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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Does Representation Matter? Evaluating IRs for LLM-based Binary Decompilation

Tomás Pelayo-Benedet (Universidad de Zaragoza), Kevin Borgolte (Ruhr University Bochum), Ricardo J. Rodríguez (Universidad de Zaragoza)

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An LLM-Driven Fuzzing Framework for Detecting Logic Instruction Bugs...

Jiaxing Cheng (Institute of Information Engineering, CAS; SCS, UCAS Beijing, China), Ming Zhou (SCS, Nanjing University of Science and Technology Nanjing, Jiangsu, China), Haining Wang (ECE Virginia Tech Arlington, VA, USA), Xin Chen (Institute of Information Engineering, CAS; SCS, UCAS Beijing, China), Yuncheng Wang (Institute of Information Engineering CAS; SCS, UCAS Beijing, China), Yibo Qu…

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NVLift: Lifting NVIDIA GPU Assembly to LLVM IR for...

Junpeng Wan, Louis Zheng-Hua Tan, Dave (Jing) Tian (Purdue University)

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