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Journal Articles
- 2024
[j18]Xue Yuan, Guanjun Lin, Huan Mei
, Yonghang Tai, Jun Zhang:
Software vulnerable functions discovery based on code composite feature. J. Inf. Secur. Appl. 81: 103718 (2024)- [j17]Shuang Wang, Heming Jia, Abdelazim G. Hussien, Laith Abualigah, Guanjun Lin, Hongwei Wei, Zhenheng Lin, Krishna Gopal Dhal:
Boosting aquila optimizer by marine predators algorithm for combinatorial optimization. J. Comput. Des. Eng. 11(2): 37-69 (2024) - 2023
- [j16]Chuiju You, Guanjun Lin, Jinming Qiu, Ning Cao, Yundong Sun, Russell Higgs:
Sensor Network Structure Recognition Based on P-law. Comput. Syst. Sci. Eng. 46(2): 1277-1292 (2023) - [j15]Peng Zeng, Guanjun Lin, Jun Zhang, Ying Zhang:
Intelligent detection of vulnerable functions in software through neural embedding-based code analysis. Int. J. Netw. Manag. 33(3) (2023) - [j14]Huan Mei, Guanjun Lin, Da Fang, Jun Zhang:
Detecting vulnerabilities in IoT software: New hybrid model and comprehensive data analysis. J. Inf. Secur. Appl. 74: 103467 (2023) - [j13]Yuhui Zhu, Guanjun Lin, Lipeng Song, Jun Zhang:
The application of neural network for software vulnerability detection: a review. Neural Comput. Appl. 35(2): 1279-1301 (2023) - 2022
- [j12]Xue Yuan, Guanjun Lin, Yonghang Tai, Jun Zhang:
Deep Neural Embedding for Software Vulnerability Discovery: Comparison and Optimization. Secur. Commun. Networks 2022: 5203217:1-5203217:12 (2022) - [j11]Shigang Liu, Guanjun Lin, Lizhen Qu, Jun Zhang, Olivier Y. de Vel, Paul Montague, Yang Xiang:
CD-VulD: Cross-Domain Vulnerability Discovery Based on Deep Domain Adaptation. IEEE Trans. Dependable Secur. Comput. 19(1): 438-451 (2022) - 2021
- [j10]Hongwei Wei, Guanjun Lin, Lin Li, Heming Jia:
A Context-Aware Neural Embedding for Function-Level Vulnerability Detection. Algorithms 14(11): 335 (2021) - [j9]Guanjun Lin, Wei Xiao, Leo Yu Zhang, Shang Gao, Yonghang Tai, Jun Zhang:
Deep neural-based vulnerability discovery demystified: data, model and performance. Neural Comput. Appl. 33(20): 13287-13300 (2021) - [j8]Guanjun Lin, Jun Zhang, Wei Luo, Lei Pan, Olivier Y. de Vel, Paul Montague, Yang Xiang:
Software Vulnerability Discovery via Learning Multi-Domain Knowledge Bases. IEEE Trans. Dependable Secur. Comput. 18(5): 2469-2485 (2021) - 2020
- [j7]Peng Zeng, Guanjun Lin, Lei Pan, Yonghang Tai, Jun Zhang:
Software Vulnerability Analysis and Discovery Using Deep Learning Techniques: A Survey. IEEE Access 8: 197158-197172 (2020) - [j6]Jun Zhang, Lin Li, Guanjun Lin, Da Fang, Yonghang Tai, Jiechun Huang:
Cyber Resilience in Healthcare Digital Twin on Lung Cancer. IEEE Access 8: 201900-201913 (2020) - [j5]Guanjun Lin, Sheng Wen, Qing-Long Han, Jun Zhang, Yang Xiang:
Software Vulnerability Detection Using Deep Neural Networks: A Survey. Proc. IEEE 108(10): 1825-1848 (2020) - [j4]Shigang Liu, Guanjun Lin, Qing-Long Han, Sheng Wen, Jun Zhang, Yang Xiang:
DeepBalance: Deep-Learning and Fuzzy Oversampling for Vulnerability Detection. IEEE Trans. Fuzzy Syst. 28(7): 1329-1343 (2020) - [j3]Liqiang Zhang, Guanjun Lin, Bixuan Gao, Zhibao Qin, Yonghang Tai, Jun Zhang:
Neural Model Stealing Attack to Smart Mobile Device on Intelligent Medical Platform. Wirel. Commun. Mob. Comput. 2020: 8859489:1-8859489:10 (2020) - 2018
- [j2]Guanjun Lin, Jun Zhang, Wei Luo, Lei Pan, Yang Xiang, Olivier Y. de Vel, Paul Montague:
Cross-Project Transfer Representation Learning for Vulnerable Function Discovery. IEEE Trans. Ind. Informatics 14(7): 3289-3297 (2018) - 2017
- [j1]Guanjun Lin, Nan Sun, Surya Nepal, Jun Zhang, Yang Xiang, Houcine Hassan:
Statistical Twitter Spam Detection Demystified: Performance, Stability and Scalability. IEEE Access 5: 11142-11154 (2017)
Conference and Workshop Papers
- 2019
- [c2]Guanjun Lin, Wei Xiao, Jun Zhang, Yang Xiang:
Deep Learning-Based Vulnerable Function Detection: A Benchmark. ICICS 2019: 219-232 - 2017
- [c1]Guanjun Lin, Jun Zhang, Wei Luo, Lei Pan, Yang Xiang:
POSTER: Vulnerability Discovery with Function Representation Learning from Unlabeled Projects. CCS 2017: 2539-2541
Coauthor Index
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