Article

Yin, Jiao ORCID: 0000-0002-0269-2624, Hong, Wei ORCID: 0000-0003-2833-9228, Wang, Hua ORCID: 0000-0002-8465-0996, Cao, Jinli ORCID: 0000-0002-0221-6361, Miao, Yuan ORCID: 0000-0002-6712-3465 and Zhang, Yanchun ORCID: 0000-0002-5094-5980 (2024) A Compact Vulnerability Knowledge Graph for Risk Assessment. ACM Transactions on Knowledge Discovery from Data, 18 (8). pp. 1-17. ISSN 1556-4681

Yin, Jiao ORCID: 0000-0002-0269-2624, Chen, Guihong ORCID: 0000-0002-0760-7011, Hong, Wei ORCID: 0000-0003-2833-9228, Cao, Jinli ORCID: 0000-0002-0221-6361, Wang, Hua ORCID: 0000-0002-8465-0996 and Miao, Yuan ORCID: 0000-0002-6712-3465 (2024) A heterogeneous graph-based semi-supervised learning framework for access control decision-making. World Wide Web, 27 (4). ISSN 1386-145X

Zhang, Xingping, Zhang, Guijuan, Qiu, Xingting, Yin, Jiao ORCID: 0000-0002-0269-2624, Tan, Wenjun, Yin, Xiaoxia, Yang, Hong, Wang, Hua ORCID: 0000-0002-8465-0996 and Zhang, Yanchun ORCID: 0000-0002-5094-5980 (2024) Exploring non-invasive precision treatment in non-small cell lung cancer patients through deep learning radiomics across imaging features and molecular phenotypes. Biomarker Research, 12. ISSN 2050-7771 (In Press)

Hong, Wei ORCID: 0000-0003-2833-9228, Yin, Jiao ORCID: 0000-0002-0269-2624, You, Mingshan ORCID: 0000-0003-0958-528X, Wang, Hua ORCID: 0000-0002-8465-0996, Cao, Jinli ORCID: 0000-0002-0221-6361, Li, Jianxin ORCID: 0000-0002-9059-330X, Liu, Ming ORCID: 0000-0002-2160-6111 and Man, Chengyuan (2023) A graph empowered insider threat detection framework based on daily activities. ISA Transactions, 141. pp. 84-92. ISSN 0019-0578

Zhang, Xingping, Zhang, Guijuan, Qiu, Xingting, Yin, Jiao ORCID: 0000-0002-0269-2624, Tan, Wenjun, Yin, Xiaoxia, Yang, Hong, Liao, Liefa, Wang, Hua ORCID: 0000-0002-8465-0996 and Zhang, Yanchun ORCID: 0000-0002-5094-5980 (2023) Radiomics under 2D regions, 3D regions, and peritumoral regions reveal tumor heterogeneity in non-small cell lung cancer: a multicenter study. La Radiologia Medica. ISSN 0033-8362

Chen, Yingqun, Han, Shaodong, Chen, Guihong ORCID: 0000-0002-0760-7011, Yin, Jiao ORCID: 0000-0002-0269-2624, Wang, Kate and Cao, Jinli (2023) A deep reinforcement learning-based wireless body area network offloading optimization strategy for healthcare services. Health Information Science and Systems, 11 (1). ISSN 2047-2501

Manoharan, Phavithra, Yin, Jiao ORCID: 0000-0002-0269-2624, Wang, Hua ORCID: 0000-0002-8465-0996, Zhang, Yanchun ORCID: 0000-0002-5094-5980 and Ye, Wenjie ORCID: 0000-0002-9676-1335 (2023) Insider threat detection using supervised machine learning algorithms. Telecommunication Systems. ISSN 1018-4864

