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Journal Articles
- 2023
[j5]Keke Chen
, Yuechun Gu, Sagar Sharma:
DisguisedNets: Secure Image Outsourcing for Confidential Model Training in Clouds. ACM Trans. Internet Techn. 23(3): 47:1-47:26 (2023)- 2021
- [j4]Sagar Sharma, Keke Chen:
Confidential machine learning on untrusted platforms: a survey. Cybersecur. 4(1): 30 (2021) - [j3]A. K. M. Mubashwir Alam, Sagar Sharma, Keke Chen:
SGX-MR: Regulating Dataflows for Protecting Access Patterns of Data-Intensive SGX Applications. Proc. Priv. Enhancing Technol. 2021(1): 5-20 (2021) - 2019
- [j2]Sagar Sharma, James Powers, Keke Chen:
PrivateGraph: Privacy-Preserving Spectral Analysis of Encrypted Graphs in the Cloud. IEEE Trans. Knowl. Data Eng. 31(5): 981-995 (2019) - 2018
- [j1]Sagar Sharma, Keke Chen, Amit P. Sheth:
Toward Practical Privacy-Preserving Analytics for IoT and Cloud-Based Healthcare Systems. IEEE Internet Comput. 22(2): 42-51 (2018)
Conference and Workshop Papers
- 2024
- [c13]Bo Jiang, Jian Du, Sagar Sharma, Qiang Yan:
Budget Recycling Differential Privacy. SP 2024: 1028-1046 - 2023
- [c12]Yuechun Gu, Sagar Sharma, Keke Chen:
Demo: Image Disguising for Scalable GPU-accelerated Confidential Deep Learning. CCS 2023: 3679-3681 - [c11]V. Asha, Govindaraj M, Binju Saju, Rajeev Nayan, Ravi Kishan Kumar, Sagar Sharma:
Ocular Disease Recognition using Machine Learning. ICCCNT 2023: 1-10 - 2021
- [c10]Sagar Sharma, A. K. M. Mubashwir Alam, Keke Chen:
Image Disguising for Protecting Data and Model Confidentiality in Outsourced Deep Learning. CLOUD 2021: 71-77 - 2020
- [c9]Jaishree Ranganathan, Sagar Sharma, Angelina A. Tzacheva:
Hybrid Scalable Action Rule: Rule Based and Object Based. ICCDA 2020: 107-112 - 2019
- [c8]Sagar Sharma, Keke Chen:
Confidential Boosting with Random Linear Classifiers for Outsourced User-Generated Data. ESORICS (1) 2019: 41-65 - 2018
- [c7]Sagar Sharma, Keke Chen:
Image Disguising for Privacy-preserving Deep Learning. CCS 2018: 2291-2293 - [c6]Sagar Sharma, Keke Chen:
Privacy-Preserving Boosting with Random Linear Classifiers. CCS 2018: 2294-2296 - [c5]Sagar Sharma, Rakesh Kumar Mishra:
Device to monitor quiet breath of CRD patients. HealthCom 2018: 1-6 - [c4]Rakesh Kumar Mishra, Sagar Sharma:
Novel technique for estimating Quiet breath Rate and Strength. ICACCI 2018: 1564-1568 - 2017
- [c3]Sagar Sharma, Keke Chen:
PrivateGraph: A Cloud-Centric System for Spectral Analysis of Large Encrypted Graphs. ICDCS 2017: 2507-2510 - 2016
- [c2]Sagar Sharma, James Powers, Keke Chen:
Privacy-Preserving Spectral Analysis of Large Graphs in Public Clouds. AsiaCCS 2016: 71-82 - 2015
- [c1]Zohreh Alavi, Sagar Sharma, Lu Zhou, Keke Chen:
Scalable Euclidean Embedding for Big Data. CLOUD 2015: 773-780
Informal and Other Publications
- 2023
- [i6]Sagar Sharma, Yuechun Gu, Keke Chen:
A Comparative Study of Image Disguising Methods for Confidential Outsourced Learning. CoRR abs/2301.00252 (2023) - 2020
- [i5]A. K. M. Mubashwir Alam, Sagar Sharma, Keke Chen:
SGX-MR: Regulating Dataflows for Protecting Access Patterns of Data-Intensive SGX Applications. CoRR abs/2009.03518 (2020) - [i4]Sagar Sharma, Keke Chen:
Confidential Machine Learning on Untrusted Platforms: A Survey. CoRR abs/2012.08156 (2020) - 2019
- [i3]Sagar Sharma, Keke Chen:
Disguised-Nets: Image Disguising for Privacy-preserving Deep Learning. CoRR abs/1902.01878 (2019) - 2018
- [i2]Sagar Sharma, Keke Chen:
Privacy-Preserving Boosting with Random Linear Classifiers for Learning from User-Generated Data. CoRR abs/1802.08288 (2018) - [i1]Sagar Sharma, Keke Chen, Amit P. Sheth:
Towards Practical Privacy-Preserving Analytics for IoT and Cloud Based Healthcare Systems. CoRR abs/1804.04250 (2018)
Coauthor Index
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