Perry, Sabrina, Yili Jiang, and Charles Walter. 2026. “A Systematic Evaluation of Data Poisoning Severity Under Label Flipping and Gradient Manipulation Based Attacks”. In IEEE SoutheastCon 2026.
Publications
2026
Trotter, Christina, Yixin Chen, and Charles Walter. 2026. “Enhancing Fairness in Image Classification: Modified Loss Functions for Mitigating Race and Sex Bias”. Hawaii International Conference on System Science.
Zakaria, Abdul-Rashid, Charles Walter, Pasi Lautala, Thomas Oommen, and Hong Xiao. 2026. “Railroad Track Defect Detection Using YOLO Models: A Comparative Study”. Hawaii International Conference on System Science.
Perry, Sabrina, Sam Perry, Yili Jiang, and Charles Walter. 2026. “Detecting Data Poisoning Attacks in Image Datasets Using a Vision-Language Hybrid Pipeline”. Hawaii International Conference on System Science.
2025
Burger, Christopher, Charles Walter, Thai Le, and Lingwei Chen. 2025. “Towards Robust and Accurate Stability Estimation of Local Surrogate Models in Text-Based Explainable Ai”. ArXiv Preprint ArXiv:2501.02042.
Burger, Christopher, and Charles Walter. 2025. “Improving Stability Estimates in Adversarial Explainable AI through Alternate Search Methods”. Hawaii International Conference on System Science.
Datta, Soumil, and Charles Walter. 2025. “Generalized Loss-Function-Based Attacks for Object Detection Models”. Hawaii International Conference on System Science.
2024
Burger, Christopher, Charles Walter, and Thai Le. 2024. “The Effect of Similarity Measures on Accurate Stability Estimates for Local Surrogate Models in Text-Based Explainable Ai”. ArXiv Preprint ArXiv:2406.15839.
Cilloni, Thomas, Charles Fleming, and Charles Walter. 2024. “You Are What You Buy: Personal Information Extraction from Anonymized Data”. IEEE Access 12: 29714–29722.
Datta, Soumil, and Charles Walter. 2024. “EllipScape: A Genetic Algorithm Based Approach to Non-Photorealistic Colored Image Reconstruction for Evolutionary Art.”