Publications

M. Shrestha, Y. Ravichandran, E. Kim. "Secure Multiparty Generative AI"

(Workshop on Deployable AI at AAAI 2025, Philadelphia, Pennsylvania) PDF

E. Kim, M. Shrestha, R. Foty, T. Delay, V. Seyfert-Margolis "Structured Extraction of Real World Medical Knowledge using LLMs for Summarization and Search"

(Workshop on Knowledge Graphs and Big Data In conjunction with the IEEE Big Data 2024, Washington DC.) PDF

I. Isozaki, M. Shrestha, R. Console, E. Kim. "Towards Automated Penetration Testing: Introducing LLM Benchmark, Analysis, and Improvements"

(Currently under review in ARR 2025 cycle) PDF

A. Azizpour, T. D. Nguyen, M. Shrestha, K. Xu, E. Kim, M. C. Stamm. "E3: Ensemble of Expert Embedders for Adapting Synthetic Image Detectors to New Generators Using Limited Data"

(CVPR Workshop on Multimedia Forensics 2024, Seattle, Washington) PDF

J. Elmer, T. Kabilanokeke, M. Shrestha, E. Moyer, K. Hirsch, T. May, Z. He, D. Moberg. "Evaluating Artifact Detection Algorithms for the Arterial Blood PressureWaveform Acquired from the Intensive Care Unit: A PRECICECAP Informatics Approach"

(Manuscript Submitted to IEEE Transactions on Biomedical Engineering 2024) 

R. Weber, M. Shrestha, A. J. Johs. "Knowledge-based XAI through CBR"

(International Conference for Case-Based Reasoning ICCBR, 2021, Salamanca, Spain) PDF

P. Goel, A. J. Johs, M. Shrestha, R. Weber. "Explanation Container in Case-Based Biomedical Question-Answering"

(International Conference for Case-Based Reasoning ICCBR, 2021, Salamanca, Spain) PDF

R. Weber, M. Shrestha. "Tutorial for eXplainable AI"

(AI and Autonomy Workshop - Military Operations Research Society, 2021, Laurel, Maryland) PDF