Showing cs.LGShow all
2 papers · 1 filter
cs.LG2025
Localizing Adversarial Attacks To Produces More Imperceptible Noise
Pavan Reddy, Aditya Sanjay Gujral
Adversarial attacks in machine learning traditionally focus on global perturbations to input data, yet the potential of localized adversarial noise remains underexplored. This stud…
cs.LG2024
AnoGAN for Tabular Data: A Novel Approach to Anomaly Detection
Aditya Singh, Pavan Reddy
Anomaly detection, a critical facet in data analysis, involves identifying patterns that deviate from expected behavior. This research addresses the complexities inherent in anomal…