Wenjia Song

According to our database, Wenjia Song authored at least 14 papers between 2021 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Crypto-Ransomware and Their Defenses: In-Depth Behavioral Characterization, Discussion of Deployability, and New Insights.

Wenjia Song, Sanjula Karanam, Ya Xiao, Jingyuan Qi, Nathan Dautenhahn, Na Meng, Elena Ferrari, Danfeng Yao

ACM Comput. Surv., July, 2026

How Can ChatGPT Support Human Security Testers to Help Mitigate Supply Chain Attacks?

Ying Zhang, Wenjia Song, Zhengjie Ji, Danfeng Yao, Na Meng

IEEE Trans. Software Eng., February, 2026

2025

SAVANT: Vulnerability Detection in Application Dependencies through Semantic-Guided Reachability Analysis.

Lingxiang Wang, Quanzhi Fu, Wenjia Song, Gelei Deng, Yi Liu, Dan Williams, Ying Zhang

CoRR, June, 2025

Data-driven Algorithms for Critical Detection Problems: From Healthcare to Cybersecurity Defenses.

Wenjia Song

PhD thesis, 2025

On the Readiness of Enterprise-Scale Log Analysis Solutions Against Advanced Persistent Threats.

Tanmoy Sarkar Pias, Wenjia Song, Tahmina Sultana Priya, Sahil Dudani, Randy C. Marchany, Brad Tilley, Lingxiang Wang, Danfeng Daphne Yao

Proceedings of the IEEE Secure Development Conference, 2025

2024

Measurement of Embedding Choices on Cryptographic API Completion Tasks.

Ya Xiao, Wenjia Song, Salman Ahmed, Xinyang Ge, Bimal Viswanath, Na Meng, Danfeng (Daphne) Yao

ACM Trans. Softw. Eng. Methodol., March, 2024

Glitch Tokens in Large Language Models: Categorization Taxonomy and Effective Detection.

Yuxi Li, Yi Liu, Gelei Deng, Ying Zhang, Wenjia Song, Ling Shi, Kailong Wang, Yuekang Li, Yang Liu, Haoyu Wang

Proc. ACM Softw. Eng., 2024

Madeline: Continuous and Low-cost Monitoring with Graph-free Representations to Combat Cyber Threats.

Wenjia Song, Hailun Ding, Na Meng, Peng Gao, Danfeng Yao

Proceedings of the Annual Computer Security Applications Conference, 2024

2023

Specializing Neural Networks for Cryptographic Code Completion Applications.

Ya Xiao, Wenjia Song, Jingyuan Qi, Bimal Viswanath, Patrick D. McDaniel, Danfeng Yao

IEEE Trans. Software Eng., June, 2023

How well does LLM generate security tests?

Ying Zhang, Wenjia Song, Zhengjie Ji, Danfeng Yao, Na Meng

CoRR, 2023

Crypto-ransomware Detection through Quantitative API-based Behavioral Profiling.

Wenjia Song, Sanjula Karanam, Ya Xiao, Jingyuan Qi, Nathan Dautenhahn, Na Meng, Danfeng Yao

CoRR, 2023

Tutorial: Crypto-Ransomware: Analysis, Defense, and Criminal Negotiation.

Wenjia Song, Arianna Schuler Scott

Proceedings of the IEEE Secure Development Conference, 2023

An Improved Anchor-Free Nodule Detection System Using Feature Pyramid Network.

Wenjia Song, Fangfang Tang, Henry Marshall, Kwun M. Fong, Feng Liu

Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023

2021

Embedding Code Contexts for Cryptographic API Suggestion: New Methodologies and Comparisons.

Ya Xiao, Salman Ahmed, Wenjia Song, Xinyang Ge, Bimal Viswanath, Danfeng Yao

CoRR, 2021