Anupam Datta

Publication Activity (10 Years)

Years Active: 2001-2024
Publications (10 Years): 51

Top Venues

CoRR

CSF

CCS

NeurIPS

Publications

Sanjari Srivastava, Piotr Mardziel, Zhikhun Zhang, Archana Ahlawat, Anupam Datta, John C. Mitchell
De-amplifying Bias from Differential Privacy in Language Model Fine-tuning. 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)
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)
Ravi Mangal, Klas Leino, Zifan Wang, Kai Hu, Weicheng Yu, Corina S. Pasareanu, Anupam Datta, Matt Fredrikson
Robustness Still Worthwhile? CoRR (2023)
Zifan Wang, Matt Fredrikson, Anupam Datta
Robust Models Are More Interpretable Because Attributions Look Normal. ICML (2022)
Kaiji Lu, Anupam Datta
Order-sensitive Shapley Values for Evaluating Conceptual Soundness of NLP Models. CoRR (2022)
Zifan Wang, Yuhang Yao, Chaoran Zhang, Han Zhang, Youjie Kang, Carlee Joe-Wong, Matt Fredrikson, Anupam Datta
Faithful Explanations for Deep Graph Models. CoRR (2022)
Zifan Wang, Matt Fredrikson, Anupam Datta
Boundary Attributions Provide Normal (Vector) Explanations. CoRR (2021)
Anupam Datta, Matt Fredrikson, Klas Leino, Kaiji Lu, Shayak Sen, Ricardo Shih, Zifan Wang
Exploring Conceptual Soundness with TruLens. NeurIPS (Competition and Demos) (2021)
Sanghamitra Dutta, Praveen Venkatesh, Piotr Mardziel, Anupam Datta, Pulkit Grover
Fairness Under Feature Exemptions: Counterfactual and Observational Measures. IEEE Trans. Inf. Theory 67 (10) (2021)
Anupam Datta, Matt Fredrikson, Klas Leino, Kaiji Lu, Shayak Sen, Zifan Wang
Machine Learning Explainability and Robustness: Connected at the Hip. KDD (2021)
Kaiji Lu, Zifan Wang, Piotr Mardziel, Anupam Datta
Influence Patterns for Explaining Information Flow in BERT. NeurIPS (2021)
Emily Black, Zifan Wang, Matt Fredrikson, Anupam Datta
Consistent Counterfactuals for Deep Models. CoRR (2021)
Kaiji Lu, Piotr Mardziel, Klas Leino, Matt Fredrikson, Anupam Datta
Influence Paths for Characterizing Subject-Verb Number Agreement in LSTM Language Models. ACL (2020)
Sanghamitra Dutta, Praveen Venkatesh, Piotr Mardziel, Anupam Datta, Pulkit Grover
An Information-Theoretic Quantification of Discrimination with Exempt Features. AAAI (2020)
Zifan Wang, Piotr Mardziel, Anupam Datta, Matt Fredrikson
Interpreting Interpretations: Organizing Attribution Methods by Criteria. CoRR (2020)
Kaiji Lu, Zifan Wang, Piotr Mardziel, Anupam Datta
Abstracting Influence Paths for Explaining (Contextualization of) BERT Models. CoRR (2020)
Sanghamitra Dutta, Praveen Venkatesh, Piotr Mardziel, Anupam Datta, Pulkit Grover
Fairness Under Feature Exemptions: Counterfactual and Observational Measures. CoRR (2020)
Zifan Wang, Haofan Wang, Shakul Ramkumar, Matt Fredrikson, Piotr Mardziel, Anupam Datta
Smoothed Geometry for Robust Attribution. CoRR (2020)
Xuan Chen, Zifan Wang, Yucai Fan, Bonan Jin, Piotr Mardziel, Carlee Joe-Wong, Anupam Datta
Towards Behavior-Level Explanation for Deep Reinforcement Learning. CoRR (2020)
Kaiji Lu, Piotr Mardziel, Klas Leino, Matt Fredrikson, Anupam Datta
Influence Paths for Characterizing Subject-Verb Number Agreement in LSTM Language Models. CoRR (2020)
Zifan Wang, Piotr Mardziel, Anupam Datta, Matt Fredrikson
Interpreting Interpretations: Organizing Attribution Methods by Criteria. CVPR Workshops (2020)
Kaiji Lu, Piotr Mardziel, Fangjing Wu, Preetam Amancharla, Anupam Datta
Gender Bias in Neural Natural Language Processing. Logic, Language, and Security (2020)
Zifan Wang, Haofan Wang, Shakul Ramkumar, Piotr Mardziel, Matt Fredrikson, Anupam Datta
