26 citations · 44 across the 10 of their papers we have counts for
4 papers · 1 filter
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…
Critical Checkpoints for Evaluating Defence Models Against Adversarial Attack and Robustness
Kanak Tekwani, Manojkumar Parmar
From past couple of years there is a cycle of researchers proposing a defence model for adversaries in machine learning which is arguably defensible to most of the existing attacks…
Emerging AI Security Threats for Autonomous Cars -- Case Studies
Shanthi Lekkala, Tanya Motwani, Manojkumar Parmar +1
Artificial Intelligence has made a significant contribution to autonomous vehicles, from object detection to path planning. However, AI models require a large amount of sensitive t…
Dynamic Role-Based Access Control for Decentralized Applications
Arnab Chatterjee, Yash Pitroda, Manojkumar Parmar
Access control management is an integral part of maintaining the security of an application. Although there has been significant work in the field of cloud access control mechanism…