Amrita Roy Chowdhury

41 papers A* 13A 1B 1Misc 1Journal 21Unranked 4

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	A Case for Computing on Unstructured Data. CoRR Mushtari Sadia, Amrita Roy Chowdhury, Ang Chen
2025	J	`jnl`	Differentially Private Quantiles with Smaller Error. CoRR Jacob Imola, Fabrizio Boninsegna, Hannah Keller, Anders Aamand, Amrita Roy Chowdhury, Rasmus Pagh
2025	—	`conf`	On the Reliability of Membership Inference Attacks. SaTML Amrita Roy Chowdhury, Zhifeng Kong, Kamalika Chaudhuri
2025	J	`jnl`	Piquantϵ: Private Quantile Estimation in the Two-Server Model. CoRR Hannah Keller, Jacob Imola, Fabrizio Boninsegna, Rasmus Pagh, Amrita Roy Chowdhury
2025	J	`jnl`	Prεεmpt: Sanitizing Sensitive Prompts for LLMs. CoRR Amrita Roy Chowdhury, David Glukhov, Divyam Anshumaan, Prasad Chalasani, Nicolas Papernot, Somesh Jha, Mihir Bellare
2025	A	`conf`	Robust Locally Differentially Private Graph Analysis. AsiaCCS Amrita Roy Chowdhury, Jacob Imola, Kamalika Chaudhuri
2025	A*	`conf`	SQUiD: Synthesizing Relational Databases from Unstructured Text. EMNLP Mushtari Sadia, Zhenning Yang, Yunming Xiao, Ang Chen, Amrita Roy Chowdhury
2025	J	`jnl`	SQUiD: Synthesizing Relational Databases from Unstructured Text. CoRR Mushtari Sadia, Zhenning Yang, Yunming Xiao, Ang Chen, Amrita Roy Chowdhury
2025	J	`jnl`	Vεrity: Verifiable Local Differential Privacy. IACR Cryptol. ePrint Arch. James Bell-Clark, Adrià Gascón, Baiyu Li, Mariana Raykova, Amrita Roy Chowdhury
2025	J	`jnl`	What Really is a Member? Discrediting Membership Inference via Poisoning. CoRR Neal Mangaokar, Ashish Hooda, Zhuohang Li, Bradley A. Malin, Kassem Fawaz, Somesh Jha, Atul Prakash, Amrita Roy Chowdhury
2024	A*	`conf`	FairProof : Confidential and Certifiable Fairness for Neural Networks. ICML Chhavi Yadav, Amrita Roy Chowdhury, Dan Boneh, Kamalika Chaudhuri
2024	J	`jnl`	FairProof : Confidential and Certifiable Fairness for Neural Networks. CoRR Chhavi Yadav, Amrita Roy Chowdhury, Dan Boneh, Kamalika Chaudhuri
2024	A*	`conf`	Metric Differential Privacy at the User-Level via the Earth-Mover's Distance. CCS Jacob Imola, Amrita Roy Chowdhury, Kamalika Chaudhuri
2024	J	`jnl`	Metric Differential Privacy at the User-Level. CoRR Jacob Imola, Amrita Roy Chowdhury, Kamalika Chaudhuri
2023	J	`jnl`	Can Membership Inferencing be Refuted? CoRR Zhifeng Kong, Amrita Roy Chowdhury, Kamalika Chaudhuri
2023	J	`jnl`	Identifying and Mitigating the Security Risks of Generative AI. CoRR 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
2023	J	`jnl`	Identifying and Mitigating the Security Risks of Generative AI. Found. Trends Priv. Secur. 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
2023	A*	`conf`	ShadowNet: A Secure and Efficient On-device Model Inference System for Convolutional Neural Networks. SP Zhichuang Sun, Ruimin Sun, Changming Liu, Amrita Roy Chowdhury, Long Lu, Somesh Jha
2022	A*	`conf`	EIFFeL: Ensuring Integrity for Federated Learning. CCS Amrita Roy Chowdhury, Chuan Guo, Somesh Jha, Laurens van der Maaten
2022	—	`conf`	Forgeability and Membership Inference Attacks. AISec@CCS Zhifeng Kong, Amrita Roy Chowdhury, Kamalika Chaudhuri
