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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Local LLMs for NL2Bash: A Large-Scale Open-Source Model Evaluation...

Jef Jacobs (DistriNet, KU Leuven), Jorn Lapon (DistriNet, KU Leuven), Vincent Naessens (DistriNet, KU Leuven)

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Les Dissonances: Cross-Tool Harvesting and Polluting in Pool-of-Tools Empowered...

Zichuan Li (University of Illinois Urbana-Champaign), Jian Cui (University of Illinois Urbana-Champaign), Xiaojing Liao (University of Illinois Urbana-Champaign), Luyi Xing (University of Illinois Urbana-Champaign)

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Bangr: Binary Ninja + angr

Kevan Baker, Daniel R. Tauritz, Samuel Mulder (Auburn University)

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