Matches in SemOpenAlex for { <https://semopenalex.org/work/W3012234704> ?p ?o ?g. }
Showing items 1 to 70 of
70
with 100 items per page.
- W3012234704 abstract "The internet of thing (IoT) has become a widespread phenomenon that has resulted in an exponential growth in data. The increase in the number of devices connected to the internet has raised a lot of security issues and privacy concerns. Users are susceptible to many forms of cyber-attacks; which could affect the functionality of their devices and their power signature. In this paper, we are proposing the usage of Hidden Markov Model (HMM) to model the power consumption patterns of IoT sensor nodes. Using such model, we were able to detect anomalies in the system's behavior and thus, identifying attacks and classifying them. Using the training data, a detection threshold is computed to differentiate between normal and anomalous behavior. A series of tests were performed on the algorithm using false data injection and the effect of varying HMM parameters is studied. Finally, alterations to the IoT sensor node's functionality are made to mimic the effect of an attack. The method was found to be successful in identifying attacks, trojans and malfunctions as well as, detecting the type of change that has occurred in the system's performance." @default.
- W3012234704 created "2020-03-23" @default.
- W3012234704 creator A5007821080 @default.
- W3012234704 creator A5065810787 @default.
- W3012234704 date "2019-12-01" @default.
- W3012234704 modified "2023-09-25" @default.
- W3012234704 title "On Detecting IoT Power Signature Anomalies using Hidden Markov Model (HMM)" @default.
- W3012234704 cites W2010314082 @default.
- W3012234704 cites W2040438738 @default.
- W3012234704 cites W2042615690 @default.
- W3012234704 cites W2086021758 @default.
- W3012234704 cites W2125838338 @default.
- W3012234704 cites W2319817292 @default.
- W3012234704 cites W2480734751 @default.
- W3012234704 doi "https://doi.org/10.1109/icm48031.2019.9021483" @default.
- W3012234704 hasPublicationYear "2019" @default.
- W3012234704 type Work @default.
- W3012234704 sameAs 3012234704 @default.
- W3012234704 citedByCount "6" @default.
- W3012234704 countsByYear W30122347042012 @default.
- W3012234704 countsByYear W30122347042022 @default.
- W3012234704 countsByYear W30122347042023 @default.
- W3012234704 crossrefType "proceedings-article" @default.
- W3012234704 hasAuthorship W3012234704A5007821080 @default.
- W3012234704 hasAuthorship W3012234704A5065810787 @default.
- W3012234704 hasConcept C119857082 @default.
- W3012234704 hasConcept C153180895 @default.
- W3012234704 hasConcept C154945302 @default.
- W3012234704 hasConcept C163836022 @default.
- W3012234704 hasConcept C196956702 @default.
- W3012234704 hasConcept C23224414 @default.
- W3012234704 hasConcept C2524010 @default.
- W3012234704 hasConcept C2779696439 @default.
- W3012234704 hasConcept C33923547 @default.
- W3012234704 hasConcept C38652104 @default.
- W3012234704 hasConcept C41008148 @default.
- W3012234704 hasConcept C54907487 @default.
- W3012234704 hasConcept C81860439 @default.
- W3012234704 hasConcept C98763669 @default.
- W3012234704 hasConceptScore W3012234704C119857082 @default.
- W3012234704 hasConceptScore W3012234704C153180895 @default.
- W3012234704 hasConceptScore W3012234704C154945302 @default.
- W3012234704 hasConceptScore W3012234704C163836022 @default.
- W3012234704 hasConceptScore W3012234704C196956702 @default.
- W3012234704 hasConceptScore W3012234704C23224414 @default.
- W3012234704 hasConceptScore W3012234704C2524010 @default.
- W3012234704 hasConceptScore W3012234704C2779696439 @default.
- W3012234704 hasConceptScore W3012234704C33923547 @default.
- W3012234704 hasConceptScore W3012234704C38652104 @default.
- W3012234704 hasConceptScore W3012234704C41008148 @default.
- W3012234704 hasConceptScore W3012234704C54907487 @default.
- W3012234704 hasConceptScore W3012234704C81860439 @default.
- W3012234704 hasConceptScore W3012234704C98763669 @default.
- W3012234704 hasLocation W30122347041 @default.
- W3012234704 hasOpenAccess W3012234704 @default.
- W3012234704 hasPrimaryLocation W30122347041 @default.
- W3012234704 hasRelatedWork W1980578514 @default.
- W3012234704 hasRelatedWork W2104114157 @default.
- W3012234704 hasRelatedWork W2144938464 @default.
- W3012234704 hasRelatedWork W2161328464 @default.
- W3012234704 hasRelatedWork W2316449557 @default.
- W3012234704 hasRelatedWork W2350115929 @default.
- W3012234704 hasRelatedWork W2382132287 @default.
- W3012234704 hasRelatedWork W4302561434 @default.
- W3012234704 hasRelatedWork W4313547211 @default.
- W3012234704 hasRelatedWork W1542903750 @default.
- W3012234704 isParatext "false" @default.
- W3012234704 isRetracted "false" @default.
- W3012234704 magId "3012234704" @default.
- W3012234704 workType "article" @default.