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Head(er)Hunter: fast intrusion detection using packet metadata signatures

Papadogiannaki Eva, Deyannis Dimitris, Ioannidis Sotirios

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URIhttp://purl.tuc.gr/dl/dias/D19DF4C8-8581-4602-ABDE-C945B05E79BE-
Identifierhttps://doi.org/10.1109/CAMAD50429.2020.9209308-
Identifierhttps://ieeexplore.ieee.org/document/9209308-
Languageen-
Extent6 pagesen
TitleHead(er)Hunter: fast intrusion detection using packet metadata signaturesen
CreatorPapadogiannaki Evaen
CreatorDeyannis Dimitrisen
CreatorIoannidis Sotiriosen
CreatorΙωαννιδης Σωτηριοςel
PublisherInstitute of Electrical and Electronics Engineersen
Content SummaryMore than 75% of the Internet traffic is now encrypted, while this percentage is constantly increasing. The majority of communications are secured using common encryption protocols such as SSL/TLS and IPsec to ensure security and protect the privacy of Internet users. Yet, encryption can be exploited to hide malicious activities. Traditionally, network traffic inspection is based on techniques like deep packet inspection (DPI). Common applications for DPI include but are not limited to firewalls, intrusion detection and prevention systems, L7 filtering and packet forwarding. The core functionality of such DPI implementations is based on pattern matching that enables searching for specific strings or regular expressions inside the packet contents. With the widespread adoption of network encryption though, DPI tools that rely on packet payload content are becoming less effective, demanding the development of more sophisticated techniques in order to adapt to current network encryption trends. In this work, we present HeaderHunter, a fast signature-based intrusion detection system even in encrypted network traffic. We generate signatures using only network packet metadata extracted from packet headers. Also, to cope with the ever increasing network speeds, we accelerate the inner computations of our proposed system using off-the-shelf GPUs.en
Type of ItemΔημοσίευση σε Συνέδριοel
Type of ItemConference Publicationen
Licensehttp://creativecommons.org/licenses/by/4.0/en
Date of Item2022-05-03-
Date of Publication2020-
SubjectPayloadsen
SubjectCryptographyen
SubjectPattern matchingen
SubjectIntrusion detectionen
SubjectMetadataen
SubjectEnginesen
SubjectProtocolsen
Bibliographic CitationE. Papadogiannaki, D. Deyannis, and S. Ioannidis, “Head(er)Hunter: fast intrusion detection using packet metadata signatures,” in 2020 IEEE 25th International Workshop on Computer Aided Modeling and Design of Communication Links and Networks (CAMAD), Pisa, Italy, 2020, pp. 1-6, doi: 10.1109/CAMAD50429.2020.9209308.en

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