Yin, Jiao ORCID: 0000-0002-0269-2624, Tang, MJ, Cao, Jinli ORCID: 0000-0002-0221-6361, You, Mingshan ORCID: 0000-0003-0958-528X, Wang, Hua ORCID: 0000-0002-8465-0996 and Alazab, Mamoun ORCID: 0000-0002-1928-3704 (2022) Knowledge-driven cybersecurity intelligence: software vulnerability co-exploitation behaviour discovery. IEEE Transactions on Industrial Informatics. pp. 1-9. ISSN 1551-3203

You, Mingshan ORCID: 0000-0003-0958-528X, Yin, Jiao ORCID: 0000-0002-0269-2624, Wang, Hua ORCID: 0000-0002-8465-0996, Cao, Jinli ORCID: 0000-0002-0221-6361, Wang, Kate, Miao, Yuan ORCID: 0000-0002-6712-3465 and Bertino, Elisa (2022) A knowledge graph empowered online learning framework for access control decision-making. World Wide Web. ISSN 1386-145X

Yin, Jiao, Tang, Ming Jian, Cao, Jinli, Wang, Hua ORCID: 0000-0002-8465-0996 and You, Mingshan (2021) A Real-time Dynamic Concept Adaptive Learning Algorithm for Exploitability Prediction. Neurocomputing. ISSN 0925-2312

Yin, Jiao ORCID: 0000-0002-0269-2624, Tang, MJ, Cao, Jinli ORCID: 0000-0002-0221-6361, Wang, Hua ORCID: 0000-0002-8465-0996, You, Mingshan ORCID: 0000-0003-0958-528X and Lin, Yongzheng (2021) Vulnerability exploitation time prediction: an integrated framework for dynamic imbalanced learning. Special Issue on Web Information Systems Engineering 2020, 25. pp. 401-423. ISSN 1386-145X

Yin, Jiao, Tang, MingJian ORCID: 0000-0003-1179-3942, Cao, Jinli ORCID: 0000-0002-0221-6361 and Wang, Hua ORCID: 0000-0002-8465-0996 (2020) Apply transfer learning to cybersecurity: predicting exploitability of vulnerabilities by description. Knowledge-Based Systems, 210. ISSN 0950-7051

Tang, MingJian ORCID: 0000-0003-1179-3942, Yin, Jiao ORCID: 0000-0002-0269-2624, Alazab, Mamoun ORCID: 0000-0002-1928-3704, Cao, Jinli ORCID: 0000-0002-0221-6361 and Luo, Yuxiu (2020) Modeling of extreme vulnerability disclosure in Smart City industrial environments. IEEE Transactions on Industrial Informatics, 17 (6). pp. 4150-4158. ISSN 1551-3203

Wang, Weiqing, Wang, Weihua ORCID: 0000-0003-4160-2668 and Yin, Jiao ORCID: 0000-0002-0269-2624 (2020) A bilateral filtering based ringing elimination approach for motion-blurred restoration image. Current Optics and Photonics, 4 (3). pp. 200-209. ISSN 2508-7266

Yin, Jiao, Cao, Jinli, Siuly, Siuly ORCID: 0000-0003-2491-0546 and Wang, Hua ORCID: 0000-0002-8465-0996 (2019) An Integrated MCI Detection Framework Based on Spectral-temporal Analysis. International Journal of Automation and Computing, 16 (6). pp. 786-799. ISSN 1476-8186

Book Section

Xiao, Fan ORCID: 0009-0007-0517-173X, Hong, Wei ORCID: 0000-0003-2833-9228, Yin, Jiao ORCID: 0000-0002-0269-2624, Wang, Hua ORCID: 0000-0002-8465-0996, Cao, Jinli ORCID: 0000-0002-0221-6361 and Zhang, Yanchun ORCID: 0000-0002-5094-5980 (2024) A Study on Historical Behaviour Enabled Insider Threat Prediction. In: Web and Big Data: 7th International Joint Conference, APWeb-WAIM 2023 Wuhan, China, October 6–8, 2023, Proceedings, Part III. Song, X, Feng, R, Chen, Y, Li, J and Min, G, eds. Lecture Notes in Computer Science, 14333 . Springer, pp. 464-476.

