Risk Assessment Method

Is this IoT Device Likely to be Secure? Risk Score Prediction for IoT Devices Using Gradient Boosting Machines

Authors: Carlos A. Rivera Alvarez, Arash Shaghaghi, David D. Nguyen, Salil S. Kanhere | Published: 2021-11-23
Dataset evaluation
Model Selection Method
Risk Assessment Method

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
Risk Assessment Method
Machine Learning
Vulnerability detection

Knowledge mining of unstructured information: application to cyber-domain

Authors: Tuomas Takko, Kunal Bhattacharya, Martti Lehto, Pertti Jalasvirta, Aapo Cederberg, Kimmo Kaski | Published: 2021-09-08 | Updated: 2022-08-01
Risk Assessment Method
Information Extraction Method
Knowledge Graph

Formalizing Distribution Inference Risks

Authors: Anshuman Suri, David Evans | Published: 2021-06-07 | Updated: 2021-09-24
Cyber Threat
Property Inference Attack
Risk Assessment Method

Statistical inference for individual fairness

Authors: Subha Maity, Songkai Xue, Mikhail Yurochkin, Yuekai Sun | Published: 2021-03-30
Risk Assessment Method
Fairness evaluation
Optimization Methods

Modeling Multivariate Cyber Risks: Deep Learning Dating Extreme Value Theory

Authors: Mingyue Zhang Wu, Jinzhu Luo, Xing Fang, Maochao Xu, Peng Zhao | Published: 2021-03-15
Performance Evaluation
Risk Assessment Method
Deep Learning Technology