2 papers
cs.CR2025
Provably effective detection of effective data poisoning attacks
Jonathan Gallagher, Yasaman Esfandiari, Callen MacPhee +1
This paper establishes a mathematically precise definition of dataset poisoning attack and proves that the very act of effectively poisoning a dataset ensures that the attack can b…
eess.IV2022
Phase-Stretch Adaptive Gradient-Field Extractor (PAGE)
Callen MacPhee, Madhuri Suthar, Bahram Jalali
Phase-Stretch Adaptive Gradient-Field Extractor (PAGE) is an edge detection algorithm that is inspired by physics of electromagnetic diffraction and dispersion. A computational ima…