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2020 – today
- 2024
[i17]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 abs/2402.04489 (2024)- 2021
- [j3]Sanghamitra Dutta
, Praveen Venkatesh, Piotr Mardziel, Anupam Datta, Pulkit Grover:
Fairness Under Feature Exemptions: Counterfactual and Observational Measures. IEEE Trans. Inf. Theory 67(10): 6675-6710 (2021) - [c17]Kaiji Lu, Zifan Wang, Piotr Mardziel, Anupam Datta:
Influence Patterns for Explaining Information Flow in BERT. NeurIPS 2021: 4461-4474 - 2020
- [j2]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): 10:1-10:36 (2020) - [c16]Sanghamitra Dutta, Praveen Venkatesh, Piotr Mardziel, Anupam Datta, Pulkit Grover:
An Information-Theoretic Quantification of Discrimination with Exempt Features. AAAI 2020: 3825-3833 - [c15]Kaiji Lu, Piotr Mardziel, Klas Leino, Matt Fredrikson, Anupam Datta:
Influence Paths for Characterizing Subject-Verb Number Agreement in LSTM Language Models. ACL 2020: 4748-4757 - [c14]Kaiji Lu, Piotr Mardziel, Fangjing Wu, Preetam Amancharla, Anupam Datta:
Gender Bias in Neural Natural Language Processing. Logic, Language, and Security 2020: 189-202 - [c13]Zifan Wang, Piotr Mardziel, Anupam Datta, Matt Fredrikson:
Interpreting Interpretations: Organizing Attribution Methods by Criteria. CVPR Workshops 2020: 48-55 - [c12]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: 111-119 - [c11]Zifan Wang, Haofan Wang, Shakul Ramkumar, Piotr Mardziel, Matt Fredrikson, Anupam Datta:
Smoothed Geometry for Robust Attribution. NeurIPS 2020 - [i16]Zifan Wang, Piotr Mardziel, Anupam Datta, Matt Fredrikson:
Interpreting Interpretations: Organizing Attribution Methods by Criteria. CoRR abs/2002.07985 (2020) - [i15]Kaiji Lu, Piotr Mardziel, Klas Leino, Matt Fredrikson, Anupam Datta:
Influence Paths for Characterizing Subject-Verb Number Agreement in LSTM Language Models. CoRR abs/2005.01190 (2020) - [i14]Zifan Wang, Haofan Wang, Shakul Ramkumar, Matt Fredrikson, Piotr Mardziel, Anupam Datta:
Smoothed Geometry for Robust Attribution. CoRR abs/2006.06643 (2020) - [i13]Sanghamitra Dutta, Praveen Venkatesh, Piotr Mardziel, Anupam Datta, Pulkit Grover:
Fairness Under Feature Exemptions: Counterfactual and Observational Measures. CoRR abs/2006.07986 (2020) - [i12]Xuan Chen, Zifan Wang, Yucai Fan, Bonan Jin, Piotr Mardziel, Carlee Joe-Wong, Anupam Datta:
Towards Behavior-Level Explanation for Deep Reinforcement Learning. CoRR abs/2009.08507 (2020) - [i11]Kaiji Lu, Zifan Wang, Piotr Mardziel, Anupam Datta:
Abstracting Influence Paths for Explaining (Contextualization of) BERT Models. CoRR abs/2011.00740 (2020)
2010 – 2019
- 2019
- [c10]Piotr Mardziel, Niki Vazou:
PLAS 2019: ACM SIGSAC Workshop on Programming Languages and Analysis for Security. CCS 2019: 2715 - [e1]Piotr Mardziel, Niki Vazou:
Proceedings of the 14th ACM SIGSAC Workshop on Programming Languages and Analysis for Security, CCS 2019, London, United Kingdom, November 11-15, 2019. ACM 2019, ISBN 978-1-4503-6836-0 [contents] - [i10]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 abs/1907.01679 (2019) - 2018
- [c9]Shiyi Wei, Piotr Mardziel, Andrew Ruef, Jeffrey S. Foster, Michael Hicks:
