Regional Image Perturbation Reduces $L_p$ Norms of Adversarial Examples While Maintaining Model-to-model Transferability

Authors: Utku Ozbulak, Jonathan Peck, Wesley De Neve, Bart Goossens, Yvan Saeys, Arnout Van Messem | Published: 2020-07-07 | Updated: 2020-07-18
2020.07.07 2025.04.03
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Sharing Models or Coresets: A Study based on Membership Inference Attack

Authors: Hanlin Lu, Changchang Liu, Ting He, Shiqiang Wang, Kevin S. Chan | Published: 2020-07-06
2020.07.06 2025.04.03
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Descent-to-Delete: Gradient-Based Methods for Machine Unlearning

Authors: Seth Neel, Aaron Roth, Saeed Sharifi-Malvajerdi | Published: 2020-07-06
2020.07.06 2025.04.03
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Certifying Decision Trees Against Evasion Attacks by Program Analysis

Authors: Stefano Calzavara, Pietro Ferrara, Claudio Lucchese | Published: 2020-07-06
2020.07.06 2025.04.03
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Black-box Adversarial Example Generation with Normalizing Flows

Authors: Hadi M. Dolatabadi, Sarah Erfani, Christopher Leckie | Published: 2020-07-06
2020.07.06 2025.04.03
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On Data Augmentation and Adversarial Risk: An Empirical Analysis

Authors: Hamid Eghbal-zadeh, Khaled Koutini, Paul Primus, Verena Haunschmid, Michal Lewandowski, Werner Zellinger, Bernhard A. Moser, Gerhard Widmer | Published: 2020-07-06
2020.07.06 2025.04.03
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Adversarial Machine Learning Attacks and Defense Methods in the Cyber Security Domain

Authors: Ihai Rosenberg, Asaf Shabtai, Yuval Elovici, Lior Rokach | Published: 2020-07-05 | Updated: 2021-03-13
2020.07.05 2025.04.03
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Relationship between manifold smoothness and adversarial vulnerability in deep learning with local errors

Authors: Zijian Jiang, Jianwen Zhou, Haiping Huang | Published: 2020-07-04 | Updated: 2020-12-23
2020.07.04 2025.04.03
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PPaaS: Privacy Preservation as a Service

Authors: Pathum Chamikara Mahawaga Arachchige, Peter Bertok, Ibrahim Khalil, Dongxi Liu, Seyit Camtepe | Published: 2020-07-04 | Updated: 2021-04-21
2020.07.04 2025.04.03
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Harnessing Wireless Channels for Scalable and Privacy-Preserving Federated Learning

Authors: Anis Elgabli, Jihong Park, Chaouki Ben Issaid, Mehdi Bennis | Published: 2020-07-03 | Updated: 2020-11-17
2020.07.03 2025.04.03
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