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1. SecPE SecPE Public

   Code for paper: "SecPE: Secure Prompt Ensembling for Private and Robust Large Language Models", ECAI 2024.

   C++ 4

2. boyiwei/alignment-attribution-code boyiwei/alignment-attribution-code Public

   [ICML 2024] Assessing the Brittleness of Safety Alignment via Pruning and Low-Rank Modifications

   Python 85 19

3. zju-abclab/NEXUS zju-abclab/NEXUS Public

   Non-interactive protocol for secure transformer inference based on RNS-CKKS.

   C++ 119 16

4. QuadA QuadA Public

   Code for paper: "Activation Approximations Can Incur Safety Vulnerabilities in Aligned LLMs: Comprehensive Analysis and Defense", USENIX Security 2025.

   Python 5