Xinshu Ma (University of Edinburgh), Michio Honda (University of Edinburgh)

Quantum computers threaten to break the cryptographic foundations of classical TLS, prompting a shift to post-quantum cryptography. However, post-quantum authentication imposes significant performance overheads, particularly for mutual TLS in cloud environments with high handshake rates. We present Looma, a fast post-quantum authentication architecture that splits authentication into a fast, on-path sign/verify operation and slow, off-path pre-computations performed asynchronously, reducing handshake latency without sacrificing security. Integrated into TLS 1.3, Looma lowers PQTLS handshake latency by up to 44% compared to a Dilithium-2–based baseline. Our results demonstrate the practicality of Looma for scaling postquantum secure communications in cloud environments.

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SoK: Understanding the Fundamentals and Implications of Sensor Out-of-band...

Shilin Xiao (Zhejiang University), Wenjun Zhu (Zhejiang University), Yan Jiang (Zhejiang University), Kai Wang (Zhejiang University), Peiwang Wang (Zhejiang University), Chen Yan (Zhejiang University), Xiaoyu Ji (Zhejiang University), Wenyuan Xu (Zhejiang University)

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Building Next-Generation Datasets for Provenance-Based Intrusion Detection

Qizhi Cai (Zhejiang University), Lingzhi Wang (Northwestern University), Yao Zhu (Zhejiang University), Zhipeng Chen (Zhejiang University), Xiangmin Shen (Hofstra University), Zhenyuan Li (Zhejiang University)

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Enhancing Semantic-Aware Binary Diffing with High-Confidence Dynamic Instruction Alignment

Chengfeng Ye (The Hong Kong University of Science and Technology, China), Anshunkang Zhou (The Hong Kong University of Science and Technology, China), Charles Zhang (The Hong Kong University of Science and Technology, China)

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