“Private Prediction Strikes Back!” Private Kernelized Nearest Neighbors with Individual Renyi Filter
Authors: Yuqing Zhu, Xuandong Zhao, Chuan Guo, Yu-Xiang Wang | Published: 2023-06-12
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Gaussian Membership Inference Privacy
Authors: Tobias Leemann, Martin Pawelczyk, Gjergji Kasneci | Published: 2023-06-12 | Updated: 2023-10-26
On building machine learning pipelines for Android malware detection: a procedural survey of practices, challenges and opportunities
Authors: Masoud Mehrabi Koushki, Ibrahim AbuAlhaol, Anandharaju Durai Raju, Yang Zhou, Ronnie Salvador Giagone, Huang Shengqiang | Published: 2023-06-12
When Vision Fails: Text Attacks Against ViT and OCR
Authors: Nicholas Boucher, Jenny Blessing, Ilia Shumailov, Ross Anderson, Nicolas Papernot | Published: 2023-06-12
AnoFel: Supporting Anonymity for Privacy-Preserving Federated Learning
Authors: Ghada Almashaqbeh, Zahra Ghodsi | Published: 2023-06-12
Augmenting Greybox Fuzzing with Generative AI
Authors: Jie Hu, Qian Zhang, Heng Yin | Published: 2023-06-11
Efficient Skip Connections Realization for Secure Inference on Encrypted Data
Authors: Nir Drucker, Itamar Zimerman | Published: 2023-06-11
UAV Trajectory and Multi-User Beamforming Optimization for Clustered Users Against Passive Eavesdropping Attacks With Unknown CSI
Authors: Aly Sabri Abdalla, Ali Behfarnia, Vuk Marojevic | Published: 2023-06-11 | Updated: 2023-06-13
Zero-Day Threats Detection for Critical Infrastructures
Authors: Mike Nkongolo, Mahmut Tokmak | Published: 2023-06-10
Differentially private sliced inverse regression in the federated paradigm
Authors: Shuaida He, Jiarui Zhang, Xin Chen | Published: 2023-06-10 | Updated: 2023-08-10