Search Results - "Xing, Junchi"
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Machine learning based malicious payload identification in software-defined networking
Published in Journal of network and computer applications (15-10-2021)“…Deep packet inspection (DPI) has been extensively investigated in software-defined networking (SDN) as complicated attacks may intractably inject malicious…”
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Journal Article -
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Efficient middlebox scaling for virtualized intrusion prevention systems in software-defined networks
Published in Science China. Information sciences (01-08-2022)Get full text
Journal Article -
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A Deep ConvNet-Based Countermeasure to Mitigate Link Flooding Attacks Using Software-Defined Networks
Published in 2019 IEEE Symposium on Computers and Communications (ISCC) (01-06-2019)“…Recently, link flooding attacks (LFA) have been observed as a serious threat for cutting off the Internet connectivity through congesting critical links. A LFA…”
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Conference Proceeding -
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Detecting Anomalies in Encrypted Traffic via Deep Dictionary Learning
Published in IEEE INFOCOM 2020 - IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS) (01-07-2020)“…The widely used encryption of network traffic poses a great challenge to anomaly detection. Currently, the supervised and semi-supervised solutions suffer from…”
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Conference Proceeding -
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Hiding and Trapping: A Deceptive Approach for Defending against Network Reconnaissance with Software-Defined Network
Published in 2019 IEEE 38th International Performance Computing and Communications Conference (IPCCC) (01-10-2019)“…Network reconnaissance aims at gathering as much information as possible before an attack is launched. Meanwhile, static host address configuration facilitates…”
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Conference Proceeding -
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FastScale: Fast Scaling Out of Network Functions
Published in IEEE INFOCOM 2020 - IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS) (01-07-2020)“…Scaling out network functions (NFs) offers great flexibility and elasticity to the management of service function chains (SFCs). However, existing solutions…”
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Conference Proceeding -
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Machine Learning based Malicious Payload Identification in Software-Defined Networking
Published 04-01-2021“…Deep packet inspection (DPI) has been extensively investigated in software-defined networking (SDN) as complicated attacks may intractably inject malicious…”
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Journal Article -
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AsIDPS: Auto-Scaling Intrusion Detection and Prevention System for Cloud
Published in 2018 25th International Conference on Telecommunications (ICT) (01-06-2018)“…Distributed Denial-of-Service (DDoS) attack has been a "nightmare" for cloud. A countermeasure is to establish an Intrusion Detection and Prevention System…”
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Conference Proceeding