Piotr Mardziel

Score-CAM: Score-Weighted Visual Explanations for Convolutional Neural Networks

Haofan Wang, Zifan Wang, Mengnan Du et al. · 2020 · 1.2K citations

Convolutional Neural Network, Engineering, Machine Learning +16

Score-CAM: Score-Weighted Visual Explanations for Convolutional Neural Networks

Haofan Wang, Zifan Wang, Mengnan Du et al. · arXiv (Cornell University) · 2019 · 93 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +16

Gender Bias in Neural Natural Language Processing

Kaiji Lu, Piotr Mardziel, Fang–Jing Wu et al. · arXiv (Cornell University) · 2018 · 73 citations · Full text

Llm Fine-tuning, Historical Biases, Engineering +18

Use Privacy in Data-Driven Systems

Anupam Datta, Matt Fredrikson, Gihyuk Ko et al. · 2017 · 58 citations

Privacy Protection, Proxy Use, Engineering +22

Quantifying Information Flow for Dynamic Secrets

Piotr Mardziel, Mário S. Alvim, Michael Hicks et al. · 2014 · 49 citations

Engineering, Information Security, Information Leakage +16