Piotr Mardziel

40 papers A* 8A 3Journal 20Unranked 6
YearRankTypeTitle / Venue / Authors
2024 J jnl
De-amplifying Bias from Differential Privacy in Language Model Fine-tuning.
CoRR
Sanjari Srivastava, Piotr Mardziel, Zhikhun Zhang, Archana Ahlawat, Anupam Datta, John C. Mitchell
2021 J jnl
Fairness Under Feature Exemptions: Counterfactual and Observational Measures.
IEEE Trans. Inf. Theory
Sanghamitra Dutta, Praveen Venkatesh, Piotr Mardziel, Anupam Datta, Pulkit Grover
2021 A* conf
Influence Patterns for Explaining Information Flow in BERT.
NeurIPS
Kaiji Lu, Zifan Wang, Piotr Mardziel, Anupam Datta
2020 J jnl
Abstracting Influence Paths for Explaining (Contextualization of) BERT Models.
CoRR
Kaiji Lu, Zifan Wang, Piotr Mardziel, Anupam Datta
2020 A* conf
An Information-Theoretic Quantification of Discrimination with Exempt Features.
AAAI
Sanghamitra Dutta, Praveen Venkatesh, Piotr Mardziel, Anupam Datta, Pulkit Grover
2020 J jnl
Build It, Break It, Fix It: Contesting Secure Development.
ACM Trans. Priv. Secur.
James Parker, Michael Hicks, Andrew Ruef, Michelle L. Mazurek, Dave Levin, Daniel Votipka, Piotr Mardziel, Kelsey R. Fulton
2020 J jnl
Fairness Under Feature Exemptions: Counterfactual and Observational Measures.
CoRR
Sanghamitra Dutta, Praveen Venkatesh, Piotr Mardziel, Anupam Datta, Pulkit Grover
2020 — conf
Gender Bias in Neural Natural Language Processing.
Logic, Language, and Security
Kaiji Lu, Piotr Mardziel, Fangjing Wu, Preetam Amancharla, Anupam Datta
2020 A* conf
Influence Paths for Characterizing Subject-Verb Number Agreement in LSTM Language Models.
ACL
Kaiji Lu, Piotr Mardziel, Klas Leino, Matt Fredrikson, Anupam Datta
2020 J jnl
Influence Paths for Characterizing Subject-Verb Number Agreement in LSTM Language Models.
CoRR
Kaiji Lu, Piotr Mardziel, Klas Leino, Matt Fredrikson, Anupam Datta
2020 — conf
Interpreting Interpretations: Organizing Attribution Methods by Criteria.
CVPR Workshops
Zifan Wang, Piotr Mardziel, Anupam Datta, Matt Fredrikson
2020 J jnl
Interpreting Interpretations: Organizing Attribution Methods by Criteria.
CoRR
Zifan Wang, Piotr Mardziel, Anupam Datta, Matt Fredrikson
2020 — ch.
Probabilistic Abstract Interpretation: Sound Inference and Application to Privacy.
Foundations of Probabilistic Programming
José Manuel Calderón Trilla, Michael Hicks, Stephen Magill, Piotr Mardziel, Ian Sweet
2020 — conf
Score-CAM: Score-Weighted Visual Explanations for Convolutional Neural Networks.
CVPR Workshops
Haofan Wang, Zifan Wang, Mengnan Du, Fan Yang, Zijian Zhang, Sirui Ding, Piotr Mardziel, Xia Hu
2020 A* conf
Smoothed Geometry for Robust Attribution.
NeurIPS
Zifan Wang, Haofan Wang, Shakul Ramkumar, Piotr Mardziel, Matt Fredrikson, Anupam Datta
2020 J jnl
Smoothed Geometry for Robust Attribution.
CoRR
Zifan Wang, Haofan Wang, Shakul Ramkumar, Matt Fredrikson, Piotr Mardziel, Anupam Datta
2020 J jnl
Towards Behavior-Level Explanation for Deep Reinforcement Learning.
CoRR
Xuan Chen, Zifan Wang, Yucai Fan, Bonan Jin, Piotr Mardziel, Carlee Joe-Wong, Anupam Datta
2019 J jnl
Build It, Break It, Fix It: Contesting Secure Development.
CoRR
James Parker, Michael Hicks, Andrew Ruef, Michelle L. Mazurek, Dave Levin, Daniel Votipka, Piotr Mardziel, Kelsey R. Fulton
2019 A* conf
PLAS 2019: ACM SIGSAC Workshop on Programming Languages and Analysis for Security.
