Pareto Regret Analyses in Multi-objective Multi-armed Bandit
Authors: Mengfan Xu, Diego Klabjan | Published: 2022-12-01 | Updated: 2023-05-30
Online Learning
Do you pay for Privacy in Online learning?
Authors: Amartya Sanyal, Giorgia Ramponi | Published: 2022-10-10
An Online Ensemble Learning Model for Detecting Attacks in Wireless Sensor Networks
Authors: Hiba Tabbaa, Samir Ifzarne, Imad Hafidi | Published: 2022-04-28
Accumulative Poisoning Attacks on Real-time Data
Authors: Tianyu Pang, Xiao Yang, Yinpeng Dong, Hang Su, Jun Zhu | Published: 2021-06-18 | Updated: 2021-10-26
Filtering DDoS Attacks from Unlabeled Network Traffic Data Using Online Deep Learning
Authors: Wesley Joon-Wie Tann, Jackie Tan Jin Wei, Joanna Purba, Ee-Chien Chang | Published: 2020-12-12
Automatic Model Monitoring for Data Streams
Authors: Fábio Pinto, Marco O. P. Sampaio, Pedro Bizarro | Published: 2019-08-12
Exploring Connections Between Active Learning and Model Extraction
Authors: Varun Chandrasekaran, Kamalika Chaudhuri, Irene Giacomelli, Somesh Jha, Songbai Yan | Published: 2018-11-05 | Updated: 2019-11-20
Active Deep Learning Attacks under Strict Rate Limitations for Online API Calls
Authors: Yi Shi, Yalin E. Sagduyu, Kemal Davaslioglu, Jason H. Li | Published: 2018-11-05
Learning to Defend by Learning to Attack
Authors: Haoming Jiang, Zhehui Chen, Yuyang Shi, Bo Dai, Tuo Zhao | Published: 2018-11-03 | Updated: 2021-05-02
Adaptive Fraud Detection System Using Dynamic Risk Features
Authors: Huiying Mao, Yung-wen Liu, Yuting Jia, Jay Nanduri | Published: 2018-10-10