Amrita Roy Chowdhury

According to our database, Amrita Roy Chowdhury authored at least 26 papers between 2014 and 2024.

Collaborative distances:

• Dijkstra number of three.
• Erdős number of three.

2024

Metric Differential Privacy at the User-Level.

Jacob Imola, Amrita Roy Chowdhury, Kamalika Chaudhuri

CoRR, 2024

FairProof : Confidential and Certifiable Fairness for Neural Networks.

Chhavi Yadav, Amrita Roy Chowdhury, Dan Boneh, Kamalika Chaudhuri

Proceedings of the Forty-first International Conference on Machine Learning, 2024

2023

Identifying and Mitigating the Security Risks of Generative AI.

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

Found. Trends Priv. Secur., 2023

Identifying and Mitigating the Security Risks of Generative AI.

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

CoRR, 2023

Can Membership Inferencing be Refuted?

Zhifeng Kong, Amrita Roy Chowdhury, Kamalika Chaudhuri

CoRR, 2023

ShadowNet: A Secure and Efficient On-device Model Inference System for Convolutional Neural Networks.

Zhichuang Sun, Ruimin Sun, Changming Liu, Amrita Roy Chowdhury, Long Lu, Somesh Jha

Proceedings of the 44th IEEE Symposium on Security and Privacy, 2023

2022

Robustness of Locally Differentially Private Graph Analysis Against Poisoning.

Jacob Imola, Amrita Roy Chowdhury, Kamalika Chaudhuri

CoRR, 2022

Privacy Implications of Shuffling.

Casey Meehan, Amrita Roy Chowdhury, Kamalika Chaudhuri, Somesh Jha

Proceedings of the Tenth International Conference on Learning Representations, 2022

Forgeability and Membership Inference Attacks.

Zhifeng Kong, Amrita Roy Chowdhury, Kamalika Chaudhuri

Proceedings of the 15th ACM Workshop on Artificial Intelligence and Security, 2022

EIFFeL: Ensuring Integrity for Federated Learning.

Amrita Roy Chowdhury, Chuan Guo, Somesh Jha, Laurens van der Maaten

Proceedings of the 2022 ACM SIGSAC Conference on Computer and Communications Security, 2022

Strengthening Order Preserving Encryption with Differential Privacy.

Amrita Roy Chowdhury, Bolin Ding, Somesh Jha, Weiran Liu, Jingren Zhou

Proceedings of the 2022 ACM SIGSAC Conference on Computer and Communications Security, 2022

2021

A Shuffling Framework for Local Differential Privacy.

Casey Meehan, Amrita Roy Chowdhury, Kamalika Chaudhuri, Somesh Jha

CoRR, 2021

Kalεido: Real-Time Privacy Control for Eye-Tracking Systems.

Jingjie Li, Amrita Roy Chowdhury, Kassem Fawaz, Younghyun Kim

Proceedings of the 30th USENIX Security Symposium, 2021

Data Privacy in Trigger-Action Systems.

Yunang Chen, Amrita Roy Chowdhury, Ruizhe Wang, Andrei Sabelfeld, Rahul Chatterjee, Earlence Fernandes

Proceedings of the 42nd IEEE Symposium on Security and Privacy, 2021

2020

Data Privacy in Trigger-Action IoT Systems.

Yunang Chen, Amrita Roy Chowdhury, Ruizhe Wang, Andrei Sabelfeld, Rahul Chatterjee, Earlence Fernandes

CoRR, 2020

Intertwining Order Preserving Encryption and Differential Privacy.

Amrita Roy Chowdhury, Bolin Ding, Somesh Jha, Weiran Liu, Jingren Zhou

CoRR, 2020

Preech: A System for Privacy-Preserving Speech Transcription.

Shimaa Ahmed, Amrita Roy Chowdhury, Kassem Fawaz, Parmesh Ramanathan

Proceedings of the 29th USENIX Security Symposium, 2020

Crypt?: Crypto-Assisted Differential Privacy on Untrusted Servers.

Amrita Roy Chowdhury, Chenghong Wang, Xi He, Ashwin Machanavajjhala, Somesh Jha

Proceedings of the 2020 International Conference on Management of Data, 2020

Concise Explanations of Neural Networks using Adversarial Training.

Prasad Chalasani, Jiefeng Chen, Amrita Roy Chowdhury, Xi Wu, Somesh Jha

Proceedings of the 37th International Conference on Machine Learning, 2020

Data-Dependent Differentially Private Parameter Learning for Directed Graphical Models.

Amrita Roy Chowdhury, Theodoros Rekatsinas, Somesh Jha

Proceedings of the 37th International Conference on Machine Learning, 2020

2019

Prεεch: A System for Privacy-Preserving Speech Transcription.

Shimaa Ahmed, Amrita Roy Chowdhury, Kassem Fawaz, Parmesh Ramanathan

CoRR, 2019

Outis: Crypto-Assisted Differential Privacy on Untrusted Servers.

Amrita Roy Chowdhury, Chenghong Wang, Xi He, Ashwin Machanavajjhala, Somesh Jha

CoRR, 2019

2018

PPU: Privacy-Aware Purchasing Unit for Residential Customers in Smart Electric Grids.

Amrita Roy Chowdhury, Parameswaran Ramanathan

Proceedings of the 31st International Conference on VLSI Design and 17th International Conference on Embedded Systems, 2018

Public Order Preserving Cipher Generation Scheme for Distributed Computing.

Amrita Roy Chowdhury, Parameswaran Ramanathan

Proceedings of the 2018 ACM SIGSAC Conference on Computer and Communications Security, 2018

2015

LMAC: A Lightweight Message Authentication Code for Wireless Sensor Network.

Amrita Roy Chowdhury, Sipra Das Bit

Proceedings of the 2015 IEEE Global Communications Conference, 2015

2014

LOCHA: A Light-weight One-way Cryptographic Hash Algorithm for Wireless Sensor Network.

Amrita Roy Chowdhury, Tanusree Chatterjee, Sipra Das Bit

Proceedings of the 5th International Conference on Ambient Systems, 2014