Smoothed Geometry for Robust Attribution. NeurIPS (2020)
Michael Carl Tschantz, Shayak Sen, Anupam Datta
SoK: Differential Privacy as a Causal Property. IEEE Symposium on Security and Privacy (2020)
Klas Leino, Emily Black, Matt Fredrikson, Shayak Sen, Anupam Datta
Feature-Wise Bias Amplification. ICLR (Poster) (2019)
Shayak Sen, Piotr Mardziel, Anupam Datta, Matthew Fredrikson
Supervising Feature Influence. CoRR (2018)
Klas Leino, Shayak Sen, Anupam Datta, Matt Fredrikson, Linyi Li
Influence-Directed Explanations for Deep Convolutional Networks. ITC (2018)
Kaiji Lu, Piotr Mardziel, Fangjing Wu, Preetam Amancharla, Anupam Datta
Gender Bias in Neural Natural Language Processing. CoRR (2018)
Amit Datta, Anupam Datta, Jael Makagon, Deirdre K. Mulligan, Michael Carl Tschantz
Discrimination in Online Personalization: A Multidisciplinary Inquiry. FAT (2018)
Klas Leino, Matt Fredrikson, Emily Black, Shayak Sen, Anupam Datta
Feature-Wise Bias Amplification. CoRR (2018)
Anupam Datta, Shayak Sen, Michael Carl Tschantz
Correspondences between Privacy and Nondiscrimination: Why They Should Be Studied Together. CoRR (2018)
Samuel Yeom, Anupam Datta, Matt Fredrikson
Hunting for Discriminatory Proxies in Linear Regression Models. CoRR (2018)
Samuel Yeom, Anupam Datta, Matt Fredrikson
Hunting for Discriminatory Proxies in Linear Regression Models. NeurIPS (2018)
Dhiman Chattopadhyay, Abinash Samantaray, Anupam Datta
Device microagent for IoT home gateway: a lightweight plug-n-play architecture. SIGBED Rev. 15 (2) (2018)
Klas Leino, Linyi Li, Shayak Sen, Anupam Datta, Matt Fredrikson
Influence-Directed Explanations for Deep Convolutional Networks. CoRR (2018)
Jeremiah Blocki, Manuel Blum, Anupam Datta, Santosh S. Vempala
Towards Human Computable Passwords. ITCS (2017)
Anupam Datta, Matthew Fredrikson, Gihyuk Ko, Piotr Mardziel, Shayak Sen
Use Privacy in Data-Driven Systems: Theory and Experiments with Machine Learnt Programs. CCS (2017)
Anupam Datta, Matt Fredrikson, Gihyuk Ko, Piotr Mardziel, Shayak Sen
Proxy Non-Discrimination in Data-Driven Systems. CoRR (2017)
Anupam Datta, Matthew Fredrikson, Gihyuk Ko, Piotr Mardziel, Shayak Sen
Use Privacy in Data-Driven Systems: Theory and Experiments with Machine Learnt Programs. CoRR (2017)
Anupam Datta, Sophia Kovaleva, Piotr Mardziel, Shayak Sen
Latent Factor Interpretations for Collaborative Filtering. CoRR (2017)
Michael Carl Tschantz, Shayak Sen, Anupam Datta
Differential Privacy as a Causal Property. CoRR (2017)
Stephen Chong, Joshua D. Guttman, Anupam Datta, Andrew C. Myers, Benjamin C. Pierce, Patrick Schaumont, Tim Sherwood, Nickolai Zeldovich
Report on the NSF Workshop on Formal Methods for Security. CoRR (2016)
Anupam Datta, Soummya Kar, Bruno Sinopoli, Sean Weerakkody
Accountability in cyber-physical systems. SOSCYPS@CPSWeek (2016)
Jeremiah Blocki, Anupam Datta, Joseph Bonneau
Differentially Private Password Frequency Lists. IACR Cryptol. ePrint Arch. 2016 (2016)
Sean Weerakkody, Bruno Sinopoli, Soummya Kar, Anupam Datta
Information Flow for Security in Control Systems. CoRR (2016)
Jeremiah Blocki, Anupam Datta
CASH: A Cost Asymmetric Secure Hash Algorithm for Optimal Password Protection. CSF (2016)
Anupam Datta, Shayak Sen, Yair Zick
Algorithmic Transparency via Quantitative Input Influence: Theory and Experiments with Learning Systems. IEEE Symposium on Security and Privacy (2016)
Jeremiah Blocki, Anupam Datta, Joseph Bonneau
Differentially Private Password Frequency Lists. NDSS (2016)
Sean Weerakkody, Bruno Sinopoli, Soummya Kar, Anupam Datta
