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cs.CR2024★ 2 cited
Enhancing TinyML Security: Study of Adversarial Attack Transferability
Parin Shah, Yuvaraj Govindarajulu, Pavan Kulkarni +1
The recent strides in artificial intelligence (AI) and machine learning (ML) have propelled the rise of TinyML, a paradigm enabling AI computations at the edge without dependence o…
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…