CCS
Piotr Mardziel, Niki Vazou
2019 — ed.
Proceedings of the 14th ACM SIGSAC Workshop on Programming Languages and Analysis for Security, CCS 2019, London, United Kingdom, November 11-15, 2019
PLAS@CCS
Piotr Mardziel, Niki Vazou
2018 A conf
Evaluating Design Tradeoffs in Numeric Static Analysis for Java.
ESOP
Shiyi Wei, Piotr Mardziel, Andrew Ruef, Jeffrey S. Foster, Michael Hicks
2018 J jnl
Evaluating Design Tradeoffs in Numeric Static Analysis for Java.
CoRR
Shiyi Wei, Piotr Mardziel, Andrew Ruef, Jeffrey S. Foster, Michael Hicks
2018 J jnl
Gender Bias in Neural Natural Language Processing.
CoRR
Kaiji Lu, Piotr Mardziel, Fangjing Wu, Preetam Amancharla, Anupam Datta
2018 J jnl
Supervising Feature Influence.
CoRR
Shayak Sen, Piotr Mardziel, Anupam Datta, Matthew Fredrikson
2017 J jnl
Latent Factor Interpretations for Collaborative Filtering.
CoRR
Anupam Datta, Sophia Kovaleva, Piotr Mardziel, Shayak Sen
2017 J jnl
Proxy Non-Discrimination in Data-Driven Systems.
CoRR
Anupam Datta, Matt Fredrikson, Gihyuk Ko, Piotr Mardziel, Shayak Sen
2017 — conf
Quantifying Vulnerability of Secret Generation Using Hyper-Distributions.
POST
Mário S. Alvim, Piotr Mardziel, Michael W. Hicks
2017 J jnl
Quantifying vulnerability of secret generation using hyper-distributions (extended version).
CoRR
Mário S. Alvim, Piotr Mardziel, Michael W. Hicks
2017 A* conf
Use Privacy in Data-Driven Systems: Theory and Experiments with Machine Learnt Programs.
CCS
Anupam Datta, Matthew Fredrikson, Gihyuk Ko, Piotr Mardziel, Shayak Sen
2017 J jnl
Use Privacy in Data-Driven Systems: Theory and Experiments with Machine Learnt Programs.
CoRR
Anupam Datta, Matthew Fredrikson, Gihyuk Ko, Piotr Mardziel, Shayak Sen
2016 A* conf
Build It, Break It, Fix It: Contesting Secure Development.
CCS
Andrew Ruef, Michael W. Hicks, James Parker, Dave Levin, Michelle L. Mazurek, Piotr Mardziel
2016 J jnl
Build It, Break It, Fix It: Contesting Secure Development.
CoRR
Andrew Ruef, Michael W. Hicks, James Parker, Dave Levin, Michelle L. Mazurek, Piotr Mardziel
2015 — —
Modeling, Quantifying, and Limiting Adversary Knowledge.
Piotr Mardziel
2015 J jnl
Picking vs. Guessing Secrets: A Game-Theoretic Analysis (Technical Report).
CoRR
M. H. R. Khouzani, Piotr Mardziel, Carlos Cid, Mudhakar Srivatsa
2015 A conf
Picking vs. Guessing Secrets: A Game-Theoretic Analysis.
CSF
M. H. R. Khouzani, Piotr Mardziel, Carlos Cid, Mudhakar Srivatsa
2014 A* conf
Quantifying Information Flow for Dynamic Secrets.
IEEE Symposium on Security and Privacy
Piotr Mardziel, Mário S. Alvim, Michael W. Hicks, Michael R. Clarkson
2013 J jnl
Dynamic enforcement of knowledge-based security policies using probabilistic abstract interpretation.
J. Comput. Secur.
Piotr Mardziel, Stephen Magill, Michael Hicks, Mudhakar Srivatsa
2013 — conf
Knowledge inference for optimizing secure multi-party computation.
PLAS
Aseem Rastogi, Piotr Mardziel, Michael Hicks, Matthew A. Hammer
2012 — conf
Knowledge-oriented secure multiparty computation.
PLAS
Piotr Mardziel, Michael Hicks, Jonathan Katz, Mudhakar Srivatsa
2011 A conf
Dynamic Enforcement of Knowledge-Based Security Policies.
CSF
Piotr Mardziel, Stephen Magill, Michael Hicks, Mudhakar Srivatsa