Piotr Mardziel

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 32

Top Venues

CoRR

CCS

NeurIPS

CVPR Workshops

University of Maryland, College Park, MD, USA (PHD)

Education History

University of Maryland, College Park, MD, USA

PHD

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)
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)
Kaiji Lu, Zifan Wang, Piotr Mardziel, Anupam Datta
Influence Patterns for Explaining Information Flow in BERT. NeurIPS (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)
Haofan Wang, Zifan Wang, Mengnan Du, Fan Yang, Zijian Zhang, Sirui Ding, Piotr Mardziel, Xia Hu
Score-CAM: Score-Weighted Visual Explanations for Convolutional Neural Networks. CVPR Workshops (2020)
Zifan Wang, Piotr Mardziel, Anupam Datta, Matt Fredrikson
Interpreting Interpretations: Organizing Attribution Methods by Criteria. CVPR Workshops (2020)
James Parker, Michael Hicks, Andrew Ruef, Michelle L. Mazurek, Dave Levin, Daniel Votipka, Piotr Mardziel, Kelsey R. Fulton
Build It, Break It, Fix It: Contesting Secure Development. ACM Trans. Priv. Secur. 23 (2) (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)
Piotr Mardziel, Niki Vazou
PLAS 2019: ACM SIGSAC Workshop on Programming Languages and Analysis for Security. CCS (2019)
James Parker, Michael Hicks, Andrew Ruef, Michelle L. Mazurek, Dave Levin, Daniel Votipka, Piotr Mardziel, Kelsey R. Fulton
Build It, Break It, Fix It: Contesting Secure Development. CoRR (2019)
Shayak Sen, Piotr Mardziel, Anupam Datta, Matthew Fredrikson
Supervising Feature Influence. CoRR (2018)
Kaiji Lu, Piotr Mardziel, Fangjing Wu, Preetam Amancharla, Anupam Datta
Gender Bias in Neural Natural Language Processing. CoRR (2018)
Shiyi Wei, Piotr Mardziel, Andrew Ruef, Jeffrey S. Foster, Michael Hicks
Evaluating Design Tradeoffs in Numeric Static Analysis for Java. ESOP (2018)
Shiyi Wei, Piotr Mardziel, Andrew Ruef, Jeffrey S. Foster, Michael Hicks
Evaluating Design Tradeoffs in Numeric Static Analysis for Java. CoRR (2018)
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)
Mário S. Alvim, Piotr Mardziel, Michael W. Hicks
Quantifying vulnerability of secret generation using hyper-distributions (extended version). CoRR (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)
Mário S. Alvim, Piotr Mardziel, Michael W. Hicks
Quantifying Vulnerability of Secret Generation Using Hyper-Distributions. POST (2017)
Anupam Datta, Sophia Kovaleva, Piotr Mardziel, Shayak Sen
Latent Factor Interpretations for Collaborative Filtering. CoRR (2017)
Andrew Ruef, Michael W. Hicks, James Parker, Dave Levin, Michelle L. Mazurek, Piotr Mardziel
Build It, Break It, Fix It: Contesting Secure Development. CoRR (2016)
Andrew Ruef, Michael W. Hicks, James Parker, Dave Levin, Michelle L. Mazurek, Piotr Mardziel
Build It, Break It, Fix It: Contesting Secure Development. CCS (2016)
M. H. R. Khouzani, Piotr Mardziel, Carlos Cid, Mudhakar Srivatsa
Picking vs. Guessing Secrets: A Game-Theoretic Analysis (Technical Report). CoRR (2015)
M. H. R. Khouzani, Piotr Mardziel, Carlos Cid, Mudhakar Srivatsa
Picking vs. Guessing Secrets: A Game-Theoretic Analysis. CSF (2015)
Piotr Mardziel, Mário S. Alvim, Michael W. Hicks, Michael R. Clarkson
Quantifying Information Flow for Dynamic Secrets. IEEE Symposium on Security and Privacy (2014)
Aseem Rastogi, Piotr Mardziel, Michael Hicks, Matthew A. Hammer
Knowledge inference for optimizing secure multi-party computation. PLAS (2013)
Piotr Mardziel, Stephen Magill, Michael Hicks, Mudhakar Srivatsa
Dynamic enforcement of knowledge-based security policies using probabilistic abstract interpretation. J. Comput. Secur. 21 (4) (2013)
Piotr Mardziel, Michael Hicks, Jonathan Katz, Mudhakar Srivatsa
Knowledge-oriented secure multiparty computation. PLAS (2012)
Piotr Mardziel, Stephen Magill, Michael Hicks, Mudhakar Srivatsa
Dynamic Enforcement of Knowledge-Based Security Policies. CSF (2011)

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Publication Activity (10 Years)

Top Topics

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Piotr Mardziel