The Adversarial Implications of Variable-Time Inference

1 code implementation • 5 Sep 2023 • Dudi Biton, Aditi Misra, Efrat Levy, Jaidip Kotak, Ron Bitton, Roei Schuster, Nicolas Papernot, Yuval Elovici, Ben Nassi

In our examination of the timing side-channel vulnerabilities associated with this algorithm, we identified the potential to enhance decision-based attacks.

object-detection Object Detection

IoT Device Identification Based on Network Communication Analysis Using Deep Learning

no code implementations • 2 Mar 2023 • Jaidip Kotak, Yuval Elovici

To monitor compliance with such policies, it has become essential to distinguish IoT devices permitted within an organization's network from non white listed (unknown) IoT devices.

Feature Engineering

The Threat of Offensive AI to Organizations

no code implementations • 30 Jun 2021 • Yisroel Mirsky, Ambra Demontis, Jaidip Kotak, Ram Shankar, Deng Gelei, Liu Yang, Xiangyu Zhang, Wenke Lee, Yuval Elovici, Battista Biggio

Although offensive AI has been discussed in the past, there is a need to analyze and understand the threat in the context of organizations.

IoT Device Identification Using Deep Learning

no code implementations • 25 Feb 2020 • Jaidip Kotak, Yuval Elovici

In this study, we applied deep learning on network traffic to automatically identify IoT devices connected to the network.

Feature Engineering