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职业迁徙
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My research interests are in the intersection of data privacy, machine learning, and wireless communications. I have worked on a broad spectrum of research problems related to physical layer security, graph analytics, data privacy, and machine learning algorithms. The proposed research focused on addressing four challenges: (1) Study the physical layer security for wireless networks with imperfect channel state information at transmitters, and devising novel secure information transmission schemes under different secrecy constraints, (2) Study a context-aware privacy notion (namely, local information privacy) that relaxes the de facto standard privacy notion, i.e., local differential privacy, and lay down the theoretical foundations of LIP and designing practical context-aware privacy mechanisms in the local setting, (3) Propose novel transmission schemes for machine learning tasks over wireless networks with provable privacy guarantees, and (4) Propose privacy-preserving community detection algorithms for social networks.
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IEEE J. Sel. Areas Inf. Theoryno. 99 (2024): 331-346
IEEE Vehicular Networking Conferencepp.283-289, (2024)
CoRR (2024)
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Egyptian Journal of Chemistryno. 0 (2024): 0-0
ECOTOXICOLOGY AND ENVIRONMENTAL SAFETY (2024): 115993-115993
arxiv(2024)
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