Projects per year
Personal profile
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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Dive into the research topics where Peng Liu is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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Towards Provable Security of Real-world Servers: Where Online Learning Meets Server Retrofitting
9/1/22 → 8/31/25
Project: Research project
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SaTC: CORE: Small: Collaborative: Enabling Precise and Automated Insecurity Analysis of Middleware on Mobile Platforms
10/1/18 → 9/30/22
Project: Research project
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BD Spokes: PLANNING: NORTHEAST: Cross-organization Big Data Cyber Attack Awareness
Yen, J., Cybenko, G., Atluri, V., Sears, A. L. & Liu, P.
9/1/16 → 8/31/17
Project: Research project
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Breakthrough: CPS-Security: Towards Provably Correct Distributed Attack-Resilient Control of Unmanned-Vehicle-Operator Networks
7/15/15 → 6/30/19
Project: Research project
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Detecting Vulnerabilities in Linux-Based Embedded Firmware with SSE-Based On-Demand Alias Analysis
Cheng, K., Zheng, Y., Liu, T., Guan, L., Liu, P., Li, H., Zhu, H., Ye, K. & Sun, L., Jul 12 2023, ISSTA 2023 - Proceedings of the 32nd ACM SIGSOFT International Symposium on Software Testing and Analysis. Just, R. & Fraser, G. (eds.). Association for Computing Machinery, Inc, p. 360-372 13 p. (ISSTA 2023 - Proceedings of the 32nd ACM SIGSOFT International Symposium on Software Testing and Analysis).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Physical Devices-Agnostic Hybrid Fuzzing of IoT Firmware
Situ, L., Zhang, C., Guan, L., Zuo, Z., Wang, L., Li, X., Liu, P. & Shi, J., 2023, (Accepted/In press) In: IEEE Internet of Things Journal. p. 1 1 p.Research output: Contribution to journal › Article › peer-review
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Semantics-Preserving Reinforcement Learning Attack Against Graph Neural Networks for Malware Detection
Zhang, L., Liu, P., Choi, Y. H. & Chen, P., Mar 1 2023, In: IEEE Transactions on Dependable and Secure Computing. 20, 2, p. 1390-1402 13 p.Research output: Contribution to journal › Article › peer-review
2 Scopus citations -
Tackling imbalanced data in cybersecurity with transfer learning: a case with ROP payload detection
Wang, H., Singhal, A. & Liu, P., Dec 2023, In: Cybersecurity. 6, 1, 2.Research output: Contribution to journal › Article › peer-review
Open Access2 Scopus citations -
ARGAN: Adversarially Robust Generative Adversarial Networks for Deep Neural Networks Against Adversarial Examples
Choi, S. H., Shin, J. M., Liu, P. & Choi, Y. H., 2022, In: IEEE Access. 10, p. 33602-33615 14 p.Research output: Contribution to journal › Article › peer-review
Open Access2 Scopus citations