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35 Results
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Expo Demonstration
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Mon 8:00 |
Practical Deployment of Secure Federated Learning: Challenges, Opportunities and Solutions Yi Zhou · Nathalie Baracaldo |
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Poster
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Wed 9:00 |
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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Poster
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Tue 9:00 |
Randomized Message-Interception Smoothing: Gray-box Certificates for Graph Neural Networks Yan Scholten · Jan Schuchardt · Simon Geisler · Aleksandar Bojchevski · Stephan Günnemann |
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Poster
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Tue 14:00 |
Efficiently Factorizing Boolean Matrices using Proximal Gradient Descent Sebastian Dalleiger · Jilles Vreeken |
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Poster
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Tue 14:00 |
Private Set Generation with Discriminative Information Dingfan Chen · Raouf Kerkouche · Mario Fritz |
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Poster
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Thu 14:00 |
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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Thu 9:00 |
Lethal Dose Conjecture on Data Poisoning Wenxiao Wang · Alexander Levine · Soheil Feizi |
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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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Poster
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Tue 9:00 |
OTKGE: Multi-modal Knowledge Graph Embeddings via Optimal Transport Zongsheng Cao · Qianqian Xu · Zhiyong Yang · Yuan He · Xiaochun Cao · Qingming Huang |
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Poster
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Wed 9:00 |
Sleeper Agent: Scalable Hidden Trigger Backdoors for Neural Networks Trained from Scratch Hossein Souri · Liam Fowl · Rama Chellappa · Micah Goldblum · Tom Goldstein |
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Poster
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Thu 14:00 |
Are Defenses for Graph Neural Networks Robust? Felix Mujkanovic · Simon Geisler · Stephan Günnemann · Aleksandar Bojchevski |
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Poster
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Wed 14:00 |
Finding Naturally Occurring Physical Backdoors in Image Datasets Emily Wenger · Roma Bhattacharjee · Arjun Nitin Bhagoji · Josephine Passananti · Emilio Andere · Heather Zheng · Ben Zhao |