Piotr Mardziel

According to our database, Piotr Mardziel authored at least 29 papers between 2011 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

De-amplifying Bias from Differential Privacy in Language Model Fine-tuning.

Sanjari Srivastava, Piotr Mardziel, Zhikhun Zhang, Archana Ahlawat, Anupam Datta, John C. Mitchell

CoRR, 2024

2021

Fairness Under Feature Exemptions: Counterfactual and Observational Measures.

Sanghamitra Dutta, Praveen Venkatesh, Piotr Mardziel, Anupam Datta, Pulkit Grover

IEEE Trans. Inf. Theory, 2021

Influence Patterns for Explaining Information Flow in BERT.

Kaiji Lu, Zifan Wang, Piotr Mardziel, Anupam Datta

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

2020

Build It, Break It, Fix It: Contesting Secure Development.

James Parker, Michael Hicks, Andrew Ruef, Michelle L. Mazurek, Dave Levin, Daniel Votipka, Piotr Mardziel, Kelsey R. Fulton

ACM Trans. Priv. Secur., 2020

Abstracting Influence Paths for Explaining (Contextualization of) BERT Models.

Kaiji Lu, Zifan Wang, Piotr Mardziel, Anupam Datta

CoRR, 2020

Towards Behavior-Level Explanation for Deep Reinforcement Learning.

Xuan Chen, Zifan Wang, Yucai Fan, Bonan Jin, Piotr Mardziel, Carlee Joe-Wong, Anupam Datta

CoRR, 2020

Smoothed Geometry for Robust Attribution.

Zifan Wang, Haofan Wang, Shakul Ramkumar, Piotr Mardziel, Matt Fredrikson, Anupam Datta

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Score-CAM: Score-Weighted Visual Explanations for Convolutional Neural Networks.

Haofan Wang, Zifan Wang, Mengnan Du, Fan Yang, Zijian Zhang, Sirui Ding, Piotr Mardziel, Xia Hu

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Interpreting Interpretations: Organizing Attribution Methods by Criteria.

Zifan Wang, Piotr Mardziel, Anupam Datta, Matt Fredrikson

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Gender Bias in Neural Natural Language Processing.

Kaiji Lu, Piotr Mardziel, Fangjing Wu, Preetam Amancharla, Anupam Datta

Proceedings of the Logic, 2020

Influence Paths for Characterizing Subject-Verb Number Agreement in LSTM Language Models.

Kaiji Lu, Piotr Mardziel, Klas Leino, Matt Fredrikson, Anupam Datta

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

An Information-Theoretic Quantification of Discrimination with Exempt Features.

Sanghamitra Dutta, Praveen Venkatesh, Piotr Mardziel, Anupam Datta, Pulkit Grover

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019

PLAS 2019: ACM SIGSAC Workshop on Programming Languages and Analysis for Security.

Piotr Mardziel, Niki Vazou

Proceedings of the 2019 ACM SIGSAC Conference on Computer and Communications Security, 2019

2018

Supervising Feature Influence.

Shayak Sen, Piotr Mardziel, Anupam Datta, Matthew Fredrikson

CoRR, 2018

Evaluating Design Tradeoffs in Numeric Static Analysis for Java.

Shiyi Wei, Piotr Mardziel, Andrew Ruef, Jeffrey S. Foster, Michael Hicks

Proceedings of the Programming Languages and Systems, 2018

2017

Latent Factor Interpretations for Collaborative Filtering.

Anupam Datta, Sophia Kovaleva, Piotr Mardziel, Shayak Sen

CoRR, 2017

Proxy Non-Discrimination in Data-Driven Systems.

Anupam Datta, Matt Fredrikson, Gihyuk Ko, Piotr Mardziel, Shayak Sen

CoRR, 2017

Quantifying vulnerability of secret generation using hyper-distributions (extended version).

Mário S. Alvim, Piotr Mardziel, Michael W. Hicks

CoRR, 2017

Quantifying Vulnerability of Secret Generation Using Hyper-Distributions.

Mário S. Alvim, Piotr Mardziel, Michael W. Hicks

Proceedings of the Principles of Security and Trust - 6th International Conference, 2017

Use Privacy in Data-Driven Systems: Theory and Experiments with Machine Learnt Programs.

Anupam Datta, Matthew Fredrikson, Gihyuk Ko, Piotr Mardziel, Shayak Sen

Proceedings of the 2017 ACM SIGSAC Conference on Computer and Communications Security, 2017

2016

Build It, Break It, Fix It: Contesting Secure Development.

Andrew Ruef, Michael W. Hicks, James Parker, Dave Levin, Michelle L. Mazurek, Piotr Mardziel

Proceedings of the 2016 ACM SIGSAC Conference on Computer and Communications Security, 2016

2015

Modeling, Quantifying, and Limiting Adversary Knowledge.

Piotr Mardziel

PhD thesis, 2015

Picking vs. Guessing Secrets: A Game-Theoretic Analysis (Technical Report).

M. H. R. Khouzani, Piotr Mardziel, Carlos Cid, Mudhakar Srivatsa

CoRR, 2015

Picking vs. Guessing Secrets: A Game-Theoretic Analysis.

M. H. R. Khouzani, Piotr Mardziel, Carlos Cid, Mudhakar Srivatsa

Proceedings of the IEEE 28th Computer Security Foundations Symposium, 2015

2014

Quantifying Information Flow for Dynamic Secrets.

Piotr Mardziel, Mário S. Alvim, Michael W. Hicks, Michael R. Clarkson

Proceedings of the 2014 IEEE Symposium on Security and Privacy, 2014

2013

Dynamic enforcement of knowledge-based security policies using probabilistic abstract interpretation.

Piotr Mardziel, Stephen Magill, Michael Hicks, Mudhakar Srivatsa

J. Comput. Secur., 2013

Knowledge inference for optimizing secure multi-party computation.

Aseem Rastogi, Piotr Mardziel, Michael Hicks, Matthew A. Hammer

Proceedings of the 2013 ACM SIGPLAN Workshop on Programming Languages and Analysis for Security, 2013

2012

Knowledge-oriented secure multiparty computation.

Piotr Mardziel, Michael Hicks, Jonathan Katz, Mudhakar Srivatsa

Proceedings of the 2012 Workshop on Programming Languages and Analysis for Security, 2012

2011

Dynamic Enforcement of Knowledge-Based Security Policies.

Piotr Mardziel, Stephen Magill, Michael Hicks, Mudhakar Srivatsa

Proceedings of the 24th IEEE Computer Security Foundations Symposium, 2011