Scalable Whitebox Attacks on Tree-based Models
Authors: Giuseppe Castiglione, Gavin Ding, Masoud Hashemi, Christopher Srinivasa, Ga Wu | Published: 2022-03-31
機械学習
Ransomware Detection using Process Memory
Authors: Avinash Singh, Richard Adeyemi Ikuesan, Hein Venter | Published: 2022-03-31
Ovid: A Machine Learning Approach for Automated Vandalism Detection in OpenStreetMap
Authors: Nicolas Tempelmeier, Elena Demidova | Published: 2022-03-21
Facial Information Analysis Technology for Gender and Age Estimation
Authors: Gilheum Park, Sua Jung | Published: 2021-11-17
Automated Security Assessment for the Internet of Things
Authors: Xuanyu Duan, Mengmeng Ge, Triet H. M. Le, Faheem Ullah, Shang Gao, Xuequan Lu, M. Ali Babar | Published: 2021-09-09
Detecting Attacks on IoT Devices using Featureless 1D-CNN
Authors: Arshiya Khan, Chase Cotton | Published: 2021-09-09
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
Android Malware Category and Family Detection and Identification using Machine Learning
Authors: Ahmed Hashem El Fiky, Ayman El Shenawy, Mohamed Ashraf Madkour | Published: 2021-07-05
Sleeper Agent: Scalable Hidden Trigger Backdoors for Neural Networks Trained from Scratch
Authors: Hossein Souri, Liam Fowl, Rama Chellappa, Micah Goldblum, Tom Goldstein | Published: 2021-06-16 | Updated: 2022-10-13
Reinforced Few-Shot Acquisition Function Learning for Bayesian Optimization
Authors: Bing-Jing Hsieh, Ping-Chun Hsieh, Xi Liu | Published: 2021-06-08