Matches in SemOpenAlex for { <https://semopenalex.org/work/W4386214615> ?p ?o ?g. }
Showing items 1 to 76 of
76
with 100 items per page.
- W4386214615 abstract "The wireless cameras have become a major concern in cybersecurity due to privacy breaches. Recent flow based methods for wireless cameras detection have achieved promising results. However, these methods require specialized equipment for deployment and massive labeled data for training, which makes them impractical in real-world scenarios. In this paper, we propose FindSpy, a lightweight wireless camera detection method based on Pre-trained Transformers to address the challenge. By utilizing the air interface technique, FindSpy can obtain data without connecting to the wireless network where the camera is located. Additionally, FindSpy learns air interface WiFi traffic representation by pre-training a traffic representation model from large-scale unlabeled data and fine-tuning it on few labeled data. FindSpy can accurately detect wireless cameras with CNN-LSTM classifier. Extensive experiments show that FindSpy outperforms the state-of-the-art methods on few data. Concretely, FindSpy achieves a detection accuracy of over 98% by analyzing just five data packets." @default.
- W4386214615 created "2023-08-29" @default.
- W4386214615 creator A5014265424 @default.
- W4386214615 creator A5031166654 @default.
- W4386214615 creator A5035095304 @default.
- W4386214615 creator A5051184401 @default.
- W4386214615 creator A5074140059 @default.
- W4386214615 date "2023-07-09" @default.
- W4386214615 modified "2023-10-09" @default.
- W4386214615 title "FindSpy: A Wireless Camera Detection System Based on Pre-Trained Transformers" @default.
- W4386214615 cites W2027515139 @default.
- W4386214615 cites W2550359316 @default.
- W4386214615 cites W2807035766 @default.
- W4386214615 cites W2963748441 @default.
- W4386214615 cites W3007016253 @default.
- W4386214615 cites W3103349363 @default.
- W4386214615 cites W3114936184 @default.
- W4386214615 cites W3155085426 @default.
- W4386214615 cites W3210200882 @default.
- W4386214615 cites W4206779540 @default.
- W4386214615 cites W4226424792 @default.
- W4386214615 doi "https://doi.org/10.1109/iscc58397.2023.10218088" @default.
- W4386214615 hasPublicationYear "2023" @default.
- W4386214615 type Work @default.
- W4386214615 citedByCount "0" @default.
- W4386214615 crossrefType "proceedings-article" @default.
- W4386214615 hasAuthorship W4386214615A5014265424 @default.
- W4386214615 hasAuthorship W4386214615A5031166654 @default.
- W4386214615 hasAuthorship W4386214615A5035095304 @default.
- W4386214615 hasAuthorship W4386214615A5051184401 @default.
- W4386214615 hasAuthorship W4386214615A5074140059 @default.
- W4386214615 hasConcept C105339364 @default.
- W4386214615 hasConcept C108037233 @default.
- W4386214615 hasConcept C111919701 @default.
- W4386214615 hasConcept C119599485 @default.
- W4386214615 hasConcept C127413603 @default.
- W4386214615 hasConcept C154945302 @default.
- W4386214615 hasConcept C158379750 @default.
- W4386214615 hasConcept C165801399 @default.
- W4386214615 hasConcept C31258907 @default.
- W4386214615 hasConcept C41008148 @default.
- W4386214615 hasConcept C555944384 @default.
- W4386214615 hasConcept C66322947 @default.
- W4386214615 hasConcept C76155785 @default.
- W4386214615 hasConcept C79403827 @default.
- W4386214615 hasConceptScore W4386214615C105339364 @default.
- W4386214615 hasConceptScore W4386214615C108037233 @default.
- W4386214615 hasConceptScore W4386214615C111919701 @default.
- W4386214615 hasConceptScore W4386214615C119599485 @default.
- W4386214615 hasConceptScore W4386214615C127413603 @default.
- W4386214615 hasConceptScore W4386214615C154945302 @default.
- W4386214615 hasConceptScore W4386214615C158379750 @default.
- W4386214615 hasConceptScore W4386214615C165801399 @default.
- W4386214615 hasConceptScore W4386214615C31258907 @default.
- W4386214615 hasConceptScore W4386214615C41008148 @default.
- W4386214615 hasConceptScore W4386214615C555944384 @default.
- W4386214615 hasConceptScore W4386214615C66322947 @default.
- W4386214615 hasConceptScore W4386214615C76155785 @default.
- W4386214615 hasConceptScore W4386214615C79403827 @default.
- W4386214615 hasFunder F4320322847 @default.
- W4386214615 hasLocation W43862146151 @default.
- W4386214615 hasOpenAccess W4386214615 @default.
- W4386214615 hasPrimaryLocation W43862146151 @default.
- W4386214615 hasRelatedWork W1969481115 @default.
- W4386214615 hasRelatedWork W2021850411 @default.
- W4386214615 hasRelatedWork W2091999583 @default.
- W4386214615 hasRelatedWork W2293786371 @default.
- W4386214615 hasRelatedWork W2371820339 @default.
- W4386214615 hasRelatedWork W2386317283 @default.
- W4386214615 hasRelatedWork W2980461345 @default.
- W4386214615 hasRelatedWork W3113137637 @default.
- W4386214615 hasRelatedWork W4250238312 @default.
- W4386214615 hasRelatedWork W4312263439 @default.
- W4386214615 isParatext "false" @default.
- W4386214615 isRetracted "false" @default.
- W4386214615 workType "article" @default.