A Survey on Data-driven Software Vulnerability Assessment and Prioritization
Authors: Triet H. M. Le, Huaming Chen, M. Ali Babar | Published: 2021-07-18 | Updated: 2022-04-04
Data-Driven Vulnerability Assessment
Poisoning the Search Space in Neural Architecture Search
Authors: Robert Wu, Nayan Saxena, Rohan Jain | Published: 2021-06-28
Saving Stochastic Bandits from Poisoning Attacks via Limited Data Verification
Authors: Anshuka Rangi, Long Tran-Thanh, Haifeng Xu, Massimo Franceschetti | Published: 2021-02-15 | Updated: 2022-05-03
Devign: Effective Vulnerability Identification by Learning Comprehensive Program Semantics via Graph Neural Networks
Authors: Yaqin Zhou, Shangqing Liu, Jingkai Siow, Xiaoning Du, Yang Liu | Published: 2019-09-08
A Practical Approach to the Automatic Classification of Security-Relevant Commits
Authors: Antonino Sabetta, Michele Bezzi | Published: 2018-07-06
Automatic Classification of Object Code Using Machine Learning
Authors: John Clemens | Published: 2018-05-06