Amrita Roy Chowdhury

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 27

Top Topics

Differential Privacy

Order Preserving

Top Venues

USENIX Security Symposium

Publications

Jacob Imola, Amrita Roy Chowdhury, Kamalika Chaudhuri
Metric Differential Privacy at the User-Level. CoRR (2024)
Chhavi Yadav, Amrita Roy Chowdhury, Dan Boneh, Kamalika Chaudhuri
FairProof : Confidential and Certifiable Fairness for Neural Networks. CoRR (2024)
Clark W. Barrett, Brad Boyd, Ellie Burzstein, Nicholas Carlini, Brad Chen, Jihye Choi, Amrita Roy Chowdhury, Mihai Christodorescu, Anupam Datta, Soheil Feizi, Kathleen Fisher, Tatsunori Hashimoto, Dan Hendrycks, Somesh Jha, Daniel Kang, Florian Kerschbaum, Eric Mitchell, John C. Mitchell, Zulfikar Ramzan, Khawaja Shams, Dawn Song, Ankur Taly, Diyi Yang
Identifying and Mitigating the Security Risks of Generative AI. CoRR (2023)
Zhifeng Kong, Amrita Roy Chowdhury, Kamalika Chaudhuri
Can Membership Inferencing be Refuted? CoRR (2023)
Zhichuang Sun, Ruimin Sun, Changming Liu, Amrita Roy Chowdhury, Long Lu, Somesh Jha
ShadowNet: A Secure and Efficient On-device Model Inference System for Convolutional Neural Networks. SP (2023)
Clark W. Barrett, Brad Boyd, Elie Bursztein, Nicholas Carlini, Brad Chen, Jihye Choi, Amrita Roy Chowdhury, Mihai Christodorescu, Anupam Datta, Soheil Feizi, Kathleen Fisher, Tatsunori Hashimoto, Dan Hendrycks, Somesh Jha, Daniel Kang, Florian Kerschbaum, Eric Mitchell, John C. Mitchell, Zulfikar Ramzan, Khawaja Shams, Dawn Song, Ankur Taly, Diyi Yang
Identifying and Mitigating the Security Risks of Generative AI. Found. Trends Priv. Secur. 6 (1) (2023)
Zhifeng Kong, Amrita Roy Chowdhury, Kamalika Chaudhuri
Forgeability and Membership Inference Attacks. AISec@CCS (2022)
Amrita Roy Chowdhury, Chuan Guo, Somesh Jha, Laurens van der Maaten
EIFFeL: Ensuring Integrity for Federated Learning. CCS (2022)
Jacob Imola, Amrita Roy Chowdhury, Kamalika Chaudhuri
Robustness of Locally Differentially Private Graph Analysis Against Poisoning. CoRR (2022)
Amrita Roy Chowdhury, Bolin Ding, Somesh Jha, Weiran Liu, Jingren Zhou
Strengthening Order Preserving Encryption with Differential Privacy. CCS (2022)
Casey Meehan, Amrita Roy Chowdhury, Kamalika Chaudhuri, Somesh Jha
Privacy Implications of Shuffling. ICLR (2022)
Amrita Roy Chowdhury, Chuan Guo, Somesh Jha, Laurens van der Maaten
EIFFeL: Ensuring Integrity for Federated Learning. CoRR (2021)
Yunang Chen, Amrita Roy Chowdhury, Ruizhe Wang, Andrei Sabelfeld, Rahul Chatterjee, Earlence Fernandes
Data Privacy in Trigger-Action Systems. IEEE Symposium on Security and Privacy (2021)
Jingjie Li, Amrita Roy Chowdhury, Kassem Fawaz, Younghyun Kim
Kalεido: Real-Time Privacy Control for Eye-Tracking Systems. USENIX Security Symposium (2021)
Casey Meehan, Amrita Roy Chowdhury, Kamalika Chaudhuri, Somesh Jha
A Shuffling Framework for Local Differential Privacy. CoRR (2021)
Shimaa Ahmed, Amrita Roy Chowdhury, Kassem Fawaz, Parmesh Ramanathan
Preech: A System for Privacy-Preserving Speech Transcription. USENIX Security Symposium (2020)
Yunang Chen, Amrita Roy Chowdhury, Ruizhe Wang, Andrei Sabelfeld, Rahul Chatterjee, Earlence Fernandes
Data Privacy in Trigger-Action IoT Systems. CoRR (2020)
Amrita Roy Chowdhury, Bolin Ding, Somesh Jha, Weiran Liu, Jingren Zhou
Intertwining Order Preserving Encryption and Differential Privacy. CoRR (2020)
Amrita Roy Chowdhury, Theodoros Rekatsinas, Somesh Jha
Data-Dependent Differentially Private Parameter Learning for Directed Graphical Models. ICML (2020)
Prasad Chalasani, Jiefeng Chen, Amrita Roy Chowdhury, Xi Wu, Somesh Jha
Concise Explanations of Neural Networks using Adversarial Training. ICML (2020)
Amrita Roy Chowdhury, Chenghong Wang, Xi He, Ashwin Machanavajjhala, Somesh Jha
Crypt?: Crypto-Assisted Differential Privacy on Untrusted Servers. SIGMOD Conference (2020)
Shimaa Ahmed, Amrita Roy Chowdhury, Kassem Fawaz, Parmesh Ramanathan
Prεεch: A System for Privacy-Preserving Speech Transcription. CoRR (2019)
Amrita Roy Chowdhury, Chenghong Wang, Xi He, Ashwin Machanavajjhala, Somesh Jha
Outis: Crypto-Assisted Differential Privacy on Untrusted Servers. CoRR (2019)
Amrita Roy Chowdhury, Theodoros Rekatsinas, Somesh Jha
Data-Dependent Differentially Private Parameter Learning for Directed Graphical Models. CoRR (2019)
Prasad Chalasani, Jiefeng Chen, Amrita Roy Chowdhury, Somesh Jha, Xi Wu
Concise Explanations of Neural Networks using Adversarial Training. CoRR (2018)
Amrita Roy Chowdhury, Parameswaran Ramanathan
PPU: Privacy-Aware Purchasing Unit for Residential Customers in Smart Electric Grids. VLSI Design (2018)
Amrita Roy Chowdhury, Parameswaran Ramanathan
Public Order Preserving Cipher Generation Scheme for Distributed Computing. CCS (2018)
Amrita Roy Chowdhury, Sipra Das Bit
LMAC: A Lightweight Message Authentication Code for Wireless Sensor Network. GLOBECOM (2015)
Amrita Roy Chowdhury, Tanusree Chatterjee, Sipra Das Bit
LOCHA: A Light-weight One-way Cryptographic Hash Algorithm for Wireless Sensor Network. ANT/SEIT (2014)