Machine Learning in Access Control: A Taxonomy and Survey
Authors: Mohammad Nur Nobi, Maanak Gupta, Lopamudra Praharaj, Mahmoud Abdelsalam, Ram Krishnan, Ravi Sandhu | Published: 2022-07-04
機械学習の応用
Large Scale Transfer Learning for Differentially Private Image Classification
Authors: Harsh Mehta, Abhradeep Thakurta, Alexey Kurakin, Ashok Cutkosky | Published: 2022-05-06 | Updated: 2022-05-20
Just Fine-tune Twice: Selective Differential Privacy for Large Language Models
Authors: Weiyan Shi, Ryan Shea, Si Chen, Chiyuan Zhang, Ruoxi Jia, Zhou Yu | Published: 2022-04-15 | Updated: 2022-10-27
LSTM-Autoencoder based Anomaly Detection for Indoor Air Quality Time Series Data
Authors: Yuanyuan Wei, Julian Jang-Jaccard, Wen Xu, Fariza Sabrina, Seyit Camtepe, Mikael Boulic | Published: 2022-04-14
A Natural Language Processing Approach for Instruction Set Architecture Identification
Authors: Dinuka Sahabandu, Sukarno Mertoguno, Radha Poovendran | Published: 2022-04-13
Overparameterized Linear Regression under Adversarial Attacks
Authors: Antônio H. Ribeiro, Thomas B. Schön | Published: 2022-04-13 | Updated: 2023-01-27
Distributed learning optimisation of Cox models can leak patient data: Risks and solutions
Authors: Carsten Brink, Christian Rønn Hansen, Matthew Field, Gareth Price, David Thwaites, Nis Sarup, Uffe Bernchou, Lois Holloway | Published: 2022-04-12
Malware Analysis with Symbolic Execution and Graph Kernel
Authors: Charles-Henry Bertrand Van Ouytsel, Axel Legay | Published: 2022-04-12
Addressing Adversarial Machine Learning Attacks in Smart Healthcare Perspectives
Authors: Arawinkumaar Selvakkumar, Shantanu Pal, Zahra Jadidi | Published: 2021-12-16
Does Proprietary Software Still Offer Protection of Intellectual Property in the Age of Machine Learning? — A Case Study using Dual Energy CT Data
Authors: Andreas Maier, Seung Hee Yang, Farhad Maleki, Nikesh Muthukrishnan, Reza Forghani | Published: 2021-12-06