Adversarial concept drift detection under poisoning attacks for robust data stream mining (vol 112, pg 4013, 2023)

被引：0

作者：

Korycki, Lukasz ^{[1
]}

Krawczyk, Bartosz ^{[1
]}

机构：

[1] Virginia Commonwealth Univ, Dept Comp Sci, Richmond, VA 23284 USA

来源：

MACHINE LEARNING | 2024年 / 113卷 / 05期

关键词：

Data stream mining; Robust machine learning; Concept drift; Adversarial learning; Poisoning attacks; Boltzmann machine;

D O I：

10.1007/s10994-023-06459-x

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

引用

页码：3303 / 3304

页数：2

共 10 条

[1] Adversarial concept drift detection under poisoning attacks for robust data stream mining
Łukasz Korycki
Bartosz Krawczyk
Machine Learning, 2023, 112 : 4013 - 4048
[2] Adversarial concept drift detection under poisoning attacks for robust data stream mining
Korycki, Lukasz
Krawczyk, Bartosz
MACHINE LEARNING, 2023, 112 (10) : 4013 - 4048
[3] Correction: Adversarial concept drift detection under poisoning attacks for robust data stream mining
Łukasz Korycki
Bartosz Krawczyk
Machine Learning, 2024, 113 : 3303 - 3304
[4] Concept Drift Detection in Data Stream Mining : A literature review
Agrahari, Supriya
Singh, Anil Kumar
JOURNAL OF KING SAUD UNIVERSITY-COMPUTER AND INFORMATION SCIENCES, 2022, 34 (10) : 9523 - 9540
[5] Combining active learning with concept drift detection for data stream mining
Krawczyk, Bartosz
Pfahringer, Bernhard
Wozniak, Michal
2018 IEEE INTERNATIONAL CONFERENCE ON BIG DATA (BIG DATA), 2018, : 2239 - 2244
[6] Bayesian Nonparametric Unsupervised Concept Drift Detection for Data Stream Mining
Xuan, Junyu
Lu, Jie
Zhang, Guangquan
ACM TRANSACTIONS ON INTELLIGENT SYSTEMS AND TECHNOLOGY, 2021, 12 (01)
[7] Robust Anomaly based Attack Detection in Smart Grids under Data Poisoning Attacks
Bhattacharjee, Shameek
Islam, Mohammad Jaminur
Abedzadeh, Sahar
CPSS'22: PROCEEDINGS OF THE 8TH ACM CYBER-PHYSICAL SYSTEM SECURITY WORKSHOP, 2022, : 3 - 14
[8] An Efficient Concept Drift Detection Method for Streaming Data under Limited Labeling (vol 100, pg 2537, 2017)
Kim, Youngin
Park, Cheong Hee
IEICE TRANSACTIONS ON INFORMATION AND SYSTEMS, 2017, E100D (11): : 2747 - 2747
[9] Real-time feature selection technique with concept drift detection using adaptive micro-clusters for data stream mining
Hammoodi, Mahmood Shakir
Stahl, Frederic
Badii, Atta
KNOWLEDGE-BASED SYSTEMS, 2018, 161 : 205 - 239
[10] Beyond accuracy and precision: a robust deep learning framework to enhance the resilience of face mask detection models against adversarial attacks (vol 15, pg 1, 2024)
sheikh, Burhan Ul Haque
Zafar, Aasim
EVOLVING SYSTEMS, 2023, 15 (3) : 1113 - 1113

← 1 →