no code implementations • 1 Mar 2024 • Adrian Shuai Li, Arun Iyengar, Ashish Kundu, Elisa Bertino
The latter data may follow a distinct distribution.
no code implementations • 30 Jan 2024 • Kausik Lakkaraju, Vedant Khandelwal, Biplav Srivastava, Forest Agostinelli, Hengtao Tang, Prathamjeet Singh, Dezhi Wu, Matt Irvin, Ashish Kundu
Artificial intelligence (AI) has the potential to transform education with its power of uncovering insights from massive data about student learning patterns.
no code implementations • 23 Jan 2024 • Xun Xian, Ganghua Wang, Xuan Bi, Jayanth Srinivasa, Ashish Kundu, Mingyi Hong, Jie Ding
Subsequently, we employ a classifier that is jointly trained with the watermark to detect the presence of the watermark.
no code implementations • 20 Dec 2023 • Xin Jin, Charalampos Katsis, Fan Sang, Jiahao Sun, Elisa Bertino, Ramana Rao Kompella, Ashish Kundu
In this paper, we propose Prometheus, an advanced system designed to provide a detailed analysis of the security posture of computing infrastructures.
no code implementations • 16 Oct 2023 • Ganghua Wang, Xun Xian, Jayanth Srinivasa, Ashish Kundu, Xuan Bi, Mingyi Hong, Jie Ding
The growing dependence on machine learning in real-world applications emphasizes the importance of understanding and ensuring its safety.
no code implementations • 9 Sep 2023 • Biplav Srivastava, Kausik Lakkaraju, Tarmo Koppel, Vignesh Narayanan, Ashish Kundu, Sachindra Joshi
Chatbots, the common moniker for collaborative assistants, are Artificial Intelligence (AI) software that enables people to naturally interact with them to get tasks done.
no code implementations • 18 Jul 2022 • Canyu Chen, Yueqing Liang, Xiongxiao Xu, Shangyu Xie, Ashish Kundu, Ali Payani, Yuan Hong, Kai Shu
Thus, it is essential to ensure fairness in machine learning models.
no code implementations • 14 Jun 2022 • Xin Jin, Charalampos Katsis, Fan Sang, Jiahao Sun, Ashish Kundu, Ramana Kompella
Edge computing is a paradigm that shifts data processing services to the network edge, where data are generated.
no code implementations • 13 Sep 2021 • Kshitij Gulati, Gaurav Verma, Mukesh Mohania, Ashish Kundu
The proposed work's novel contributions, including the incorporation of occasion context, region-wise makeup recommendation, real-time makeup previews and continuous makeup feedback, set our system apart from the current work in makeup recommendation.
no code implementations • 27 Dec 2019 • Josh Payne, Ashish Kundu
In cloud computing environments with many virtual machines, containers, and other systems, an epidemic of malware can be highly threatening to business processes.
no code implementations • 8 Aug 2019 • Mustafa Canim, Ashish Kundu, Josh Payne
Given a classification service supplier $S$, intermediary CaaS provider $P$ claiming to use $S$ as a classification backend, and customer $C$, our work addresses the following questions: (i) how can $P$'s claim to be using $S$ be verified by $C$?