| 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 | 495 | 2020 |
| 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 | 215 | 2020 |
| 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 | 74 | 2016 |
| Proxy non-discrimination in data-driven systems A Datta, M Fredrikson, G Ko, P Mardziel, S Sen arXiv preprint arXiv:1707.08120, 2017 | 60 | 2017 |
| 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 | 51 | 2011 |
| 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 | 49 | 2017 |
| Quantifying information flow for dynamic secrets P Mardziel, MS Alvim, M Hicks, MR Clarkson 2014 IEEE Symposium on Security and Privacy, 540-555, 2014 | 48 | 2014 |
| 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 | 43 | 2013 |
| 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 | 35 | 2020 |
| 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 | 30 | 2013 |
| 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 | 22 | 2012 |
| 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 | 21 | 2020 |
| 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 | 20 | 2018 |
| 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 | 14 | 2015 |
| 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 | 13 | 2020 |
| 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 | 8 | 2021 |
| 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 | 8 | 2020 |
| 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 | 8 | 2020 |
| Build it break it: Measuring and comparing development security A Ruef, M Hicks, J Parker, D Levin, A Memon, J Plane, P Mardziel Workshop on Cyber Security Experimentation and Test (CSET), 2015 | 7 | 2015 |
| 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 | 6 | 2021 |
Anupam DattaProfessor, Electrical and Computer Engineering & Computer Science Departments, CMUVerified email at cmu.edu
