2 papers
cs.CR2023
Data-Free Model Extraction Attacks in the Context of Object Detection
Harshit Shah, Aravindhan G, Pavan Kulkarni +2
A significant number of machine learning models are vulnerable to model extraction attacks, which focus on stealing the models by using specially curated queries against the target…
cs.LG2023
Targeted Attacks on Timeseries Forecasting
Yuvaraj Govindarajulu, Avinash Amballa, Pavan Kulkarni +1
Real-world deep learning models developed for Time Series Forecasting are used in several critical applications ranging from medical devices to the security domain. Many previous w…