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You Do (Not) Belong Here: Detecting DPI Evasion Attacks with Context Learning
As Deep Packet Inspection (DPI) middleboxes become increasingly popular,...
11/03/2020 ∙ by Shitong Zhu, et al. ∙
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Measurement-driven Security Analysis of Imperceptible Impersonation Attacks
The emergence of Internet of Things (IoT) brings about new security chal...
08/26/2020 ∙ by Shasha Li, et al. ∙
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Connecting the Dots: Detecting Adversarial Perturbations Using Context Inconsistency
There has been a recent surge in research on adversarial perturbations t...
07/19/2020 ∙ by Shasha Li, et al. ∙
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A4 : Evading Learning-based Adblockers
Efforts by online ad publishers to circumvent traditional ad blockers to...
01/29/2020 ∙ by Shitong Zhu, et al. ∙
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Adversarial Perturbations Against Real-Time Video Classification Systems
Recent research has demonstrated the brittleness of machine learning sys...
07/02/2018 ∙ by Shasha Li, et al. ∙
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Drug-drug Interaction Extraction via Recurrent Neural Network with Multiple Attention Layers
Drug-drug interaction (DDI) is a vital information when physicians and p...
05/09/2017 ∙ by Zibo Yi, et al. ∙
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