CTI4AI: Threat Intelligence Generation and Sharing after Red Teaming AI Models. (arXiv:2208.07476v1 [cs.CR])

As the practicality of Artificial Intelligence (AI) and Machine Learning (ML)
based techniques grow, there is an ever increasing threat of adversarial
attacks. There is a need to red team this ecosystem to identify system
vulnerabilities, potential threats, characterize properties that will enhance
system robustness, and encourage the creation of effective defenses. A
secondary need is to share this AI security threat intelligence between
different stakeholders like, model developers, users, and AI/ML security
professionals. In this paper, we create and …

ai ai models arxiv generation intelligence threat intelligence