Runzi Zhang

A Survey of Frequency-Aware Deepfake Detection: Methods, Trends, and Challenges

Chen Tao Zhou, Lei Chen, Runzi Zhang, Li Hong Shen et autres

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Apmp: APT attack detection in few-shot scenarios based on entity potential relations

Jiacheng Li, Tong Li, Runzi Zhang, Zilong Wan et autres

Abstract With the rapid development of information technology, advanced persistent threats (APTs) have led to numerous serious data breaches and information system disruptions, causing immense losses to governments, businesses, and individuals. APT attack activities are usually carried out stealthily and often require …

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Multifunctional thermosensitive hydrogel for synergistic antibacterial, anti-inflammatory and osteogenic effects to promote periodontal regeneration in periodontitis treatment

Long Wang, Mingxi Wang, Runzi Zhang, Wanmeng Wang et autres

Abstract Periodontal disease therapy faces complex pathological challenges, including persistent anaerobic bacterial infection, excessive inflammatory activation and impaired alveolar bone regeneration. Monofunctional biomaterials thus fail to meet comprehensive clinical needs. Herein, we developed a multifunctional thermosensitive hydrogel delivery system. By encapsulating polydopamine-coated …

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Antimony Exposure Promotes Periodontitis by Activating Ferroptosis Pathway

Yongmiao Zhou, Yuan Fang, Runzi Zhang, Jingchan Wang et autres

BACKGROUND: Growing evidence indicates a correlation between heavy metal exposure and various diseases. However, studies examining the impact of heavy metal exposure on periodontitis remain limited. The research investigated potential links between heavy metal exposure and periodontal disease development. METHODS: Using the …

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Enterprise Threat Detection with Explainable AI for Cloud-Network Convergence

Fangying Wu, Xingwang Huang, Qiefu Wuri, Dujuan Gu et autres

With the rapid development of cloud-network convergence, alert data processing has become a critical task in intelligent cloud-network operations and maintenance. Enterprise threat detection systems serve as a vital defense against cyberattacks. However, due to well-known challenges such as massive unlabeled data, …

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Author response for "Antimony Exposure Promotes Periodontitis by Activating Ferroptosis Pathway"

Yongmiao Zhou, Fang Yuan, Runzi Zhang, Jingchan Wang et autres

A Context-Aware Clustering Approach for Assisting Operators in Classifying Security Alerts

Tong Li, Runzi Zhang, Zhao Jin, Mingkai Tong et autres

Modern software has evolved from delivering software products to web services and applications, which need to be protected by security operation centers (SOC) against ubiquitous cyber attacks. Numerous security alerts are continuously generated every day, which have to be efficiently and correctly …

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VCRLog: Variable Contents Relationship Perception for Log-based Anomaly Detection

Jinyuan Wang, Tong Li, Runzi Zhang, Zifang Tang et autres

Log-based anomaly detection is crucial for software reliability assurance. System logs are semi-structured data containing constant and variable contents, both of which can provide valuable features for anomaly detection. Due to variables being heterogeneous and discrete, there is a lack of effective …

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Detecting APT attacks using an attack intent-driven and sequence-based learning approach

Hao Yue, Tong Li, Di Wu, Runzi Zhang et autres

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APM: An Attack Path-based Method for APT Attack Detection on Few-Shot Learning

Jiacheng Li, Tong Li, Runzi Zhang, Di Wu et autres

Advanced persistent threat (APT) attack leverages various intelligence-gathering techniques to obtain sensitive and critical information, imposing increasing threats to modern software enterprises. However, due to the persistent presence of APT attacks, it is difficult to effectively analyze a large amount of audit …

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Survival after radiofrequency ablation and/or chemotherapy for lung cancer and pulmonary metastases: a systematic review and meta-analysis

Ziyi Yang, Xia Lyu, Huilin Yang, Bingbing Wang et autres

Background: Radiofrequency ablation (RFA) and chemotherapy are used to treat lung cancer or pulmonary metastases, but no direct comparison of overall survival (OS) has been published. The present study aimed to assess the OS of RFA and/or chemotherapy in patients with lung …

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LogTracer: Efficient Anomaly Tracing Combining System Log Detection and Provenance Graph

Weina Niu, Zhenqi Yu, Zimu Li, Beibei Li et autres

Information systems have penetrated into all areas of social life, however, unknown threats represented by APT attacks pose serious challenges to their security. In recent years, approaches based on log analysis and provenance graph have been extensively used in the anomaly detection …

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