Matches in SemOpenAlex for { <https://semopenalex.org/work/W4313307328> ?p ?o ?g. }
Showing items 1 to 92 of
92
with 100 items per page.
- W4313307328 abstract "Identifying the video in the network traffic is in fact a tough challenge for researchers. Recent studies on video identification in the network traffic use many different assumptions that increase the difficulty of practical deployment of the techniques. This study proposes an attack using a Convolutional Neural Network for video identification in the network traffic and also targets assumptions to understand their effects on the accuracy of the attack. Two basic assumptions are targeted in this work: (1) Time of starting the videos at the client and previous samples in the dataset used for training of models should be same and (2) all normalization techniques for normalizing features before feeding them to the classifier will work equally. The results show that even if the video starts playing from any random position, the convolutional neural network can identify the video with high accuracy of 95%. There is no restriction of the exact match between the start time of the video in the client and in the samples used for training. Moreover, max normalization technique provides better accuracy with the model than sigmoid function." @default.
- W4313307328 created "2023-01-06" @default.
- W4313307328 creator A5004447380 @default.
- W4313307328 creator A5074668532 @default.
- W4313307328 creator A5078487772 @default.
- W4313307328 creator A5078890649 @default.
- W4313307328 date "2022-08-16" @default.
- W4313307328 modified "2023-09-27" @default.
- W4313307328 title "YouTube Video Identification in Encrypted Network Traffic —A Case of Attacking Assumptions" @default.
- W4313307328 cites W197026479 @default.
- W4313307328 cites W2141708177 @default.
- W4313307328 cites W2162452656 @default.
- W4313307328 cites W2793336017 @default.
- W4313307328 cites W2809211034 @default.
- W4313307328 cites W2902920262 @default.
- W4313307328 cites W2917449890 @default.
- W4313307328 cites W2919039456 @default.
- W4313307328 cites W2939518202 @default.
- W4313307328 cites W2946816317 @default.
- W4313307328 cites W2949600091 @default.
- W4313307328 cites W2955506470 @default.
- W4313307328 cites W2964526105 @default.
- W4313307328 cites W2985248042 @default.
- W4313307328 cites W3023568338 @default.
- W4313307328 cites W3035952106 @default.
- W4313307328 cites W3045474099 @default.
- W4313307328 cites W3048461626 @default.
- W4313307328 cites W3097387069 @default.
- W4313307328 cites W3100532166 @default.
- W4313307328 cites W3115674042 @default.
- W4313307328 cites W3159668953 @default.
- W4313307328 cites W3198998462 @default.
- W4313307328 cites W4211118398 @default.
- W4313307328 doi "https://doi.org/10.1109/ibcast54850.2022.9990455" @default.
- W4313307328 hasPublicationYear "2022" @default.
- W4313307328 type Work @default.
- W4313307328 citedByCount "0" @default.
- W4313307328 crossrefType "proceedings-article" @default.
- W4313307328 hasAuthorship W4313307328A5004447380 @default.
- W4313307328 hasAuthorship W4313307328A5074668532 @default.
- W4313307328 hasAuthorship W4313307328A5078487772 @default.
- W4313307328 hasAuthorship W4313307328A5078890649 @default.
- W4313307328 hasConcept C116834253 @default.
- W4313307328 hasConcept C119857082 @default.
- W4313307328 hasConcept C124101348 @default.
- W4313307328 hasConcept C136886441 @default.
- W4313307328 hasConcept C144024400 @default.
- W4313307328 hasConcept C148730421 @default.
- W4313307328 hasConcept C154945302 @default.
- W4313307328 hasConcept C19165224 @default.
- W4313307328 hasConcept C2781317605 @default.
- W4313307328 hasConcept C31258907 @default.
- W4313307328 hasConcept C41008148 @default.
- W4313307328 hasConcept C50644808 @default.
- W4313307328 hasConcept C59822182 @default.
- W4313307328 hasConcept C81363708 @default.
- W4313307328 hasConcept C81388566 @default.
- W4313307328 hasConcept C86803240 @default.
- W4313307328 hasConcept C95623464 @default.
- W4313307328 hasConceptScore W4313307328C116834253 @default.
- W4313307328 hasConceptScore W4313307328C119857082 @default.
- W4313307328 hasConceptScore W4313307328C124101348 @default.
- W4313307328 hasConceptScore W4313307328C136886441 @default.
- W4313307328 hasConceptScore W4313307328C144024400 @default.
- W4313307328 hasConceptScore W4313307328C148730421 @default.
- W4313307328 hasConceptScore W4313307328C154945302 @default.
- W4313307328 hasConceptScore W4313307328C19165224 @default.
- W4313307328 hasConceptScore W4313307328C2781317605 @default.
- W4313307328 hasConceptScore W4313307328C31258907 @default.
- W4313307328 hasConceptScore W4313307328C41008148 @default.
- W4313307328 hasConceptScore W4313307328C50644808 @default.
- W4313307328 hasConceptScore W4313307328C59822182 @default.
- W4313307328 hasConceptScore W4313307328C81363708 @default.
- W4313307328 hasConceptScore W4313307328C81388566 @default.
- W4313307328 hasConceptScore W4313307328C86803240 @default.
- W4313307328 hasConceptScore W4313307328C95623464 @default.
- W4313307328 hasLocation W43133073281 @default.
- W4313307328 hasOpenAccess W4313307328 @default.
- W4313307328 hasPrimaryLocation W43133073281 @default.
- W4313307328 hasRelatedWork W2337926734 @default.
- W4313307328 hasRelatedWork W2381176432 @default.
- W4313307328 hasRelatedWork W2961085424 @default.
- W4313307328 hasRelatedWork W2986507176 @default.
- W4313307328 hasRelatedWork W3027997911 @default.
- W4313307328 hasRelatedWork W4225852842 @default.
- W4313307328 hasRelatedWork W4287776258 @default.
- W4313307328 hasRelatedWork W4312501200 @default.
- W4313307328 hasRelatedWork W4366224123 @default.
- W4313307328 hasRelatedWork W1629725936 @default.
- W4313307328 isParatext "false" @default.
- W4313307328 isRetracted "false" @default.
- W4313307328 workType "article" @default.