FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2941460045> ?p ?o ?g. }

• W2941460045 abstract "In the vast usage of internet nowadays, the rate of cybercrime such as fraud, hacking, identity theft, network intrusion, software piracy and espionage are becoming more critical. Malware code writers used this chance to create malware that able to breach the security and gain access to the information. Hence, the importance of malware detection system becoming more significant as the users need the protection from the malware threats. Most of malware detection systems implement signature based classification where only known malware can be detected. Nowadays, new malwares are able to change its signature sequence regularly in order to avoid detection. This polymorphic malware becomes the limitation for signature based detection approach. This project aim is to proposed signature-based detection approach that able to detect polymorphic malware by using Naive Bayes algorithm. The integration of the classifier architecture onto FPGA board in order to measures the performances of the system. The feature from network traffic subset to Snort signature detection of known malware and benign samples are extracted using overlapping Ngram string format. The data set is then being used for training and testing for the classifier. The classifier for the malware detection used Naive Bayes algorithm that using Bayesian Theorem probability for the features in the data set to determine types of the flow. The model is then being implemented into hardware FPGA architecture and being coded in RTL. The target FPGA that being used in Vivado software is Xilinx Virtex-7 VC709 that able to support the system requirements. The hardware performance of the model was analyzed and compared with the Naive Bayes software classifier for the performance evaluation. The proposed hardware NB malware detection classifier has managed to achieve 96.3% accuracy and improved FPR rate of 3.1%. The hardware NB malware detection classifier on FPGA architecture also able to achieve better resource utilization and improved detection speed of 0.13 μs per flow." @default.
• W2941460045 created "2019-05-03" @default.
• W2941460045 creator A5041729064 @default.
• W2941460045 creator A5052778122 @default.
• W2941460045 date "2018-01-01" @default.
• W2941460045 modified "2023-09-23" @default.
• W2941460045 title "FPGA implementation of naive bayes classifier for network security" @default.
• W2941460045 cites W101596157 @default.
• W2941460045 cites W101893524 @default.
• W2941460045 cites W1487207002 @default.
• W2941460045 cites W1490509368 @default.
• W2941460045 cites W1544837488 @default.
• W2941460045 cites W1565379513 @default.
• W2941460045 cites W1583484179 @default.
• W2941460045 cites W1594784410 @default.
• W2941460045 cites W1595564425 @default.
• W2941460045 cites W192227941 @default.
• W2941460045 cites W1961331320 @default.
• W2941460045 cites W2034329000 @default.
• W2941460045 cites W2066220442 @default.
• W2941460045 cites W2090868254 @default.
• W2941460045 cites W2091676564 @default.
• W2941460045 cites W2099053789 @default.
• W2941460045 cites W2099312541 @default.
• W2941460045 cites W2100816432 @default.
• W2941460045 cites W2103679044 @default.
• W2941460045 cites W2117312834 @default.
• W2941460045 cites W2121138944 @default.
• W2941460045 cites W2129650357 @default.
• W2941460045 cites W2132874238 @default.
• W2941460045 cites W2143188228 @default.
• W2941460045 cites W2144112223 @default.
• W2941460045 cites W2164463255 @default.
• W2941460045 cites W2214916291 @default.
• W2941460045 cites W2284807380 @default.
• W2941460045 cites W2539582590 @default.
• W2941460045 cites W2614419969 @default.
• W2941460045 cites W2638718630 @default.
• W2941460045 cites W2773042115 @default.
• W2941460045 cites W2792499566 @default.
• W2941460045 cites W2964051315 @default.
• W2941460045 cites W3098640816 @default.
• W2941460045 cites W349770100 @default.
• W2941460045 cites W2003202741 @default.
• W2941460045 cites W2158557632 @default.
• W2941460045 cites W2488048529 @default.
• W2941460045 hasPublicationYear "2018" @default.
• W2941460045 type Work @default.
• W2941460045 sameAs 2941460045 @default.
• W2941460045 citedByCount "0" @default.
• W2941460045 crossrefType "dissertation" @default.
• W2941460045 hasAuthorship W2941460045A5041729064 @default.
• W2941460045 hasAuthorship W2941460045A5052778122 @default.
• W2941460045 hasConcept C119857082 @default.
• W2941460045 hasConcept C12267149 @default.
• W2941460045 hasConcept C124101348 @default.
• W2941460045 hasConcept C149635348 @default.
• W2941460045 hasConcept C154945302 @default.
• W2941460045 hasConcept C182590292 @default.
• W2941460045 hasConcept C2780741293 @default.
• W2941460045 hasConcept C35525427 @default.
• W2941460045 hasConcept C38652104 @default.
• W2941460045 hasConcept C41008148 @default.
• W2941460045 hasConcept C42935608 @default.
• W2941460045 hasConcept C52001869 @default.
• W2941460045 hasConcept C541664917 @default.
• W2941460045 hasConcept C84525096 @default.
• W2941460045 hasConcept C95623464 @default.
• W2941460045 hasConceptScore W2941460045C119857082 @default.
• W2941460045 hasConceptScore W2941460045C12267149 @default.
• W2941460045 hasConceptScore W2941460045C124101348 @default.
• W2941460045 hasConceptScore W2941460045C149635348 @default.
• W2941460045 hasConceptScore W2941460045C154945302 @default.
• W2941460045 hasConceptScore W2941460045C182590292 @default.
• W2941460045 hasConceptScore W2941460045C2780741293 @default.
• W2941460045 hasConceptScore W2941460045C35525427 @default.
• W2941460045 hasConceptScore W2941460045C38652104 @default.
• W2941460045 hasConceptScore W2941460045C41008148 @default.
• W2941460045 hasConceptScore W2941460045C42935608 @default.
• W2941460045 hasConceptScore W2941460045C52001869 @default.
• W2941460045 hasConceptScore W2941460045C541664917 @default.
• W2941460045 hasConceptScore W2941460045C84525096 @default.
• W2941460045 hasConceptScore W2941460045C95623464 @default.
• W2941460045 hasLocation W29414600451 @default.
• W2941460045 hasOpenAccess W2941460045 @default.
• W2941460045 hasPrimaryLocation W29414600451 @default.
• W2941460045 hasRelatedWork W2135814109 @default.
• W2941460045 hasRelatedWork W2157734500 @default.
• W2941460045 hasRelatedWork W2162792873 @default.
• W2941460045 hasRelatedWork W2191468669 @default.
• W2941460045 hasRelatedWork W2557105261 @default.
• W2941460045 hasRelatedWork W2807415350 @default.
• W2941460045 hasRelatedWork W2897024610 @default.
• W2941460045 hasRelatedWork W2902612505 @default.
• W2941460045 hasRelatedWork W2946031322 @default.
• W2941460045 hasRelatedWork W2966341190 @default.
• W2941460045 hasRelatedWork W2967107104 @default.
• W2941460045 hasRelatedWork W2984949169 @default.
• W2941460045 hasRelatedWork W3015935355 @default.
• W2941460045 hasRelatedWork W3126643594 @default.

• next