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· Truera

Publications (39)

Score-CAM: Score-Weighted Visual Explanations for Convolutional Neural Networks
2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) · 2019
1,312
cited
Gender Bias in Neural Natural Language Processing
Logic, Language, and Security · 2018
387
cited
Build It, Break It, Fix It: Contesting Secure Development
Conference on Computer and Communications Security · 2016
81
cited
Use Privacy in Data-Driven Systems: Theory and Experiments with Machine Learnt Programs
Conference on Computer and Communications Security · 2017
64
cited
Smoothed Geometry for Robust Attribution
Neural Information Processing Systems · 2020
62
cited
Proxy Non-Discrimination in Data-Driven Systems
2017
57
cited
Quantifying Information Flow for Dynamic Secrets
IEEE Symposium on Security and Privacy · 2014
47
cited
Dynamic Enforcement of Knowledge-Based Security Policies
IEEE Computer Security Foundations Symposium · 2011
41
cited
Dynamic enforcement of knowledge-based security policies using probabilistic abstract interpretation
Journal of computing and security · 2013
38
cited
An Information-Theoretic Quantification of Discrimination with Exempt Features
AAAI Conference on Artificial Intelligence · 2020
33
cited
Knowledge inference for optimizing secure multi-party computation
ACM Workshop on Programming Languages and Analysis for Security · 2013
27
cited
Fairness Under Feature Exemptions: Counterfactual and Observational Measures
IEEE Transactions on Information Theory · 2020
20
cited
Knowledge-oriented secure multiparty computation
ACM Workshop on Programming Languages and Analysis for Security · 2012
20
cited
Influence Patterns for Explaining Information Flow in BERT
Neural Information Processing Systems · 2020
19
cited
Interpreting Interpretations: Organizing Attribution Methods by Criteria
2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) · 2020
19
cited
Evaluating Design Tradeoffs in Numeric Static Analysis for Java
European Symposium on Programming · 2018
15
cited
Influence Paths for Characterizing Subject-Verb Number Agreement in LSTM Language Models
Annual Meeting of the Association for Computational Linguistics · 2020
10
cited
Picking vs. Guessing Secrets: A Game-Theoretic Analysis
IEEE Computer Security Foundations Symposium · 2015
10
cited
Supervising Feature Influence
arXiv.org · 2018
8
cited
Build it break it: measuring and comparing development security
2015
7
cited
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Piotr (Peter) Mardziel | Researcher Profile | Sotabase | Sotabase