Chakraborty, Saikat; Krishna, Rahul; Ding, Yangruibo; Ray, Baishakhi (2021). "Deep Learning based Vulnerability Detection: Are We There Yet". IEEE Transactions on Software Engineering. 48 (9): 3280–3296. arXiv:2009.07235. doi:10.1109/TSE.2021.3087402. S2CID221703797.
Zhou, Li; Huang, Minhuan; Li, Yujun; Nie, Yuanping; Li, Jin; Liu, Yiwei (October 2021). "GraphEye: A Novel Solution for Detecting Vulnerable Functions Based on Graph Attention Network". 2021 IEEE Sixth International Conference on Data Science in Cyberspace (DSC). pp. 381–388. arXiv:2202.02501. doi:10.1109/DSC53577.2021.00060. ISBN978-1-6654-1815-7. S2CID246634824.
doi.org
Yamaguchi, Fabian; Golde, Nico; Arp, Daniel; Rieck, Konrad (May 2014). "Modeling and Discovering Vulnerabilities with Code Property Graphs". 2014 IEEE Symposium on Security and Privacy. pp. 590–604. doi:10.1109/SP.2014.44. ISBN978-1-4799-4686-0. S2CID2231082.
Backes, Michael; Rieck, Konrad; Skoruppa, Malte; Stock, Ben; Yamaguchi, Fabian (April 2017). "Efficient and Flexible Discovery of PHP Application Vulnerabilities". 2017 IEEE European Symposium on Security and Privacy (EuroS&P). pp. 334–349. doi:10.1109/EuroSP.2017.14. ISBN978-1-5090-5762-7. S2CID206649536.
Brito, Tiago; Lopes, Pedro; Santos, Nuno; Santos, José Fragoso (1 July 2022). "Wasmati: An efficient static vulnerability scanner for WebAssembly". Computers & Security. 118: 102745. arXiv:2204.12575. doi:10.1016/j.cose.2022.102745. S2CID248405811.
Banse, Christian; Kunz, Immanuel; Schneider, Angelika; Weiss, Konrad (September 2021). "Cloud Property Graph: Connecting Cloud Security Assessments with Static Code Analysis". 2021 IEEE 14th International Conference on Cloud Computing (CLOUD). pp. 13–19. arXiv:2206.06938. doi:10.1109/CLOUD53861.2021.00014. ISBN978-1-6654-0060-2. S2CID243946828.
Wi, Seongil; Woo, Sijae; Whang, Joyce Jiyoung; Son, Sooel (25 April 2022). "HiddenCPG: Large-Scale Vulnerable Clone Detection Using Subgraph Isomorphism of Code Property Graphs". Proceedings of the ACM Web Conference 2022. pp. 755–766. doi:10.1145/3485447.3512235. ISBN9781450390965. S2CID248367462.
Bowman, Benjamin; Huang, H. Howie (September 2020). "VGRAPH: A Robust Vulnerable Code Clone Detection System Using Code Property Triplets". 2020 IEEE European Symposium on Security and Privacy (EuroS&P). pp. 53–69. doi:10.1109/EuroSP48549.2020.00012. ISBN978-1-7281-5087-1. S2CID226268429.
Du, Xiaoning; Chen, Bihuan; Li, Yuekang; Guo, Jianmin; Zhou, Yaqin; Liu, Yang; Jiang, Yu (May 2019). "LEOPARD: Identifying Vulnerable Code for Vulnerability Assessment Through Program Metrics". 2019 IEEE/ACM 41st International Conference on Software Engineering (ICSE). pp. 60–71. arXiv:1901.11479. doi:10.1109/ICSE.2019.00024. ISBN978-1-7281-0869-8. S2CID59523689.
Banse, Christian; Kunz, Immanuel; Schneider, Angelika; Weiss, Konrad (September 2021). "Cloud Property Graph: Connecting Cloud Security Assessments with Static Code Analysis". 2021 IEEE 14th International Conference on Cloud Computing (CLOUD). pp. 13–19. arXiv:2206.06938. doi:10.1109/CLOUD53861.2021.00014. ISBN978-1-6654-0060-2. S2CID243946828.