Information flow for security in control systems. CDC (2016)
Amit Vasudevan, Sagar Chaki, Petros Maniatis, Limin Jia, Anupam Datta
überSpark: Enforcing Verifiable Object Abstractions for Automated Compositional Security Analysis of a Hypervisor. USENIX Security Symposium (2016)
Limin Jia, Shayak Sen, Deepak Garg, Anupam Datta
A Logic of Programs with Interface-Confined Code. CSF (2015)
Anupam Datta, Deepak Garg, Dilsun Kirli Kaynar, Divya Sharma, Arunesh Sinha
Program Actions as Actual Causes: A Building Block for Accountability. CSF (2015)
Jeremiah Blocki, Manuel Blum, Anupam Datta
Naturally Rehearsing Passwords. IACR Cryptol. ePrint Arch. 2015 (2015)
Michael Carl Tschantz, Amit Datta, Anupam Datta, Jeannette M. Wing
A Methodology for Information Flow Experiments. CSF (2015)
Limin Jia, Shayak Sen, Deepak Garg, Anupam Datta
System M: A Program Logic for Code Sandboxing and Identification. CoRR (2015)
Amit Datta, Michael Carl Tschantz, Anupam Datta
Automated Experiments on Ad Privacy Settings. Proc. Priv. Enhancing Technol. 2015 (1) (2015)
Amit Datta, Anupam Datta, Ariel D. Procaccia, Yair Zick
Influence in Classification via Cooperative Game Theory. IJCAI (2015)
Alejandro Uriel Carbonara, Anupam Datta, Arunesh Sinha, Yair Zick
Incentivizing Peer Grading in MOOCS: An Audit Game Approach. IJCAI (2015)
Jeremiah Blocki, Saranga Komanduri, Lorrie Faith Cranor, Anupam Datta
Spaced Repetition and Mnemonics Enable Recall of Multiple Strong Passwords. NDSS (2015)
Anupam Datta, Deepak Garg, Dilsun Kirli Kaynar, Divya Sharma, Arunesh Sinha
Program Actions as Actual Causes: A Building Block for Accountability. CoRR (2015)
Jeremiah Blocki, Nicolas Christin, Anupam Datta, Ariel D. Procaccia, Arunesh Sinha
Audit Games with Multiple Defender Resources. AAAI (2015)
Omar Chowdhury, Deepak Garg, Limin Jia, Anupam Datta
Equivalence-based Security for Querying Encrypted Databases: Theory and Application to Privacy Policy Audits. CCS (2015)
Amit Datta, Anupam Datta, Ariel D. Procaccia, Yair Zick
Influence in Classification via Cooperative Game Theory. CoRR (2015)
Jeremiah Blocki, Anupam Datta
CASH: A Cost Asymmetric Secure Hash Algorithm for Optimal Password Protection. CoRR (2015)
Omar Chowdhury, Deepak Garg, Limin Jia, Anupam Datta
Equivalence-based Security for Querying Encrypted Databases: Theory and Application to Privacy Policy Audits. CoRR (2015)
Aaron Kane, Omar Chowdhury, Anupam Datta, Philip Koopman
A Case Study on Runtime Monitoring of an Autonomous Research Vehicle (ARV) System. RV (2015)
Anupam Datta, Joseph Y. Halpern, John C. Mitchell, Arnab Roy, Shayak Sen
A Symbolic Logic with Concrete Bounds for Cryptographic Protocols. CoRR (2015)
Michael Carl Tschantz, Amit Datta, Anupam Datta, Jeannette M. Wing
A Methodology for Information Flow Experiments. CoRR (2014)
Amit Datta, Michael Carl Tschantz, Anupam Datta
Automated Experiments on Ad Privacy Settings: A Tale of Opacity, Choice, and Discrimination. CoRR (2014)
Shayak Sen, Saikat Guha, Anupam Datta, Sriram K. Rajamani, Janice Y. Tsai, Jeannette M. Wing
Bootstrapping Privacy Compliance in Big Data Systems. IEEE Symposium on Security and Privacy (2014)
Jeremiah Blocki, Nicolas Christin, Anupam Datta, Ariel D. Procaccia, Arunesh Sinha
Audit Games with Multiple Defender Resources. CoRR (2014)
Jeremiah Blocki, Saranga Komanduri, Lorrie Faith Cranor, Anupam Datta
Spaced Repetition and Mnemonics Enable Recall of Multiple Strong Passwords. CoRR (2014)
Bruce DeBruhl, Christian Kroer, Anupam Datta, Tuomas Sandholm, Patrick Tague
Power napping with loud neighbors: optimal energy-constrained jamming and anti-jamming. WISEC (2014)
