Enc2: Privacy-Preserving Inference for Tiny IoTs via Encoding and Encryption

Author:

Chien Hao-Jen1ORCID,Khalili Hossein1ORCID,Hass Amin2ORCID,Sehatbakhsh Nader3ORCID

Affiliation:

1. UCLA, Los Angeles, CA, USA

2. Accenture, Washington, DC, USA

3. UCLA, Los Angeles, CA, United States

Funder

NSF (National Science Foundation)

Publisher

ACM

Reference72 articles.

1. Deep Learning with Differential Privacy

2. Mert Al , Semih Yagli , and Sun-Yuan Kung . 2021. Privacy Enhancing Machine Learning via Removal of Unwanted Dependencies . IEEE Transactions on Neural Networks and Learning Systems ( 2021 ). Mert Al, Semih Yagli, and Sun-Yuan Kung. 2021. Privacy Enhancing Machine Learning via Removal of Unwanted Dependencies. IEEE Transactions on Neural Networks and Learning Systems (2021).

3. (Leveled) Fully Homomorphic Encryption without Bootstrapping

4. Alon Brutzkus , Ran Gilad-Bachrach , and Oren Elisha . 2019 . Low latency privacy preserving inference . In International Conference on Machine Learning. PMLR, 812--821 . Alon Brutzkus, Ran Gilad-Bachrach, and Oren Elisha. 2019. Low latency privacy preserving inference. In International Conference on Machine Learning. PMLR, 812--821.

5. Nicholas Carlini and David Wagner. 2017. Towards evaluating the robustness of neural networks. In 2017 ieee symposium on security and privacy (sp). Ieee 39--57. Nicholas Carlini and David Wagner. 2017. Towards evaluating the robustness of neural networks. In 2017 ieee symposium on security and privacy (sp). Ieee 39--57.

同舟云学术

1.学者识别学者识别

2.学术分析学术分析

3.人才评估人才评估

"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370

www.globalauthorid.com

TOP

Copyright © 2019-2024 北京同舟云网络信息技术有限公司
京公网安备11010802033243号  京ICP备18003416号-3