Song, Dawn

Touchalytics: On the Applicability of Touchscreen Input as a Behavioral Biometric for Continuous Authentication

Frank, M., Biedert, R., Ma, E., Martinovic, I., & Song, D. (2013) · IEEE Transactions on Information Forensics and Security

User Authentication and Security SystemsBiometric Identification and Security

Cited by 844

AgentPoison: Red-teaming LLM Agents via Poisoning Memory or Knowledge Bases

Chen, Z., Xiang, Z., Xiao, C., Song, D., & Li, B. (2024) · arXiv

Adversarial Robustness in Machine LearningSecurity and Verification in Computing

Cited by 246

On the Societal Impact of Open Foundation Models

Kapoor, S., Bommasani, R., Klyman, K., Longpre, S., Ramaswami, A., Cihon, P., Hopkins, A., Bankston, K., Biderman, S., Bogen, M., et al. (2024) · arXiv

Ethics and Social Impacts of AILaw, AI, and Intellectual Property

Cited by 103

International AI Safety Report

Bengio, Y., Mindermann, S., Privitera, D., Besiroglu, T., Bommasani, R., Casper, S., Choi, Y., Fox, P., Garfinkel, B., Goldfarb, D., et al. (2025) · arXiv

Ethics and Social Impacts of AISafety Systems Engineering in Autonomy

Cited by 16

Frontier AI's Impact on the Cybersecurity Landscape

Potter, Y., Guo, W., Wang, Z., Shi, T., Li, H., Zhang, A., Kelley, P. G., Thomas, K., & Song, D. (2025) · arXiv

Adversarial Robustness in Machine LearningInformation and Cyber Security

Cited by 7

VERINA: Benchmarking Verifiable Code Generation

Ye, Z., Yan, Z., He, J., Kasriel, T., Yang, K., & Song, D. (2025) · arXiv

Software Engineering ResearchLogic, programming, and type systems

Cited by 3

GuardAgent: Safeguard LLM Agents by a Guard Agent via Knowledge-Enabled Reasoning

Xiang, Z., Zheng, L., Li, Y., Hong, J., Li, Q., Xie, H., Zhang, J., Xiong, Z., Xie, C., Yang, C., et al. (2024) · arXiv

Adversarial Robustness in Machine LearningAccess Control and Trust

Cited by 2