Xu, Puti ORCID: 0009-0001-4066-8537, Hong, Wei ORCID: 0000-0003-2833-9228, Yin, Jiao ORCID: 0000-0002-0269-2624, Wang, Kate ORCID: 0000-0001-5208-1090 and Zhang, Yanchun ORCID: 0000-0002-5094-5980 (2023) Analyzing the Impact of COVID-19 on Education: A Comparative Study Based on TOEFL Test Results. In: Health Information Science: 12th International Conference, HIS 2023, Melbourne, VIC, Australia, October 23–24, 2023, Proceedings. Li, Y, Sharma, M, Zhou, R, Huang, Z and Chen, L, eds. Lecture Notes in Computer Science, 14305 . Springer, Singapore, pp. 175-184.

Zhang, Xingping, Zhang, Guijuan, Qiu, Xingting, Yin, Jiao ORCID: 0000-0002-0269-2624, Tan, Wenjun, Yin, Xiaoxia, Yang, Hong, Wang, Kun and Zhang, Yanchun ORCID: 0000-0002-5094-5980 (2023) Optimizing the Size of Peritumoral Region for Assessing Non-Small Cell Lung Cancer Heterogeneity Using Radiomics. In: Health Information Science: 12th International Conference, HIS 2023, Melbourne, VIC, Australia, October 23–24, 2023, Proceedings. Li, Y, Huang, Z, Sharma, M, Chen, L and Zhou, R, eds. Lecture Notes in Computer Science, 14305 . Springer, Singapore, pp. 309-320.

Liu, Yanjun ORCID: 0009-0005-7275-5204, Luo, Daizhong ORCID: 0009-0005-1108-9084, Wang, Kate ORCID: 0000-0001-5208-1090 and Yin, Jiao ORCID: 0000-0002-0269-2624 (2023) Unveiling the Pandemic’s Impact: A Dataset for Probing COVID-19’s Effects on E-Learning Activities and Academic Performance. In: Health Information Science: 12th International Conference, HIS 2023, Melbourne, VIC, Australia, October 23–24, 2023, Proceedings. Li, Y, Huang, Z, Sharma, M, Chen, L and Zhou, R, eds. Lecture Notes in Computer Science, 14305 . Springer, Singapore, pp. 149-160.

Yin, Jiao ORCID: 0000-0002-0269-2624, Tang, MingJian ORCID: 0000-0003-1179-3942, Cao, Jinli ORCID: 0000-0002-0221-6361, You, Mingshan ORCID: 0000-0003-0958-528X and Wang, Hua ORCID: 0000-0002-8465-0996 (2022) Cybersecurity applications in software: data-driven software vulnerability assessment and management. In: Emerging Trends in Cybersecurity Applications. Springer International Publishing, Cham, Switzerland, pp. 371-389.

Conference or Workshop Item

Alharbi, Marwah ORCID: 0009-0008-6614-7730, Yin, Jiao ORCID: 0000-0002-0269-2624 and Wang, Hua ORCID: 0000-0002-8465-0996 (2023) Surveying the Landscape: Compound Methods for Aspect-Based Sentiment Analysis. In: Australasian Database Conference, 1 - 3 Nov 2023, Victoria, Australia.

Yin, Jiao ORCID: 0000-0002-0269-2624, Chen, Guihong ORCID: 0000-0002-0760-7011, Hong, Wei ORCID: 0000-0003-2833-9228, Wang, Hua ORCID: 0000-0002-8465-0996, Cao, Jinli ORCID: 0000-0002-0221-6361 and Miao, Yuan ORCID: 0000-0002-6712-3465 (2023) Empowering Vulnerability Prioritization: A Heterogeneous Graph-Driven Framework for Exploitability Prediction. In: International Conference on Web Information Systems Engineering: WISE 2023, 25-27 Oct 2023, Melbourne, Australia.

