Publications

You can also find my articles on my Google Scholar profile.

• A Sentence Relation-Based Approach to Sanitizing Malicious Instructions - Soumil Datta, Melissa Umble, Daniel S. Brown, Guanhong Tao. (Under Review)

• Evading Intellectual Property Model Protections via Limited Fine-tuning - Soumil Datta, Shih-Chieh Dai, Leo Yu, Guanhong Tao. (Under Review)

• Dataset Poisoning in Behavioral Cloning Policies - Akansha Kalra, Soumil Datta, Ethan Gilmore, Duc La, Guanhong Tao, Daniel S. Brown. EAI SmartSP 2025

• Generalized Loss-Function-Based Attacks for Object Detection Models - Soumil Datta, and Charles Walter. (Nominated for Best Paper) HICSS 2025

• EllipScape: A Genetic Algorithm Based Approach to Non-Photorealistic Colored Image Reconstruction for Evolutionary Art - Soumil Datta, and Charles Walter. (Best Paper Award) HICSS 2024