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Extracurricular Learning: Knowledge Transfer Beyond Empirical Distribution.

, , , and . CVPR Workshops, page 3032-3042. Computer Vision Foundation / IEEE, (2021)

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COINN: Crypto/ML Codesign for Oblivious Inference via Neural Networks., , , and . CCS, page 3266-3281. ACM, (2021)Lanturn: Measuring Economic Security of Smart Contracts Through Adaptive Learning., , , , , and . CCS, page 1212-1226. ACM, (2023)CuRTAIL: ChaRacterizing and Thwarting AdversarIal Deep Learning., , , , and . IEEE Trans. Dependable Secur. Comput., 18 (2): 736-752 (2021)Machine Learning-Assisted E-jet Printing of Organic Flexible Biosensors., , , , , , and . CoRR, (2021)AutoRank: Automated Rank Selection for Effective Neural Network Customization., , and . IEEE J. Emerg. Sel. Topics Circuits Syst., 11 (4): 611-619 (2021)AccHashtag: Accelerated Hashing for Detecting Fault-Injection Attacks on Embedded Neural Networks., , and . ACM J. Emerg. Technol. Comput. Syst., 19 (1): 7:1-7:20 (January 2023)RoVISQ: Reduction of Video Service Quality via Adversarial Attacks on Deep Learning-based Video Compression., , , and . NDSS, The Internet Society, (2023)Trojan Signatures in DNN Weights., , , , and . ICCVW, page 12-20. IEEE, (2021)Assured deep learning: practical defense against adversarial attacks., , , , and . ICCAD, page 20. ACM, (2018)SWNet: Small-World Neural Networks and Rapid Convergence., , and . CoRR, (2019)