Approximate, Adapt, Anonymize (3A): a Framework for Privacy Preserving Training Data Release for Machine Learning
Authors: Tamas Madl, Weijie Xu, Olivia Choudhury, Matthew Howard | Published: 2023-07-04
Overconfidence is a Dangerous Thing: Mitigating Membership Inference Attacks by Enforcing Less Confident Prediction
Authors: Zitao Chen, Karthik Pattabiraman | Published: 2023-07-04
Machine Learning-Based Intrusion Detection: Feature Selection versus Feature Extraction
Authors: Vu-Duc Ngo, Tuan-Cuong Vuong, Thien Van Luong, Hung Tran | Published: 2023-07-04
Learning to Prompt in the Classroom to Understand AI Limits: A pilot study
Authors: Emily Theophilou, Cansu Koyuturk, Mona Yavari, Sathya Bursic, Gregor Donabauer, Alessia Telari, Alessia Testa, Raffaele Boiano, Davinia Hernandez-Leo, Martin Ruskov, Davide Taibi, Alessandro Gabbiadini, Dimitri Ognibene | Published: 2023-07-04 | Updated: 2023-09-01
Adversarial Learning in Real-World Fraud Detection: Challenges and Perspectives
Authors: Danele Lunghi, Alkis Simitsis, Olivier Caelen, Gianluca Bontempi | Published: 2023-07-03
Externally validating the IoTDevID device identification methodology using the CIC IoT 2022 Dataset
Authors: Kahraman Kostas, Mike Just, Michael A. Lones | Published: 2023-07-03
Defending Against Poisoning Attacks in Federated Learning with Blockchain
Authors: Nanqing Dong, Zhipeng Wang, Jiahao Sun, Michael Kampffmeyer, William Knottenbelt, Eric Xing | Published: 2023-07-02 | Updated: 2024-03-12
New intelligent defense systems to reduce the risks of Selfish Mining and Double-Spending attacks using Learning Automata
Authors: Seyed Ardalan Ghoreishi, Mohammad Reza Meybodi | Published: 2023-07-02 | Updated: 2024-03-08
Classifying World War II Era Ciphers with Machine Learning
Authors: Brooke Dalton, Mark Stamp | Published: 2023-07-02 | Updated: 2023-08-30
Gradients Look Alike: Sensitivity is Often Overestimated in DP-SGD
Authors: Anvith Thudi, Hengrui Jia, Casey Meehan, Ilia Shumailov, Nicolas Papernot | Published: 2023-07-01 | Updated: 2024-07-16