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Workshop
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Is the Next Winter Coming for AI?The Elements of Making Secure and Robust AI
Josh Harguess
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Workshop
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Fri 6:55
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Security in production machine learning systems
Alejandro Saucedo
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Workshop
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Fri 7:35
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Security in production machine learning systems
Alejandro Saucedo
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Poster
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Thu 14:00
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Untargeted Backdoor Watermark: Towards Harmless and Stealthy Dataset Copyright Protection
Yiming Li · Yang Bai · Yong Jiang · Yong Yang · Shu-Tao Xia · Bo Li
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Poster
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Effective Backdoor Defense by Exploiting Sensitivity of Poisoned Samples
Weixin Chen · Baoyuan Wu · Haoqian Wang
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Workshop
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Fri 10:15
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Panel on Privacy and Security in Machine Learning Systems
Graham Cormode · Borja Balle · Yu-Xiang Wang · Alejandro Saucedo · Neil Lawrence
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Poster
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Wed 9:00
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House of Cans: Covert Transmission of Internal Datasets via Capacity-Aware Neuron Steganography
Xudong Pan · Shengyao Zhang · Mi Zhang · Yifan Yan · Min Yang
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Workshop
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Fri 6:40
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Privacy Panel
Mario Fritz · Katrina Ligett · Vamsi Potluru · Shuai Tang
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Workshop
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Reconciling Security and Communication Efficiency in Federated Learning
Karthik Prasad · Sayan Ghosh · Graham Cormode · Ilya Mironov · Ashkan Yousefpour · Pierre STOCK
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Workshop
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Fri 8:15
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Keynote 4: Designing AI Systems for Digital Well-Being. Asia Biega, Max Planck Institute for Security and Privacy (MPI-SP), Germany.
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Workshop
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Benchmarking the Effect of Poisoning Defenses on the Security and Bias of the Final Model
Nathalie Baracaldo · Kevin Eykholt · Farhan Ahmed · Yi Zhou · Shriti Priya · Taesung Lee · Swanand Kadhe · Yusong Tan · Sridevi Polavaram · Sterling Suggs
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