25 citations · 26 across the 5 of their papers we have counts for
7 papers
On the Effectiveness of Kernel-Level Evidence for Agent Security
Spencer King, Zhilu Zhang, Mikhail Kuznetsov +3
LLM agents are deployed into infrastructure that grants them broad host authority, yet existing agent-security benchmarks and defenses operate almost exclusively at the application…
ORBIT: Guided Agentic Orchestration for Autonomous C-to-Rust Transpilation
Muhammad Farrukh, Baris Coskun, Tapti Palit +1
Large-scale migration of legacy C code to Rust offers a promising path toward improving memory safety, but LLM-based C-to-Rust translation remains challenging due to limited contex…
Contextual Learning for Anomaly Detection in Tabular Data
Spencer King, Zhilu Zhang, Ruofan Yu +3
Anomaly detection is critical in domains such as cybersecurity and finance, especially when working with large-scale tabular data. Yet, unsupervised anomaly detection-where no labe…
SafeTrans: LLM-assisted Transpilation from C to Rust
Muhammad Farrukh, Baris Coskun, Tapti Palit +1
Rust is a strong contender for a memory-safe alternative to C as a "systems" language, but porting the vast amount of existing C code to Rust remains daunting. In this paper, we ev…
Firenze: Model Evaluation Using Weak Signals
Bhavna Soman, Ali Torkamani, Michael J. Morais +2
Data labels in the security field are frequently noisy, limited, or biased towards a subset of the population. As a result, commonplace evaluation methods such as accuracy, precisi…
Forecasting Suspicious Account Activity at Large-Scale Online Service Providers
Hassan Halawa, Matei Ripeanu, Konstantin Beznosov +2
In the face of large-scale automated social engineering attacks to large online services, fast detection and remediation of compromised accounts are crucial to limit the spread of…
Nationality Classification Using Name Embeddings
Junting Ye, Shuchu Han, Yifan Hu +4
Nationality identification unlocks important demographic information, with many applications in biomedical and sociological research. Existing name-based nationality classifiers us…