Haojie, Zhang; Yujun, Li; Yiwei, Liu; Nanxin, Zhou (December 2021). "Vulmg: A Static Detection Solution for Source Code Vulnerabilities Based on Code Property Graph and Graph Attention Network". 2021 18th International Computer Conference on Wavelet Active Media Technology and Information Processing (ICCWAMTIP). pp. 250–255. doi:10.1109/ICCWAMTIP53232.2021.9674145. ISBN978-1-6654-1364-0. S2CID246039350.
Zheng, Weining; Jiang, Yuan; Su, Xiaohong (October 2021). "Vu1SPG: Vulnerability detection based on slice property graph representation learning". 2021 IEEE 32nd International Symposium on Software Reliability Engineering (ISSRE). pp. 457–467. doi:10.1109/ISSRE52982.2021.00054. ISBN978-1-6654-2587-2. S2CID246751595.
Chakraborty, Saikat; Krishna, Rahul; Ding, Yangruibo; Ray, Baishakhi (2021). "Deep Learning based Vulnerability Detection: Are We There Yet". IEEE Transactions on Software Engineering. 48 (9): 3280–3296. arXiv:2009.07235. doi:10.1109/TSE.2021.3087402. S2CID221703797.
Zhou, Li; Huang, Minhuan; Li, Yujun; Nie, Yuanping; Li, Jin; Liu, Yiwei (October 2021). "GraphEye: A Novel Solution for Detecting Vulnerable Functions Based on Graph Attention Network". 2021 IEEE Sixth International Conference on Data Science in Cyberspace (DSC). pp. 381–388. arXiv:2202.02501. doi:10.1109/DSC53577.2021.00060. ISBN978-1-6654-1815-7. S2CID246634824.
Ganz, Tom; Härterich, Martin; Warnecke, Alexander; Rieck, Konrad (15 November 2021). "Explaining Graph Neural Networks for Vulnerability Discovery". Proceedings of the 14th ACM Workshop on Artificial Intelligence and Security. pp. 145–156. doi:10.1145/3474369.3486866. ISBN9781450386579. S2CID240001850.
Duan, Xu; Wu, Jingzheng; Ji, Shouling; Rui, Zhiqing; Luo, Tianyue; Yang, Mutian; Wu, Yanjun (August 2019). "VulSniper: Focus Your Attention to Shoot Fine-Grained Vulnerabilities". Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence. pp. 4665–4671. doi:10.24963/ijcai.2019/648. ISBN978-0-9992411-4-1. S2CID199466292.
Yamaguchi, Fabian; Golde, Nico; Arp, Daniel; Rieck, Konrad (May 2014). "Modeling and Discovering Vulnerabilities with Code Property Graphs". 2014 IEEE Symposium on Security and Privacy. pp. 590–604. doi:10.1109/SP.2014.44. ISBN978-1-4799-4686-0. S2CID2231082.
Backes, Michael; Rieck, Konrad; Skoruppa, Malte; Stock, Ben; Yamaguchi, Fabian (April 2017). "Efficient and Flexible Discovery of PHP Application Vulnerabilities". 2017 IEEE European Symposium on Security and Privacy (EuroS&P). pp. 334–349. doi:10.1109/EuroSP.2017.14. ISBN978-1-5090-5762-7. S2CID206649536.
Brito, Tiago; Lopes, Pedro; Santos, Nuno; Santos, José Fragoso (1 July 2022). "Wasmati: An efficient static vulnerability scanner for WebAssembly". Computers & Security. 118: 102745. arXiv:2204.12575. doi:10.1016/j.cose.2022.102745. S2CID248405811.
Banse, Christian; Kunz, Immanuel; Schneider, Angelika; Weiss, Konrad (September 2021). "Cloud Property Graph: Connecting Cloud Security Assessments with Static Code Analysis". 2021 IEEE 14th International Conference on Cloud Computing (CLOUD). pp. 13–19. arXiv:2206.06938. doi:10.1109/CLOUD53861.2021.00014. ISBN978-1-6654-0060-2. S2CID243946828.
