Backdoor Defense in Federated Learning Using Differential Testing and Outlier Detection

Autor: Kim, Yein, Chen, Huili, Koushanfar, Farinaz

The goal of federated learning (FL) is to train one global model by aggregating model parameters updated independently on edge devices without accessing users' private data. However, FL is susceptible to backdoor attacks where a small fraction of mal

Externí odkaz: http://arxiv.org/abs/2202.11196

The Relationship Between Stress, Disability Acceptance, and Quality of Life of People With Physical Disabilities in South Korea: Focused on the Psychosocial Adaptation Model.

Autor: Ju, Hyun-Ju, Lee, Uibin, Kim, Yein, Harley, Debra A.

Publikováno v: Journal of Applied Rehabilitation Counseling; 2024, Vol. 55 Issue 2, p143-156, 14p

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Tento výsledek nelze pro nepřihlášené uživatele zobrazit.
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Discovery-based science education: functional genomic dissection in Drosophila by undergraduate researchers.

Autor: Chen J; Molecular Biology Institute at the University of California, Los Angeles, California, USA., Call GB, Beyer E, Bui C, Cespedes A, Chan A, Chan J, Chan S, Chhabra A, Dang P, Deravanesian A, Hermogeno B, Jen J, Kim E, Lee E, Lewis G, Marshall J, Regalia K, Shadpour F, Shemmassian A, Spivey K, Wells M, Wu J, Yamauchi Y, Yavari A, Abrams A, Abramson A, Amado L, Anderson J, Bashour K, Bibikova E, Bookatz A, Brewer S, Buu N, Calvillo S, Cao J, Chang A, Chang D, Chang Y, Chen Y, Choi J, Chou J, Datta S, Davarifar A, Desai P, Fabrikant J, Farnad S, Fu K, Garcia E, Garrone N, Gasparyan S, Gayda P, Goffstein C, Gonzalez C, Guirguis M, Hassid R, Hong A, Hong J, Hovestreydt L, Hu C, Jamshidian F, Kahen K, Kao L, Kelley M, Kho T, Kim S, Kim Y, Kirkpatrick B, Kohan E, Kwak R, Langenbacher A, Laxamana S, Lee C, Lee J, Lee SY, Lee TH, Lee T, Lezcano S, Lin H, Lin P, Luu J, Luu T, Marrs W, Marsh E, Min S, Minasian T, Misra A, Morimoto M, Moshfegh Y, Murray J, Nguyen C, Nguyen K, Nodado E 2nd, O'Donahue A, Onugha N, Orjiakor N, Padhiar B, Pavel-Dinu M, Pavlenko A, Paz E, Phaklides S, Pham L, Poulose P, Powell R, Pusic A, Ramola D, Ribbens M, Rifai B, Rosselli D, Saakyan M, Saarikoski P, Segura M, Singh R, Singh V, Skinner E, Solomin D, Soneji K, Stageberg E, Stavchanskiy M, Tekchandani L, Thai L, Thiyanaratnam J, Tong M, Toor A, Tovar S, Trangsrud K, Tsang WY, Uemura M, Unkovic M, Vollmer E, Weiss E, Wood D, Wu S, Wu W, Xu Q, Yackle K, Yarosh W, Yee L, Yen G, Alkin G, Go S, Huff DM, Minye H, Paul E, Villarasa N, Milchanowski A, Banerjee U

Publikováno v: PLoS biology [PLoS Biol] 2005 Feb; Vol. 3 (2), pp. e59.