Automated CVE Analysis for Threat Prioritization and Impact Prediction

no code implementations • 6 Sep 2023 • Ehsan Aghaei, Ehab Al-Shaer, Waseem Shadid, Xi Niu

Unfortunately, this manual analysis presents a major bottleneck in the vulnerability analysis process, leading to slowdowns in proactive cybersecurity efforts and the potential for inaccuracies due to human errors.

SecureBERT: A Domain-Specific Language Model for Cybersecurity

1 code implementation • 6 Apr 2022 • Ehsan Aghaei, Xi Niu, Waseem Shadid, Ehab Al-Shaer

Natural Language Processing (NLP) has recently gained wide attention in cybersecurity, particularly in Cyber Threat Intelligence (CTI) and cyber automation.

Language Modelling Masked Language Modeling +1

Modeling the Uncertainty in Electronic Health Records: a Bayesian Deep Learning Approach

no code implementations • 14 Jul 2019 • Riyi Qiu, Yugang Jia, Mirsad Hadzikadic, Michael Dulin, Xi Niu, Xin Wang

Deep learning models have exhibited superior performance in predictive tasks with the explosively increasing Electronic Health Records (EHR).

Decision Making

One Size Does Not Fit All: Modeling Users' Personal Curiosity in Recommender Systems

no code implementations • 29 Jun 2019 • Fakhri Abbas, Xi Niu

We then proposed a recommendation system framework that considers both user preference and appetite for stimulus where the curiosity is maximally aroused.

Recommendation Systems