Daniel Cullina

Dimensionality Reduction as a Defense against Evasion Attacks on Machine Learning Classifiers.

Arjun Nitin Bhagoji, Daniel Cullina, Prateek Mittal · arXiv (Cornell University) · 2017 · 104 citations · Full text

Engineering, Machine Learning, Evasion Technique +19

Enhancing robustness of machine learning systems via data transformations

Arjun Nitin Bhagoji, Daniel Cullina, Chawin Sitawarin et al. · 2018 · 72 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +22

Improved Achievability and Converse Bounds for Erdos-Renyi Graph Matching

Daniel Cullina, Negar Kiyavash · 2016 · 67 citations

Graph Sparsity, Engineering, Network Analysis +16

Searching for Minimum Storage Regenerating Codes

Daniel Cullina, Alexandros G. Dimakis, Tracey Ho · arXiv (Cornell University) · 2009 · 64 citations · Full text

Engineering, Storage Management, Computer Architecture +16

Analyzing the Robustness of Open-World Machine Learning

Vikash Sehwag, Arjun Nitin Bhagoji, Liwei Song et al. · 2019 · 57 citations · Full text

Artificial Intelligence, Open-world Machine Learning, Ood Inputs +15