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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...
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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...
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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...
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Leveraging Uncertainty for Effective Malware Mitigation
A promising avenue for improving the effectiveness of behavioral-based m...
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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...
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Ruimin Sun
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