Manoharan, Phavithra, Hong, Wei ORCID: 0000-0003-2833-9228, Yin, Jiao ORCID: 0000-0002-0269-2624, Zhang, Yanchun ORCID: 0000-0002-5094-5980, Ye, Wenjie ORCID: 0000-0002-9676-1335 and Ma, Jiangang ORCID: 0000-0002-8449-7610 (2023) Bilateral Insider Threat Detection: Harnessing Standalone and Sequential Activities with Recurrent Neural Networks. In: Web Information Systems Engineering – WISE 2023; 24th International Conference, 25-27 Oct 2023, Melbourne, Australia.

Shaodong, Han, Yingqun, Chen, Guihong, Chen, Yin, Jiao ORCID: 0000-0002-0269-2624, Wang, Hua ORCID: 0000-0002-8465-0996 and Cao, Jinli ORCID: 0000-0002-0221-6361 (2023) Multi-step reinforcement learning-based offloading for vehicle edge computing. In: ICACI 2023, 6 May 2023 - 9 May 2023, Seoul, Korea.

Hong, Wei ORCID: 0000-0003-2833-9228, Yin, Jiao ORCID: 0000-0002-0269-2624, You, Mingshan ORCID: 0000-0003-0958-528X, Wang, Hua ORCID: 0000-0002-8465-0996, Cao, Jinli ORCID: 0000-0002-0221-6361, Li, Jianxin ORCID: 0000-0002-9059-330X and Liu, Ming ORCID: 0000-0002-2160-6111 (2022) Graph intelligence enhanced bi-channel insider threat detection. In: 16th International Conference on Network and System Security (NSS) 2022, 9 - 12 Dec 2022, Fiji.

You, Mingshan ORCID: 0000-0003-0958-528X, Yin, Jiao ORCID: 0000-0002-0269-2624, Wang, Hua ORCID: 0000-0002-8465-0996, Cao, Jinli ORCID: 0000-0002-0221-6361 and Miao, Yuan ORCID: 0000-0002-6712-3465 (2022) A minority class boosted framework for adaptive access control decision-making. In: International Conference on Web Information Systems Engineering, 26 – 29 October 2021, Melbourne, Australia.

Yin, Jiao ORCID: 0000-0002-0269-2624, You, Mingshan, Cao, Jinli, Wang, Hua ORCID: 0000-0002-8465-0996, Tang, MJ and Ge, Yong-Feng ORCID: 0000-0002-5955-6295 (2020) Data-driven hierarchical neural network modeling for high-pressure feedwater heater group. In: 31st Australasian Database Conference (ADC), 3 - 7 Feb 2020, Melbourne, Australia.

Yin, Jiao, Tang, MingJian ORCID: 0000-0003-1179-3942, Cao, Jinli ORCID: 0000-0002-0221-6361, Wang, Hua ORCID: 0000-0002-8465-0996, You, Mingshan ORCID: 0000-0003-0958-528X and Lin, Yongzheng (2020) Adaptive Online Learning for Vulnerability Exploitation Time Prediction. In: WISE 2020, 20 October - 24 October 2020, Netherlands.

Ge, Yong-Feng, Cao, Jinli, Wang, Hua ORCID: 0000-0002-8465-0996, Yin, Jiao, Yu, Wei-Jie, Zhang, Zhi-Hua and Zhang, Jun (2019) A Benefit-Driven Genetic Algorithm for Balancing Privacy and Utility in Database Fragmentation. In: GECCO ’19, 13 Jul 2019 - 17 Jul 2019, Prague, Czech Republic.

Wang, Weihua ORCID: 0000-0003-4160-2668, Wu, Wenyuan and Yin, Jiao ORCID: 0000-0002-0269-2624 (2017) A retinal blood vessel segmentation approach based on top-hat transformation. In: 2nd International Conference on Mechatronics and Information Technology (ICMIT), 26 - 27 Aug 2017, Xian, China.