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Hanieh Hashemi
Publication Activity (10 Years)
Years Active: 2019-2023
Publications (10 Years): 13
Top Topics
Spatially Adaptive
Speech Emotion Recognition
Markov Logic
Access Patterns
Top Venues
CoRR
IPDPS
MICRO
ICASSP
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Publications
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Karan N. Chadha
,
Junye Chen
,
John C. Duchi
,
Vitaly Feldman
,
Hanieh Hashemi
,
Omid Javidbakht
,
Audra McMillan
,
Kunal Talwar
Differentially Private Heavy Hitter Detection using Federated Analytics.
CoRR
(2023)
Hanieh Hashemi
,
Yongqin Wang
,
Murali Annavaram
DarKnight: An Accelerated Framework for Privacy and Integrity Preserving Deep Learning Using Trusted Hardware.
CoRR
(2022)
Hanieh Hashemi
,
Wenjie Xiong
,
Liu Ke
,
Kiwan Maeng
,
Murali Annavaram
,
G. Edward Suh
,
Hsien-Hsin S. Lee
Data Leakage via Access Patterns of Sparse Features in Deep Learning-based Recommendation Systems.
CoRR
(2022)
Tiantian Feng
,
Hanieh Hashemi
,
Murali Annavaram
,
Shrikanth S. Narayanan
Enhancing Privacy Through Domain Adaptive Noise Injection For Speech Emotion Recognition.
ICASSP
(2022)
Tingting Tang
,
Ramy E. Ali
,
Hanieh Hashemi
,
Tynan Gangwani
,
Salman Avestimehr
,
Murali Annavaram
Adaptive Verifiable Coded Computing: Towards Fast, Secure and Private Distributed Machine Learning.
IPDPS
(2022)
Tingting Tang
,
Ramy E. Ali
,
Hanieh Hashemi
,
Tynan Gangwani
,
Salman Avestimehr
,
Murali Annavaram
Verifiable Coded Computing: Towards Fast, Secure and Private Distributed Machine Learning.
CoRR
(2021)
Hanieh Hashemi
,
Yongqin Wang
,
Murali Annavaram
DarKnight: An Accelerated Framework for Privacy and Integrity Preserving Deep Learning Using Trusted Hardware.
MICRO
(2021)
Hanieh Hashemi
,
Yongqin Wang
,
Murali Annavaram
Privacy and Integrity Preserving Training Using Trusted Hardware.
CoRR
(2021)
Kiran Kumar Matam
,
Hanieh Hashemi
,
Murali Annavaram
MultiLogVC: Efficient Out-of-Core Graph Processing Framework for Flash Storage.
IPDPS
(2021)
Hanieh Hashemi
,
Yongqin Wang
,
Chuan Guo
,
Murali Annavaram
Byzantine-Robust and Privacy-Preserving Framework for FedML.
CoRR
(2021)
Tiantian Feng
,
Hanieh Hashemi
,
Rajat Hebbar
,
Murali Annavaram
,
Shrikanth S. Narayanan
Attribute Inference Attack of Speech Emotion Recognition in Federated Learning Settings.
CoRR
(2021)
Hanieh Hashemi
,
Yongqin Wang
,
Murali Annavaram
DarKnight: A Data Privacy Scheme for Training and Inference of Deep Neural Networks.
CoRR
(2020)
Kiran Kumar Matam
,
Hanieh Hashemi
,
Murali Annavaram
PartitionedVC: Partitioned External Memory Graph Analytics Framework for SSDs.
CoRR
(2019)