Christopher Frederickson

Publication Activity (10 Years)

Years Active: 2016-2019
Publications (10 Years): 7

Top Topics

Detecting Malicious

Buffer Overflow

Covariate Shift

Class Imbalance

Top Venues

Publications

Muhammad Umer, Christopher Frederickson, Robi Polikar
Vulnerability of Covariate Shift Adaptation Against Malicious Poisoning Attacks. IJCNN (2019)
Christopher Frederickson, Michael Moore, Glenn Dawson, Robi Polikar
Attack Strength vs. Detectability Dilemma in Adversarial Machine Learning. IJCNN (2018)
Christopher Frederickson, Robi Polikar
Resampling Techniques for Learning Under Extreme Verification Latency with Class Imbalance. IJCNN (2018)
Muhammad Umer, Christopher Frederickson, Robi Polikar
Adversarial Poisoning of Importance Weighting in Domain Adaptation. SSCI (2018)
Christopher Frederickson, Michael Moore, Glenn Dawson, Robi Polikar
Attack Strength vs. Detectability Dilemma in Adversarial Machine Learning. CoRR (2018)
Muhammad Umer, Robi Polikar, Christopher Frederickson
LEVELIW: Learning extreme verification latency with importance weighting. IJCNN (2017)
Muhammad Umer, Christopher Frederickson, Robi Polikar
Learning under extreme verification latency quickly: FAST COMPOSE. SSCI (2016)