuan Li, Wen-Hao Li et al. · 0 citations
Preprint Aug 2026

A Drop-in KEM Replacement for Client Signatures in Post-Quantum SSH

This work presents a drop-in KEM-based user-authentication method for SSH that replaces client public-key signatures with a session-bound challenge-response proof, and shows that KEM-based authentication is competitive with compact signature-based authentication under representative network settings, while reducing med...

Hong-Bo Liu, Yufan Su, Jia-Ao Ge et al. · 0 citations
Jul 2026

Decision-Level Hijacking: Injecting Cognitive Bias into Large Language Models via Bit-Flip Attacks

It is revealed that Bit-Flip Attacks (BFAs) can serve as an attack vector for inducing decision-level hijacking, requiring no real-time interaction or control over the training process, and only a minimal number of weight bits need to be flipped after deployment to achieve stealthy, low-cost, and persistent cognitive m...

Yu Yan, Jia-Hao Chen, Si-Qi Lu et al. · 0 citations
#artificial intelligence Preprint Sep 2026

Scratchy: Visual-Scratchpad Multimodal Reasoning for Cryptographic Proof Generation in EasyCrypt

Scratchy is presented, a visual-scratchpad approach that exposes proof-theoretic dependencies for multimodal generation in large language models and suggests that explicit proof structure can make the improvement and multimodal proof-state representation as a promising direction for computer-aided cryptography.

Yu-Peng Ren, Zhao-Xuan Li, Rui Zhang · 0 citations
Open access Jul 2026

Tlcp hardening with formal analysis and post-quantum design

KEMTLCP is proposed, a post-quantum secure variant of TLCP that leverages key encapsulation mechanisms (KEMs) for both key exchange and authentication while preserving TLCP’s architectural principles through a novel explicit authentication mechanism.

Hongbo Liu, Jingnan He, Jia-ao Ge et al. · 0 citations

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