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Avestimehr, Salman
275  Ergebnisse:
Personensuche X
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1

Frequency Domain Diffusion Model with Scale-Dependent Noise..:

, In: 2024 IEEE International Symposium on Information Theory (ISIT),
Ziashahabi, Amir ; Buyukates, Baturalp ; Sheshmani, Artan.. - p. 19-24 , 2024
Link: https://doi.org/10.1109/..
 
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2

One model to unite them all: Personalized federated learnin..:

Dalmaz, Onat ; Mirza, Muhammad U. ; Elmas, Gokberk...
Medical Image Analysis.  94 (2024)  - p. 103121 , 2024
Link: https://doi.org/10.1016/..
 
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3

Predicting Uncertainty of Generative LLMs with MARS: Meanin..:

, In: 2024 IEEE International Symposium on Information Theory (ISIT),
Bakman, Yavuz Faruk ; Yaldiz, Duygu Nur ; Buyukates, Baturalp... - p. 2033-2037 , 2024
Link: https://doi.org/10.1109/..
 
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4

Embracing Federated Learning: Enabling Weak Client Particip..:

Lee, Sunwoo ; Zhang, Tuo ; Prakash, Saurav..
IEEE Transactions on Mobile Computing.  , 2024
Link: https://doi.org/10.1109/..
 
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5

FedKDD: International Joint Workshop on Federated Learning ..:

, In: Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining,
Hong, Junyuan ; Yang, Carl ; Zhu, Zhuangdi... - p. 6718-6719 , 2024
Link: https://dl.acm.org/doi/1..
 
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6

FedSecurity: A Benchmark for Attacks and Defenses in Federa..:

, In: Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining,
Han, Shanshan ; Buyukates, Baturalp ; Hu, Zijian... - p. 5070-5081 , 2024
Link: https://dl.acm.org/doi/1..
 
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7

Erratum to "LightVeriFL: A Lightweight and Verifiable Secur..:

Buyukates, Baturalp ; So, Jinhyun ; Mahdavifar, Hessam.
IEEE Journal on Selected Areas in Information Theory.  5 (2024)  - p. 570-571 , 2024
Link: https://doi.org/10.1109/..
 
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8

Hawk: Accurate and Fast Privacy-Preserving Machine Learning..:

Saleem, Hamza ; Ziashahabi, Amir ; Naveed, Muhammad.
Proceedings on Privacy Enhancing Technologies.  2024 (2024)  3 - p. 42-58 , 2024
Link: https://doi.org/10.56553..
 
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9

All Rivers Run to the Sea: Private Learning with Asymmetric..:

, In: 2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR),
Niu, Yue ; Ali, Ramy E. ; Prakash, Saurav. - p. 12353-12362 , 2024
Link: https://doi.org/10.1109/..
 
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10

LightVeriFL: A Lightweight and Verifiable Secure Aggregatio..:

Buyukates, Baturalp ; So, Jinhyun ; Mahdavifar, Hessam.
IEEE Journal on Selected Areas in Information Theory.  5 (2024)  - p. 285-301 , 2024
Link: https://doi.org/10.1109/..
 
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11

Loki: Large-scale Data Reconstruction Attack against Federa..:

, In: 2024 IEEE Symposium on Security and Privacy (SP),
Zhao, Joshua C. ; Sharma, Atul ; Elkordy, Ahmed Roushdy... - p. 1287-1305 , 2024
Link: https://doi.org/10.1109/..
 
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12

Edge Private Graph Neural Networks with Singular Value Pert..:

Tang, Tingting ; Niu, Yue ; Avestimehr, Salman.
Proceedings on Privacy Enhancing Technologies.  2024 (2024)  3 - p. 391-406 , 2024
Link: https://doi.org/10.56553..
 
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13

FedMultimodal: A Benchmark for Multimodal Federated Learnin:

, In: Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining,
Feng, Tiantian ; Bose, Digbalay ; Zhang, Tuo... - p. 4035-4045 , 2023
Link: https://dl.acm.org/doi/1..
 
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14

Experimenting FedML and NVFLARE for Federated Tumor Segment..:

, In: Lecture Notes in Computer Science; Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries,
Shi, Yaying ; Gao, Hongjian ; Avestimehr, Salman. - p. 228-240 , 2023
Link: https://doi.org/10.1007/..
 
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15

How Much Privacy Does Federated Learning with Secure Aggreg..:

Elkordy, Ahmed Roushdy ; Zhang, Jiang ; Ezzeldin, Yahya H...
Proceedings on Privacy Enhancing Technologies.  2023 (2023)  1 - p. 510-526 , 2023
Link: https://doi.org/10.56553..
 
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