Proj CDeepFuzz Paper Reading: Balancing Effectiveness and Flakiness of Non-Deterministic Machine Learning Tests

发布时间 2023-09-07 08:07:40作者: 雪溯

Abstract

背景:In fact, some of the latest findings suggest that the existence of adversarial attacks may be an inherent weakness of deep learning models.
本文: FASER
Github: https://github.com/ise-uiuc/FASER
Task: study the adversarial robustness of neural networks by robust optimization, specify a universal security guarantee that would protect against any adversary, suggest the notion of security against a first-order adversary as a natural and broad security guarantee