Joseph B. Collins

Publication Activity (10 Years)

Years Active: 1989-2020
Publications (10 Years): 7

Top Topics

Multiple Classifiers

Machine Learning

Image Watermarking Scheme

Top Venues

AAAI Fall Symposium: ALEC

AAAI Fall Symposia

FLAIRS Conference

Publications

Prithviraj Dasgupta, Joseph B. Collins, Michael McCarrick
Improving Costs and Robustness of Machine Learning Classifiers Against Adversarial Attacks via Self Play of Repeated Bayesian Games. FLAIRS Conference (2020)
Prithviraj Dasgupta, Joseph B. Collins, Michael McCarrick
Playing to Learn Better: Repeated Games for Adversarial Learning with Multiple Classifiers. CoRR (2020)
Prithviraj Dasgupta, Joseph B. Collins
A Survey of Game Theoretic Approaches for Adversarial Machine Learning in Cybersecurity Tasks. AI Mag. 40 (2) (2019)
Prithviraj Dasgupta, Joseph B. Collins
A Survey of Game Theoretic Approaches for Adversarial Machine Learning in Cybersecurity Tasks. CoRR (2019)
Prithviraj Dasgupta, Joseph B. Collins, Anna Buhman
Gray-box Techniques for Adversarial Text Generation. AAAI Fall Symposium: ALEC (2018)
Abebaw Tadesse, Joseph B. Collins
Adversarial Training on Word-Char Embedding. AAAI Fall Symposium: ALEC (2018)
Prithviraj Dasgupta, Joseph B. Collins
Position Paper: Towards a Repeated Bayesian Stackelberg Game Model for Robustness Against Adversarial Learning. AAAI Fall Symposia (2017)
Joseph B. Collins
An OpenMath Content Dictionary for Tensor Concepts CoRR (2010)
Joseph B. Collins
An OpenMath Content Dictionary for Tensor Concepts. AISC/MKM/Calculemus (2010)
Joseph B. Collins
OpenMath Content Dictionaries for SI Quantities and Units. Calculemus/MKM (2009)
Joseph B. Collins
A Mathematical Type for Physical Variables. AISC/MKM/Calculemus (2008)
John J. Helferty, Joseph B. Collins, Moshe Kam
A neural network learning strategy for the control of a one-legged hopping machine. ICRA (1989)