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原创 Byzantine-Robust Decentralized Federated Learning
然而,由于其完全去中心化的特性,DFL极易受到毒化攻击的影响,恶意客户端可以通过向相邻客户端发送精心制作的本地模型来操纵系统。迄今为止,只提出了少量具有拜占庭鲁棒性的DFL方法,其中大多数要么通信效率低下,要么仍然容易受到高级毒化攻击的影响。本文提出了一种名为BALANCE(通过本地相似性在去中心化中实现的拜占庭鲁棒平均)的新算法,用于防御DFL中的毒化攻击。在BALANCE中,每个客户端利用自己的本地模型作为相似性参考来确定接收到的模型是恶意还是良性的。
2024-06-24 08:51:28
278
原创 Toward Low-Cost and Stable Blockchain Networks
Envisioned to be the future of secured distributed systems, blockchain networks have received increasing attention from both the industry and academia in recent years. However, blockchain mining proce...
2020-02-28 12:49:12
369
原创 No Hollywood Ending for the Visual-Effects Industry
Our latest Freakonomics Radio episode is called “No Hollywood Ending for the Visual-Effects Industry” (You can subscribe to the podcast at iTunes or elsewhere, get the RSS feed, or listen via the me
2017-02-24 07:15:02
1710
原创 Bad Medicine, Part 1: The Story of 98.6
Our latest Freakonomics Radio episode is called “Bad Medicine, Part 1: The Story of 98.6.” (You can subscribe to the podcast at iTunes or elsewhere, get the RSS feed, or listen via the media player
2017-02-17 06:30:46
1087
原创 Bad Medicine, Part 2: (Drug) Trials and Tribulations
Our latest Freakonomics Radio episode is called “Bad Medicine, Part 2: Drug Trials and Tribulations” (You can subscribe to the podcast at iTunes or elsewhere, get the RSS feed, or listen via the med
2017-02-17 06:29:52
1176
原创 Bad Medicine, Part 3: Death by Diagnosis
Our latest Freakonomics Radio episode is called “Bad Medicine, Part 3: Death by Diagnosis” (You can subscribe to the podcast at iTunes or elsewhere, get the RSS feed, or listen via the media player
2017-02-17 06:28:12
837
原创 How to Be More Productive (Rebroadcast)
Our latest Freakonomics Radio episode is called “How to Be More Productive (Rebroadcast)” (You can subscribe to the podcast at Itunes or elsewhere, get the RSS feed or listen via the media player
2017-02-17 06:26:13
2044
原创 How to Become Great at Just About Anything (Rebroadcast)
Our latest Freakonomics Radio episode is called “How to Become Great at Just About Anything (Rebroadcast).” (You can subscribe to the podcast at iTunes or elsewhere, get the RSS feed, or listen via
2017-02-17 06:24:37
1338
原创 The Men Who Started a Thinking Revolution
Our latest Freakonomics Radio episode is called “The Men Who Started a Thinking Revolution” (You can subscribe to the podcast at iTunes or elsewhere, get the RSS feed, or listen via the media player
2017-02-17 06:20:01
570
原创 Professor Hendryx vs. Big Coal
Blasting in an open cut coal mine. (Photo: CSIRO/Wikimedia Commons)Our latest Freakonomics Radio episode is called “Professor Hendryx vs. Big Coal” (You can subscribe to the podcast at iTunes or e
2017-02-16 17:42:16
559
原创 Trevor Noah Has a Lot to Say
Our latest Freakonomics Radio episode is called “Trevor Noah Has a Lot to Say” (You can subscribe to the podcast at iTunes or elsewhere, get the RSS feed, or listen via the media player above.)The
2017-02-15 23:27:36
1116
原创 Is the American Dream Really Dead?
Our latest Freakonomics Radio episode is called “Is the American Dream Really Dead?” (You can subscribe to the podcast at iTunes or elsewhere, get the RSS feed, or listen via the media player above.
2017-02-15 23:25:38
1181
原创 Did China Eat America’s Jobs?
Our latest Freakonomics Radio episode is called “Did China Eat America’s Jobs?” (You can subscribe to the podcast at iTunes or elsewhere, get the RSS feed, or listen via the media player above.)Fo
2017-02-15 23:24:15
1730
原创 An Egghead’s Guide to the Super Bowl
Our latest Freakonomics Radio episode is called “An Egghead’s Guide to the Super Bowl.” (You can subscribe to the podcast at iTunes or elsewhere, get the RSS feed, or listen via the media player abo
2017-02-15 23:23:30
1008
原创 How to Get More Grit in Your Life (Rebroadcast)
Our latest Freakonomics Radio episode is called “How to Get More Grit in Your Life (Rebroadcast).” (You can subscribe to the podcast at iTunes or elsewhere, get the RSS feed, or listen via the media
2017-02-14 10:53:59
1817
联邦学习Advances and Open Problems in Federated Learning
2020-01-09
Deep Learning深度学习-Yoshua Bengio,中文+英文+源文件,高清书籍+书签
2019-04-08
统计机器学习-卡耐基梅隆大学705 Lecture Notes
2019-04-05
统计机器学习-CMU 10-702 Lecture Notes
2019-04-05
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