Evaluating Design Tradeoffs in Numeric Static Analysis for Java. ESOP 2018: 653-682 - [i9]Shiyi Wei, Piotr Mardziel, Andrew Ruef, Jeffrey S. Foster, Michael Hicks:
Evaluating Design Tradeoffs in Numeric Static Analysis for Java. CoRR abs/1802.08927 (2018) - [i8]Shayak Sen, Piotr Mardziel, Anupam Datta, Matthew Fredrikson:
Supervising Feature Influence. CoRR abs/1803.10815 (2018) - [i7]Kaiji Lu, Piotr Mardziel, Fangjing Wu, Preetam Amancharla, Anupam Datta:
Gender Bias in Neural Natural Language Processing. CoRR abs/1807.11714 (2018) - 2017
- [c8]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: 1193-1210 - [c7]Mário S. Alvim, Piotr Mardziel, Michael W. Hicks:
Quantifying Vulnerability of Secret Generation Using Hyper-Distributions. POST 2017: 26-48 - [i6]Mário S. Alvim, Piotr Mardziel, Michael W. Hicks:
Quantifying vulnerability of secret generation using hyper-distributions (extended version). CoRR abs/1701.04174 (2017) - [i5]Anupam Datta, Matthew Fredrikson, Gihyuk Ko, Piotr Mardziel, Shayak Sen:
Use Privacy in Data-Driven Systems: Theory and Experiments with Machine Learnt Programs. CoRR abs/1705.07807 (2017) - [i4]Anupam Datta, Matt Fredrikson, Gihyuk Ko, Piotr Mardziel, Shayak Sen:
Proxy Non-Discrimination in Data-Driven Systems. CoRR abs/1707.08120 (2017) - [i3]Anupam Datta, Sophia Kovaleva, Piotr Mardziel, Shayak Sen:
Latent Factor Interpretations for Collaborative Filtering. CoRR abs/1711.10816 (2017) - 2016
- [c6]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: 690-703 - [i2]Andrew Ruef, Michael W. Hicks, James Parker, Dave Levin, Michelle L. Mazurek, Piotr Mardziel:
Build It, Break It, Fix It: Contesting Secure Development. CoRR abs/1606.01881 (2016) - 2015
- [b1]Piotr Mardziel:
Modeling, Quantifying, and Limiting Adversary Knowledge. University of Maryland, College Park, MD, USA, 2015 - [c5]M. H. R. Khouzani, Piotr Mardziel, Carlos Cid, Mudhakar Srivatsa:
Picking vs. Guessing Secrets: A Game-Theoretic Analysis. CSF 2015: 243-257 - [i1]M. H. R. Khouzani, Piotr Mardziel, Carlos Cid, Mudhakar Srivatsa:
Picking vs. Guessing Secrets: A Game-Theoretic Analysis (Technical Report). CoRR abs/1505.02325 (2015) - 2014
- [c4]Piotr Mardziel, Mário S. Alvim, Michael W. Hicks, Michael R. Clarkson:
Quantifying Information Flow for Dynamic Secrets. IEEE Symposium on Security and Privacy 2014: 540-555 - 2013
- [j1]Piotr Mardziel, Stephen Magill, Michael Hicks, Mudhakar Srivatsa:
Dynamic enforcement of knowledge-based security policies using probabilistic abstract interpretation. J. Comput. Secur. 21(4): 463-532 (2013) - [c3]Aseem Rastogi, Piotr Mardziel, Michael Hicks, Matthew A. Hammer:
Knowledge inference for optimizing secure multi-party computation. PLAS 2013: 3-14 - 2012
- [c2]Piotr Mardziel, Michael Hicks, Jonathan Katz, Mudhakar Srivatsa:
Knowledge-oriented secure multiparty computation. PLAS 2012: 2 - 2011
- [c1]Piotr Mardziel, Stephen Magill, Michael Hicks, Mudhakar Srivatsa:
Dynamic Enforcement of Knowledge-Based Security Policies. CSF 2011: 114-128
Coauthor Index
aka: Michael W. Hicks
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