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ShadowNet: A Secure and Efficient System for On-device Model Inference
On-device machine learning (ML) is getting more and more popular as fast...
11/11/2020 ∙ by Zhichuang Sun, et al. ∙
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SoK: Attacks on Industrial Control Logic and Formal Verification-Based Defenses
Control logic programs play a critical role in industrial control system...
06/09/2020 ∙ by Ruimin Sun, et al. ∙
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Mind Your Weight(s): A Large-scale Study on Insufficient Machine Learning Model Protection in Mobile Apps
On-device machine learning (ML) is quickly gaining popularity among mobi...
02/18/2020 ∙ by Zhichuang Sun, et al. ∙
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Leveraging Uncertainty for Effective Malware Mitigation
A promising avenue for improving the effectiveness of behavioral-based m...
02/07/2018 ∙ by Ruimin Sun, et al. ∙
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Learning Fast and Slow: PROPEDEUTICA for Real-time Malware Detection
In this paper, we introduce and evaluate PROPEDEUTICA, a novel methodolo...
12/04/2017 ∙ by Ruimin Sun, et al. ∙
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