Omar Chowdhury, Limin Jia, Deepak Garg, Anupam Datta
Temporal Mode-Checking for Runtime Monitoring of Privacy Policies. CAV (2014)
Jeremiah Blocki, Manuel Blum, Anupam Datta
Human Computable Passwords. CoRR (2014)
Gail-Joon Ahn, Anupam Datta
WPES 2014: 13th Workshop on Privacy in the Electronic Society. CCS (2014)
Anupam Datta
Privacy through Accountability: A Computer Science Perspective. ICDCIT (2014)
Se Eun Oh, Ji Young Chun, Limin Jia, Deepak Garg, Carl A. Gunter, Anupam Datta
Privacy-preserving audit for broker-based health information exchange. CODASPY (2014)
Jeremiah Blocki, Nicolas Christin, Anupam Datta, Ariel D. Procaccia, Arunesh Sinha
Audit Games. IJCAI (2013)
Jeremiah Blocki, Manuel Blum, Anupam Datta
Naturally Rehearsing Passwords. ASIACRYPT (2) (2013)
Amit Vasudevan, Sagar Chaki, Limin Jia, Jonathan M. McCune, James Newsome, Anupam Datta
Design, Implementation and Verification of an eXtensible and Modular Hypervisor Framework. IEEE Symposium on Security and Privacy (2013)
Jeremiah Blocki, Manuel Blum, Anupam Datta
Naturally Rehearsing Passwords CoRR (2013)
Jeremiah Blocki, Manuel Blum, Anupam Datta
GOTCHA password hackers! AISec (2013)
Jeremiah Blocki, Avrim Blum, Anupam Datta, Or Sheffet
Differentially private data analysis of social networks via restricted sensitivity. ITCS (2013)
Jeremiah Blocki, Nicolas Christin, Anupam Datta, Arunesh Sinha
Adaptive Regret Minimization in Bounded-Memory Games. GameSec (2013)
Omar Chowdhury, Andreas Gampe, Jianwei Niu, Jeffery von Ronne, Jared Bennatt, Anupam Datta, Limin Jia, William H. Winsborough
Privacy promises that can be kept: a policy analysis method with application to the HIPAA privacy rule. SACMAT (2013)
Jeremiah Blocki, Manuel Blum, Anupam Datta
GOTCHA Password Hackers! CoRR (2013)
Michael Carl Tschantz, Anupam Datta, Jeannette M. Wing
Purpose Restrictions on Information Use. ESORICS (2013)
Jeremiah Blocki, Nicolas Christin, Anupam Datta, Ariel D. Procaccia, Arunesh Sinha
Audit Games CoRR (2013)
Jeremiah Blocki, Avrim Blum, Anupam Datta, Or Sheffet
The Johnson-Lindenstrauss Transform Itself Preserves Differential Privacy CoRR (2012)
Jeremiah Blocki, Nicolas Christin, Anupam Datta, Arunesh Sinha
Audit Mechanisms for Provable Risk Management and Accountable Data Governance. GameSec (2012)
Anupam Datta, Divya Sharma, Arunesh Sinha
Provable De-anonymization of Large Datasets with Sparse Dimensions. POST (2012)
Jeremiah Blocki, Avrim Blum, Anupam Datta, Or Sheffet
The Johnson-Lindenstrauss Transform Itself Preserves Differential Privacy. FOCS (2012)
Jeremiah Blocki, Avrim Blum, Anupam Datta, Or Sheffet
Differentially Private Data Analysis of Social Networks via Restricted Sensitivity CoRR (2012)
Jason Franklin, Sagar Chaki, Anupam Datta, Jonathan M. McCune, Amit Vasudevan
Parametric Verification of Address Space Separation. POST (2012)
Michael Carl Tschantz, Anupam Datta, Jeannette M. Wing
Formalizing and Enforcing Purpose Restrictions in Privacy Policies. IEEE Symposium on Security and Privacy (2012)
Deepak Garg, Limin Jia, Anupam Datta
Policy auditing over incomplete logs: theory, implementation and applications. CCS (2011)
Anupam Datta, Jason Franklin, Deepak Garg, Limin Jia, Dilsun Kirli Kaynar
On Adversary Models and Compositional Security. IEEE Secur. Priv. 9 (3) (2011)
Deepak Garg, Limin Jia, Anupam Datta
A Logical Method for Policy Enforcement over Evolving Audit Logs CoRR (2011)

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Publication Activity (10 Years)

Top Topics

Top Venues

Anupam Datta