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Piotr Mardziel
Piotr Mardziel
Scientist, Truera
Verified email at cmu.edu - Homepage
Title
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
2772020
Gender bias in neural natural language processing
K Lu, P Mardziel, F Wu, P Amancharla, A Datta
Logic, Language, and Security, 189-202, 2020
1612020
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
702016
Proxy non-discrimination in data-driven systems
A Datta, M Fredrikson, G Ko, P Mardziel, S Sen
arXiv preprint arXiv:1707.08120, 2017
572017
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
522011
Quantifying information flow for dynamic secrets
P Mardziel, MS Alvim, M Hicks, MR Clarkson
2014 IEEE Symposium on Security and Privacy, 540-555, 2014
482014
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
442017
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
412013
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
292013
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
222012
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
202020
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
182020
Evaluating design tradeoffs in numeric static analysis for Java
S Wei, P Mardziel, A Ruef, JS Foster, M Hicks
European Symposium on Programming, 653-682, 2018
182018
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 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
82020
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
82020
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
82020
Build it break it: Measuring and comparing development security
A Ruef, M Hicks, J Parker, D Levin, A Memon, J Plane, P Mardziel
8th Workshop on Cyber Security Experimentation and Test (CSET 15), 2015
72015
Supervising feature influence
S Sen, P Mardziel, A Datta, M Fredrikson
arXiv preprint arXiv:1803.10815, 2018
62018
Adversary gain vs. defender loss in quantified information flow
P Mardziel, MS Alvim, M Hicks
Workshop on Foundations of Computer Security (FCS), 2014
52014
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Articles 1–20