Detecting Adversarial Examples Is (Nearly) As Hard As Classifying Them
Authors: Florian Tramèr | Published: 2021-07-24 | Updated: 2022-06-16
Dynamic detection of mobile malware using smartphone data and machine learning
Authors: J. S. Panman de Wit, J. van der Ham, D. Bucur | Published: 2021-07-23
Membership Inference Attack and Defense for Wireless Signal Classifiers with Deep Learning
Authors: Yi Shi, Yalin E. Sagduyu | Published: 2021-07-22
Unsupervised Detection of Adversarial Examples with Model Explanations
Authors: Gihyuk Ko, Gyumin Lim | Published: 2021-07-22
Generative Models for Security: Attacks, Defenses, and Opportunities
Authors: Luke A. Bauer, Vincent Bindschaedler | Published: 2021-07-21 | Updated: 2021-07-29
Secure Random Sampling in Differential Privacy
Authors: Naoise Holohan, Stefano Braghin | Published: 2021-07-21 | Updated: 2021-11-24
On the Convergence of Prior-Guided Zeroth-Order Optimization Algorithms
Authors: Shuyu Cheng, Guoqiang Wu, Jun Zhu | Published: 2021-07-21 | Updated: 2021-11-07
Transfer Learning for Credit Card Fraud Detection: A Journey from Research to Production
Authors: Wissam Siblini, Guillaume Coter, Rémy Fabry, Liyun He-Guelton, Frédéric Oblé, Bertrand Lebichot, Yann-Aël Le Borgne, Gianluca Bontempi | Published: 2021-07-20 | Updated: 2021-11-04
Machine Learning Enhanced Blockchain Consensus with Transaction Prioritization for Smart Cities
Authors: S. Valli Sanghami, John J. Lee, Qin Hu | Published: 2021-07-20
MEGEX: Data-Free Model Extraction Attack against Gradient-Based Explainable AI
Authors: Takayuki Miura, Satoshi Hasegawa, Toshiki Shibahara | Published: 2021-07-19