ENSI: Efficient Non-Interactive Secure Inference for Large Language Models
Authors: Zhiyu He, Maojiang Wang, Xinwen Gao, Yuchuan Luo, Lin Liu, Shaojing Fu | Published: 2025-09-11
Efficiency Evaluation
Efficient Decoding Methods for Language Models on Encrypted Data
Authors: Matan Avitan, Moran Baruch, Nir Drucker, Itamar Zimerman, Yoav Goldberg | Published: 2025-09-10
DPBalance: Efficient and Fair Privacy Budget Scheduling for Federated Learning as a Service
Authors: Yu Liu, Zibo Wang, Yifei Zhu, Chen Chen | Published: 2024-02-15
MONDEO: Multistage Botnet Detection
Authors: Duarte Dias, Bruno Sousa, Nuno Antunes | Published: 2023-08-31
Information-Theoretically Private Federated Submodel Learning with Storage Constrained Databases
Authors: Sajani Vithana, Sennur Ulukus | Published: 2023-07-12
DiVa: An Accelerator for Differentially Private Machine Learning
Authors: Beomsik Park, Ranggi Hwang, Dongho Yoon, Yoonhyuk Choi, Minsoo Rhu | Published: 2022-08-26
Poisoning the Search Space in Neural Architecture Search
Authors: Robert Wu, Nayan Saxena, Rohan Jain | Published: 2021-06-28
Revisiting Secure Computation Using Functional Encryption: Opportunities and Research Directions
Authors: Runhua Xu, James Joshi | Published: 2020-11-12 | Updated: 2020-12-07
SAIL: Machine Learning Guided Structural Analysis Attack on Hardware Obfuscation
Authors: Prabuddha Chakraborty, Jonathan Cruz, Swarup Bhunia | Published: 2018-09-27