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Piotr Mardziel
Piotr Mardziel
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Verified email at cmu.edu - Homepage
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Cited by
Cited by
Year
Score-CAM: Score-weighted visual explanations for convolutional neural networks
H Wang, Z Wang, M Du, F Yang, Z Zhang, S Ding, P Mardziel, X Hu
Proceedings of the IEEE/CVF conference on computer vision and pattern …, 2020
9542020
Gender bias in neural natural language processing
K Lu, P Mardziel, F Wu, P Amancharla, A Datta
Logic, language, and security: essays dedicated to Andre Scedrov on the …, 2020
3362020
Build it, break it, fix it: Contesting secure development
A Ruef, M Hicks, J Parker, D Levin, ML Mazurek, P Mardziel
Proceedings of the 2016 ACM SIGSAC Conference on Computer and Communications …, 2016
752016
Proxy non-discrimination in data-driven systems
A Datta, M Fredrikson, G Ko, P Mardziel, S Sen
arXiv preprint arXiv:1707.08120, 2017
712017
Use privacy in data-driven systems: Theory and experiments with machine learnt programs
A Datta, M Fredrikson, G Ko, P Mardziel, S Sen
Proceedings of the 2017 ACM SIGSAC conference on Computer and Communications …, 2017
542017
Dynamic enforcement of knowledge-based security policies
P Mardziel, S Magill, M Hicks, M Srivatsa
2011 IEEE 24th Computer Security Foundations Symposium, 114-128, 2011
512011
Quantifying information flow for dynamic secrets
P Mardziel, MS Alvim, M Hicks, MR Clarkson
2014 IEEE Symposium on Security and Privacy, 540-555, 2014
502014
Smoothed geometry for robust attribution
Z Wang, H Wang, S Ramkumar, P Mardziel, M Fredrikson, A Datta
Advances in neural information processing systems 33, 13623-13634, 2020
482020
Dynamic enforcement of knowledge-based security policies using probabilistic abstract interpretation
P Mardziel, S Magill, M Hicks, M Srivatsa
Journal of Computer Security 21 (4), 463-532, 2013
442013
An information-theoretic quantification of discrimination with exempt features
S Dutta, P Venkatesh, P Mardziel, A Datta, P Grover
Proceedings of the AAAI Conference on Artificial Intelligence 34 (04), 3825-3833, 2020
342020
Knowledge inference for optimizing secure multi-party computation
A Rastogi, P Mardziel, M Hicks, MA Hammer
Proceedings of the Eighth ACM SIGPLAN workshop on Programming languages and …, 2013
332013
Knowledge-oriented secure multiparty computation
P Mardziel, M Hicks, J Katz, M Srivatsa
Proceedings of the 7th Workshop on Programming Languages and Analysis for …, 2012
232012
Evaluating design tradeoffs in numeric static analysis for java
S Wei, P Mardziel, A Ruef, JS Foster, M Hicks
Programming Languages and Systems: 27th European Symposium on Programming …, 2018
222018
Interpreting interpretations: Organizing attribution methods by criteria
Z Wang, P Mardziel, A Datta, M Fredrikson
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2020
162020
Fairness under feature exemptions: Counterfactual and observational measures
S Dutta, P Venkatesh, P Mardziel, A Datta, P Grover
IEEE Transactions on Information Theory 67 (10), 6675-6710, 2021
152021
Build it, break it, fix it: Contesting secure development
J Parker, M Hicks, A Ruef, ML Mazurek, D Levin, D Votipka, P Mardziel, ...
ACM Transactions on Privacy and Security (TOPS) 23 (2), 1-36, 2020
142020
Picking vs. guessing secrets: A game-theoretic analysis
MHR Khouzani, P Mardziel, C Cid, M Srivatsa
2015 IEEE 28th Computer Security Foundations Symposium, 243-257, 2015
142015
Influence patterns for explaining information flow in bert
K Lu, Z Wang, P Mardziel, A Datta
Advances in Neural Information Processing Systems 34, 4461-4474, 2021
122021
Score-CAM: Score-weighted visual explanations for convolutional neural networks. arXiv 2019
H Wang, Z Wang, M Du, F Yang, Z Zhang, S Ding, P Mardziel, X Hu
arXiv preprint arXiv:1910.01279, 1910
101910
Influence paths for characterizing subject-verb number agreement in LSTM language models
K Lu, P Mardziel, K Leino, M Fedrikson, A Datta
arXiv preprint arXiv:2005.01190, 2020
92020
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