3 papers
cs.CY2026
Governing Execution Risk in Agentic AI Systems: A Trajectory-Guided Framework for Red Teaming
Zhihao Zhu, Yi Yang
AI agents are increasingly embedded in organizational workflows, where they interact with external information sources and invoke digital tools to perform operational tasks. As org…
cs.CR2025
TDDBench: A Benchmark for Training data detection
Zhihao Zhu, Yi Yang, Defu Lian
Training Data Detection (TDD) is a task aimed at determining whether a specific data instance is used to train a machine learning model. In the computer security literature, TDD is…
cs.LG2025
Adaptive Sampled Softmax with Inverted Multi-Index: Methods, Theory and Applications
Jin Chen, Jin Zhang, Xu huang +3
The softmax function is a cornerstone of multi-class classification, integral to a wide range of machine learning applications, from large-scale retrieval and ranking models to adv…