2022	A*	`conf`	Privacy Implications of Shuffling. ICLR Casey Meehan, Amrita Roy Chowdhury, Kamalika Chaudhuri, Somesh Jha
2022	J	`jnl`	Robustness of Locally Differentially Private Graph Analysis Against Poisoning. CoRR Jacob Imola, Amrita Roy Chowdhury, Kamalika Chaudhuri
2022	A*	`conf`	Strengthening Order Preserving Encryption with Differential Privacy. CCS Amrita Roy Chowdhury, Bolin Ding, Somesh Jha, Weiran Liu, Jingren Zhou
2021	J	`jnl`	A Shuffling Framework for Local Differential Privacy. CoRR Casey Meehan, Amrita Roy Chowdhury, Kamalika Chaudhuri, Somesh Jha
2021	A*	`conf`	Data Privacy in Trigger-Action Systems. SP Yunang Chen, Amrita Roy Chowdhury, Ruizhe Wang, Andrei Sabelfeld, Rahul Chatterjee, Earlence Fernandes
2021	J	`jnl`	EIFFeL: Ensuring Integrity for Federated Learning. CoRR Amrita Roy Chowdhury, Chuan Guo, Somesh Jha, Laurens van der Maaten
2021	A*	`conf`	Kalεido: Real-Time Privacy Control for Eye-Tracking Systems. USENIX Security Symposium Jingjie Li, Amrita Roy Chowdhury, Kassem Fawaz, Younghyun Kim
2020	A*	`conf`	Concise Explanations of Neural Networks using Adversarial Training. ICML Prasad Chalasani, Jiefeng Chen, Amrita Roy Chowdhury, Xi Wu, Somesh Jha
2020	—	`conf`	Crypt?: Crypto-Assisted Differential Privacy on Untrusted Servers. SIGMOD Conference Amrita Roy Chowdhury, Chenghong Wang, Xi He, Ashwin Machanavajjhala, Somesh Jha
2020	J	`jnl`	Data Privacy in Trigger-Action IoT Systems. CoRR Yunang Chen, Amrita Roy Chowdhury, Ruizhe Wang, Andrei Sabelfeld, Rahul Chatterjee, Earlence Fernandes
2020	A*	`conf`	Data-Dependent Differentially Private Parameter Learning for Directed Graphical Models. ICML Amrita Roy Chowdhury, Theodoros Rekatsinas, Somesh Jha
2020	J	`jnl`	Intertwining Order Preserving Encryption and Differential Privacy. CoRR Amrita Roy Chowdhury, Bolin Ding, Somesh Jha, Weiran Liu, Jingren Zhou
2020	A*	`conf`	Preech: A System for Privacy-Preserving Speech Transcription. USENIX Security Symposium Shimaa Ahmed, Amrita Roy Chowdhury, Kassem Fawaz, Parmesh Ramanathan
2019	J	`jnl`	Data-Dependent Differentially Private Parameter Learning for Directed Graphical Models. CoRR Amrita Roy Chowdhury, Theodoros Rekatsinas, Somesh Jha
2019	J	`jnl`	Outis: Crypto-Assisted Differential Privacy on Untrusted Servers. CoRR Amrita Roy Chowdhury, Chenghong Wang, Xi He, Ashwin Machanavajjhala, Somesh Jha
2019	J	`jnl`	Prεεch: A System for Privacy-Preserving Speech Transcription. CoRR Shimaa Ahmed, Amrita Roy Chowdhury, Kassem Fawaz, Parmesh Ramanathan
2018	J	`jnl`	Concise Explanations of Neural Networks using Adversarial Training. CoRR Prasad Chalasani, Jiefeng Chen, Amrita Roy Chowdhury, Somesh Jha, Xi Wu
2018	Misc	`conf`	PPU: Privacy-Aware Purchasing Unit for Residential Customers in Smart Electric Grids. VLSID Amrita Roy Chowdhury, Parameswaran Ramanathan
2018	A*	`conf`	Public Order Preserving Cipher Generation Scheme for Distributed Computing. CCS Amrita Roy Chowdhury, Parameswaran Ramanathan
2015	B	`conf`	LMAC: A Lightweight Message Authentication Code for Wireless Sensor Network. GLOBECOM Amrita Roy Chowdhury, Sipra Das Bit
2014	—	`conf`	LOCHA: A Light-weight One-way Cryptographic Hash Algorithm for Wireless Sensor Network. ANT/SEIT Amrita Roy Chowdhury, Tanusree Chatterjee, Sipra Das Bit