Matches in SemOpenAlex for { <https://semopenalex.org/work/W3044769982> ?p ?o ?g. }
Showing items 1 to 100 of
100
with 100 items per page.
- W3044769982 abstract ". In today’s world, cyber attack is one of the major issues concerning the organizations that deal with technologies like cloud computing, big data, IoT etc. In the area of cyber security, intrusion detection system (IDS) plays a crucial role to identify suspicious activities in the network traffic. Over the past few years, a lot of research has been done in this area but in the current scenario, network attacks are diversifying in both volume and variety. In this regard, this research article proposes a novel IDS where a combination of information gain and decision tree algorithm has been used for the purpose of dimension reduction and classification. For experimental purpose the NSL-KDD dataset has been used. Initially out of 41 features present in the dataset only 5 high information gain valued features are selected for classification purpose. The applicability of the selected features are evaluated through various machine learning based algorithms. The experimental result shows that the decision tree based algorithm records highest recognition accuracy among all the classifiers. Based on the initial classification result a novel methodology based on decision tree has been further developed which is capable of identifying multiple attacks by analyzing the packets of various transactions in real time." @default.
- W3044769982 created "2020-07-29" @default.
- W3044769982 creator A5003636421 @default.
- W3044769982 creator A5006621858 @default.
- W3044769982 creator A5032288798 @default.
- W3044769982 creator A5060195952 @default.
- W3044769982 creator A5079993367 @default.
- W3044769982 date "2020-07-09" @default.
- W3044769982 modified "2023-09-23" @default.
- W3044769982 title "<strong>A Decision Tree Based Intrusion Detection System for Identification of Malicious Web Attacks</strong>" @default.
- W3044769982 cites W1587081593 @default.
- W3044769982 cites W1677464440 @default.
- W3044769982 cites W1933110306 @default.
- W3044769982 cites W2061951830 @default.
- W3044769982 cites W2087016914 @default.
- W3044769982 cites W2136087862 @default.
- W3044769982 cites W2187651840 @default.
- W3044769982 cites W2250670532 @default.
- W3044769982 cites W2342408547 @default.
- W3044769982 cites W2744338514 @default.
- W3044769982 cites W2783291475 @default.
- W3044769982 cites W2904235330 @default.
- W3044769982 cites W2966084718 @default.
- W3044769982 cites W3140706010 @default.
- W3044769982 cites W3189926200 @default.
- W3044769982 doi "https://doi.org/10.20944/preprints202007.0191.v1" @default.
- W3044769982 hasPublicationYear "2020" @default.
- W3044769982 type Work @default.
- W3044769982 sameAs 3044769982 @default.
- W3044769982 citedByCount "5" @default.
- W3044769982 countsByYear W30447699822021 @default.
- W3044769982 countsByYear W30447699822022 @default.
- W3044769982 crossrefType "posted-content" @default.
- W3044769982 hasAuthorship W3044769982A5003636421 @default.
- W3044769982 hasAuthorship W3044769982A5006621858 @default.
- W3044769982 hasAuthorship W3044769982A5032288798 @default.
- W3044769982 hasAuthorship W3044769982A5060195952 @default.
- W3044769982 hasAuthorship W3044769982A5079993367 @default.
- W3044769982 hasBestOaLocation W30447699821 @default.
- W3044769982 hasConcept C111919701 @default.
- W3044769982 hasConcept C113174947 @default.
- W3044769982 hasConcept C116834253 @default.
- W3044769982 hasConcept C119857082 @default.
- W3044769982 hasConcept C124101348 @default.
- W3044769982 hasConcept C134306372 @default.
- W3044769982 hasConcept C136197465 @default.
- W3044769982 hasConcept C154945302 @default.
- W3044769982 hasConcept C158379750 @default.
- W3044769982 hasConcept C169258074 @default.
- W3044769982 hasConcept C202185110 @default.
- W3044769982 hasConcept C2983203078 @default.
- W3044769982 hasConcept C33923547 @default.
- W3044769982 hasConcept C35525427 @default.
- W3044769982 hasConcept C38652104 @default.
- W3044769982 hasConcept C41008148 @default.
- W3044769982 hasConcept C5481197 @default.
- W3044769982 hasConcept C59822182 @default.
- W3044769982 hasConcept C75684735 @default.
- W3044769982 hasConcept C79974875 @default.
- W3044769982 hasConcept C84525736 @default.
- W3044769982 hasConcept C86803240 @default.
- W3044769982 hasConceptScore W3044769982C111919701 @default.
- W3044769982 hasConceptScore W3044769982C113174947 @default.
- W3044769982 hasConceptScore W3044769982C116834253 @default.
- W3044769982 hasConceptScore W3044769982C119857082 @default.
- W3044769982 hasConceptScore W3044769982C124101348 @default.
- W3044769982 hasConceptScore W3044769982C134306372 @default.
- W3044769982 hasConceptScore W3044769982C136197465 @default.
- W3044769982 hasConceptScore W3044769982C154945302 @default.
- W3044769982 hasConceptScore W3044769982C158379750 @default.
- W3044769982 hasConceptScore W3044769982C169258074 @default.
- W3044769982 hasConceptScore W3044769982C202185110 @default.
- W3044769982 hasConceptScore W3044769982C2983203078 @default.
- W3044769982 hasConceptScore W3044769982C33923547 @default.
- W3044769982 hasConceptScore W3044769982C35525427 @default.
- W3044769982 hasConceptScore W3044769982C38652104 @default.
- W3044769982 hasConceptScore W3044769982C41008148 @default.
- W3044769982 hasConceptScore W3044769982C5481197 @default.
- W3044769982 hasConceptScore W3044769982C59822182 @default.
- W3044769982 hasConceptScore W3044769982C75684735 @default.
- W3044769982 hasConceptScore W3044769982C79974875 @default.
- W3044769982 hasConceptScore W3044769982C84525736 @default.
- W3044769982 hasConceptScore W3044769982C86803240 @default.
- W3044769982 hasLocation W30447699821 @default.
- W3044769982 hasOpenAccess W3044769982 @default.
- W3044769982 hasPrimaryLocation W30447699821 @default.
- W3044769982 hasRelatedWork W213977334 @default.
- W3044769982 hasRelatedWork W2182961129 @default.
- W3044769982 hasRelatedWork W2361311404 @default.
- W3044769982 hasRelatedWork W2395995927 @default.
- W3044769982 hasRelatedWork W2801851070 @default.
- W3044769982 hasRelatedWork W3156604633 @default.
- W3044769982 hasRelatedWork W3168850895 @default.
- W3044769982 hasRelatedWork W4285406884 @default.
- W3044769982 hasRelatedWork W4289229669 @default.
- W3044769982 hasRelatedWork W2107210621 @default.
- W3044769982 isParatext "false" @default.
- W3044769982 isRetracted "false" @default.
- W3044769982 magId "3044769982" @default.
- W3044769982 workType "article" @default.