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From Traces to Packets:Realistic Deep Learning Based Multi-Tab Website Fingerprinting Attacks: 《Tsinghua Science and Technology》2025年第2期830-850,共21页Haoyu Yin Yingjian Liu Zhongwen Guo Yu Wang; supported partially by the National Natural Science Foundation of China(Nos.62172378,61572448,and 61827810);by the National Key Research and Development Program of China(No.2020YFB1707701).; Recent advancements in deep learning(DL)have introduced new security challenges in the form of side-channel attacks.A prime example is the website fingerprinting attack(WFA),which targets anonymity networks like Tor,e...; 关键词：website fingerprinting multi-tab website fingerprinting anonymity network deep learning side-channel attack

APWF: A Parallel Website Fingerprinting Attack with Attention Mechanism: 《Computers, Materials & Continua》2025年第2期2027-2041,共15页Dawei Xu Min Wang Yue Lv Moxuan Fu Yi Wu Jian Zhao; supported by the National Defense Basic Scientific Research Program of China(No.JCKY2023602C026);the funding of Key Laboratory of Mobile Application Innovation and Governance Technology,Ministry of Industry and Information Technology(2023IFS080601-K).; Website fingerprinting (WF) attacks can reveal information about the websites users browse by de-anonymizing encrypted traffic. Traditional website fingerprinting attack models, focusing solely on a single spatial fea...; 关键词：Website fingerprinting attack transfer learning concept drift

CMAES-WFD:Adversarial Website Fingerprinting Defense Based on Covariance Matrix Adaptation Evolution Strategy: 《Computers, Materials & Continua》2024年第5期2253-2276,共24页Di Wang Yuefei Zhu Jinlong Fei Maohua Guo; the Key JCJQ Program of China:2020-JCJQ-ZD-021-00 and 2020-JCJQ-ZD-024-12.; Website fingerprinting,also known asWF,is a traffic analysis attack that enables local eavesdroppers to infer a user’s browsing destination,even when using the Tor anonymity network.While advanced attacks based on de...; 关键词：Traffic analysis deep neural network adversarial sample TOR website fingerprinting

Film and Television Website Scores Authenticity Verification Based on the Emotional Analysis: 《Journal of Computer and Communications》2024年第2期231-245,共15页Weiyu Tong; Sentiment analysis is a method to identify and understand the emotion in the text through NLP and text analysis. In the era of information technology, there is often a certain error between the comments on the movie w...; 关键词：Bi-LSTM Model Film Review Emotion Analysis Naive Bayes PYTHON Data Crawl

Image Recognition Model of Fraudulent Websites Based on Image Leader Decision and Inception-V3 Transfer Learning: 《China Communications》2024年第1期215-227,共13页Shengli Zhou Cheng Xu Rui Xu Weijie Ding Chao Chen Xiaoyang Xu; supported by the National Social Science Fund of China(23BGL272)。; The fraudulent website image is a vital information carrier for telecom fraud.The efficient and precise recognition of fraudulent website images is critical to combating and dealing with fraudulent websites.Current re...; 关键词：fraudulent website image leaders telecom fraud transfer learning

An Online Website Fingerprinting Defense Based on the Non-Targeted Adversarial Patch被引量：1: 《Tsinghua Science and Technology》2023年第6期1148-1159,共12页Xiaodan Gu Bingchen Song Wei Lan Ming Yang; This work was supported in part by the National Natural Science Foundation of China(Nos.62102084 and 62072103);Jiangsu Provincial Natural Science Foundation of China(No.BK20190340);Jiangsu Provincial Key R&D Program(Nos.BE2021729,BE2022680,and BE2022065-4);Jiangsu Provincial Key Laboratory of Network and Information Security(No.BM2003201);Key Laboratory of Computer Network and Information Integration of Ministry of Education of China(No.93K-9).; Website Fingerprinting(WF)attacks can extract side channel information from encrypted traffic to form a fingerprint that identifies the victim’s destination website,even if traffic is sophisticatedly anonymized by To...; 关键词：website fingerprinting online defense adversarial patch traffic analysis

A Machine Learning Approach for Phishing Attack Detection: 《Journal of Artificial Intelligence and Technology》2023年第3期108-113,共6页Tarun Choudhary Siddhesh Mhapankar Rohit Bhddha Ashish Kharuk Rohini Patil; Phishing is the easiest method for gathering sensitive information from unwary people.Phishers seek to get private data including passwords,login information,and bank account details.Cyber security experts are activel...; 关键词：legitimate machine learning MALICIOUS PHISHING URL WEBSITE

Negative Sentiment Shift on a Chinese Movie-Rating Website: 《Journal of Social Computing》2023年第2期168-180,共13页Hongkai Mao; Shifting to negativity is more and more prevalent in online communities and may play a key role in group polarization.While current research indicates a close relationship between group polarization and negative senti...; 关键词：computational social science online community group polarization sentiment analysis user engagement negative sentiment

Optimization of the Assessment Method Used in Web Design and Website Construction Course: 《Journal of Contemporary Educational Research》2023年第5期6-10,共5页Yiyong Ye; This work was supported by the 2021 High Quality Curriculum Construction and Innovation and Entrepreneurship Education Reform Project for Undergraduate Education at the School Level:Web Design and Website Construction(Project number:5071700304C8).; In this article,the shortcomings of the existing assessment method used in Web Design and Website Construction course are analyzed,and the assessment method is optimized based on the practice of project-based teaching...; 关键词：Course assessment Web design Project-based teaching

Multimodal Fraudulent Website Identification Method Based on Heterogeneous Model Ensemble: 《China Communications》2023年第5期263-274,共12页Shengli Zhou Linqi Ruan Qingyang Xu Mincheng Chen; supported by Zhejiang Provincial Natural Science Foundation of China(Grant No.LGF20G030001);Ministry of Public Security Science and Technology Plan Project(2022LL16);Key scientific research projects of agricultural and social development in Hangzhou in 2020(202004A06).; The feature analysis of fraudulent websites is of great significance to the combat,prevention and control of telecom fraud crimes.Aiming to address the shortcomings of existing analytical approaches,i.e.single dimensi...; 关键词：telecom fraud crime fraudulent website data fusion deep learning

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