學(xué)科專業(yè)(學(xué)術(shù)型/專業(yè)型):網(wǎng)絡(luò)空間安全,計(jì)算機(jī)技術(shù)
網(wǎng)絡(luò)安全威脅智能檢測與積極防御、人工智能安全、數(shù)據(jù)安全隱私保護(hù)
中國科學(xué)院青促會會員、中國科學(xué)院特別研究助理,承擔(dān)中科院網(wǎng)絡(luò)空間安全戰(zhàn)略性先導(dǎo)科技專項(xiàng)課題,組織實(shí)施中科院信息化專項(xiàng)、中科院網(wǎng)信專項(xiàng)先期建設(shè)項(xiàng)目、中科院網(wǎng)絡(luò)安全保障體系建設(shè)工程項(xiàng)目、中國科協(xié)網(wǎng)絡(luò)攻擊溯源監(jiān)測分析項(xiàng)目,參與科學(xué)數(shù)據(jù)安全技術(shù)及基礎(chǔ)技術(shù)標(biāo)準(zhǔn)研究、CNNIC域名服務(wù)體系網(wǎng)絡(luò)安全態(tài)勢感知平臺建設(shè)項(xiàng)目。
1.Jinxia Wei, Chun Long, Jiawei Li, Jing Zhao,An intrusion detection algorithm based on ensemble SVM with bag representation,Concurrency and Computation: Practice and Experience, 2020.
2.Jinxia Wei, Chun Long, Wei Wan, Jing Zhao, Guanyao Du and Fan Yang, An Effective Intrusion Detection Model based on Random Forest Algorithm with I-SMOTE, 23rd International Conference on Enterprise Information Systems, 2021.
3.Jinxia Wei, Chun Long, Wei Wan, Jing Zhao and Guanyao Du, An Effective RF-Based Intrusion Detection Algorithm with Feature Reduction and Transformation, 21rd International Conference on Enterprise Information Systems, 2019.
4.Wei Wan, Xin Shi, Jinxia Wei, Jing Zhao, Chun Long, ELSV: An Effective Anomaly Detection System from Web Access Logs,IEEE IPCCC 2021.
5.Chun Long, JianPing Xiao, Jinxia Wei, Jing Zhao, Wei Wan, Guanyao Du, Autoencoder ensembles for network intrusion detection, The 24th International Conference on Advanced Communications Technology, 2022.
6.魏金俠,龍春,付豪,等?;谠鰪?qiáng)嵌入特征超圖學(xué)習(xí)的惡意域名檢測方法[J]。計(jì)算機(jī)研究與發(fā)展,2024.
7.付豪,龍春,宮良一,魏金俠,黃潘,林延中,孫德剛?;谡Z義圖學(xué)習(xí)的惡意域名檢測技術(shù)[J]。計(jì)算機(jī)研究與發(fā)展,2025.