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Privacy-Preserving Federated Neural Architecture Search With Enhanced ...

https://cis.temple.edu/~jiewu/research/publications/Publication_files/Privacy-Preserving_Federated_Neural_Architecture_Search_With_Enhanced_Robustness_for_Edge_Computing.pdf

Abstract—With the development of large-scale artificial intelli-gence services, edge devices are becoming essential providers of data and computing power. However, these edge devices are not immune to malicious attacks. Federated learning (FL), while pro-tecting privacy of decentralized data through secure aggregation, struggles to trace adversaries and lacks optimization for hetero-geneity ...

CRC_AU2832_C01.tex - cis.temple.edu

https://cis.temple.edu/~wu/research/publications/Publication_files/handbook-part1.pdf

The 19 chapters in this section cover a wide range of topics across multiple layers: MAC (part of the data link layer), network, and applications. One chapter is devoted to the cross-layer architecture for ad hoc wireless networks. Several chapters deal with various efficient and scalable routing, including multicasting and geocasting, in ad hoc wireless networks. One chapter discusses routing ...

Mastering Online Discussion Board Facilitation

https://teaching.temple.edu/sites/teaching/files/resource/pdf/MasteringOnlineDiscussionBoardFacilitation.pdf

Introduction Discussion boards, or threaded discussions, are one of the most commonly used tools in online teaching. Discussion forums provide the ability for asynchronous discussion to occur over a period of time. The ability to learn asynchro-nously is one of the primary benefits of online learning. Students are able to reflect upon their ideas before sharing them with the class, leading to ...

Shape Descriptors for Non-rigidShapes with a Single Closed Contour

https://cis.temple.edu/~latecki/Papers/cvpr00.pdf

Abstract The Core Experiment CE-Shape-1 for shape descriptors performed for the MPEG-7 standard gave a unique oppor-tunity to compare various shape descriptors for non-rigid shapes with a single closed contour. There are two main dif-ferences with respect to other comparison results reported in the literature: (1) For each shape descriptor, the exper-iments were carried out by an institute ...