Wi, Seongil; Woo, Sijae; Whang, Joyce Jiyoung; Son, Sooel (25 April 2022). "HiddenCPG: Large-Scale Vulnerable Clone Detection Using Subgraph Isomorphism of Code Property Graphs". Proceedings of the ACM Web Conference 2022. pp. 755–766. doi:10.1145/3485447.3512235. ISBN9781450390965. S2CID248367462.
Bowman, Benjamin; Huang, H. Howie (September 2020). "VGRAPH: A Robust Vulnerable Code Clone Detection System Using Code Property Triplets". 2020 IEEE European Symposium on Security and Privacy (EuroS&P). pp. 53–69. doi:10.1109/EuroSP48549.2020.00012. ISBN978-1-7281-5087-1. S2CID226268429.
Du, Xiaoning; Chen, Bihuan; Li, Yuekang; Guo, Jianmin; Zhou, Yaqin; Liu, Yang; Jiang, Yu (May 2019). "LEOPARD: Identifying Vulnerable Code for Vulnerability Assessment Through Program Metrics". 2019 IEEE/ACM 41st International Conference on Software Engineering (ICSE). pp. 60–71. arXiv:1901.11479. doi:10.1109/ICSE.2019.00024. ISBN978-1-7281-0869-8. S2CID59523689.
Banse, Christian; Kunz, Immanuel; Schneider, Angelika; Weiss, Konrad (September 2021). "Cloud Property Graph: Connecting Cloud Security Assessments with Static Code Analysis". 2021 IEEE 14th International Conference on Cloud Computing (CLOUD). pp. 13–19. arXiv:2206.06938. doi:10.1109/CLOUD53861.2021.00014. ISBN978-1-6654-0060-2. S2CID243946828.
Haojie, Zhang; Yujun, Li; Yiwei, Liu; Nanxin, Zhou (December 2021). "Vulmg: A Static Detection Solution for Source Code Vulnerabilities Based on Code Property Graph and Graph Attention Network". 2021 18th International Computer Conference on Wavelet Active Media Technology and Information Processing (ICCWAMTIP). pp. 250–255. doi:10.1109/ICCWAMTIP53232.2021.9674145. ISBN978-1-6654-1364-0. S2CID246039350.
Zheng, Weining; Jiang, Yuan; Su, Xiaohong (October 2021). "Vu1SPG: Vulnerability detection based on slice property graph representation learning". 2021 IEEE 32nd International Symposium on Software Reliability Engineering (ISSRE). pp. 457–467. doi:10.1109/ISSRE52982.2021.00054. ISBN978-1-6654-2587-2. S2CID246751595.
Chakraborty, Saikat; Krishna, Rahul; Ding, Yangruibo; Ray, Baishakhi (2021). "Deep Learning based Vulnerability Detection: Are We There Yet". IEEE Transactions on Software Engineering. 48 (9): 3280–3296. arXiv:2009.07235. doi:10.1109/TSE.2021.3087402. S2CID221703797.
Zhou, Li; Huang, Minhuan; Li, Yujun; Nie, Yuanping; Li, Jin; Liu, Yiwei (October 2021). "GraphEye: A Novel Solution for Detecting Vulnerable Functions Based on Graph Attention Network". 2021 IEEE Sixth International Conference on Data Science in Cyberspace (DSC). pp. 381–388. arXiv:2202.02501. doi:10.1109/DSC53577.2021.00060. ISBN978-1-6654-1815-7. S2CID246634824.
Ganz, Tom; Härterich, Martin; Warnecke, Alexander; Rieck, Konrad (15 November 2021). "Explaining Graph Neural Networks for Vulnerability Discovery". Proceedings of the 14th ACM Workshop on Artificial Intelligence and Security. pp. 145–156. doi:10.1145/3474369.3486866. ISBN9781450386579. S2CID240001850.
Duan, Xu; Wu, Jingzheng; Ji, Shouling; Rui, Zhiqing; Luo, Tianyue; Yang, Mutian; Wu, Yanjun (August 2019). "VulSniper: Focus Your Attention to Shoot Fine-Grained Vulnerabilities". Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence. pp. 4665–4671. doi:10.24963/ijcai.2019/648. ISBN978-0-9992411-4-1. S2CID199466292.