Simulating Network Paths with Recurrent Buffering Units

no code implementations • 23 Feb 2022 • Divyam Anshumaan, Sriram Balasubramanian, Shubham Tiwari, Nagarajan Natarajan, Sundararajan Sellamanickam, Venkata N. Padmanabhan

Simulating physical network paths (e. g., Internet) is a cornerstone research problem in the emerging sub-field of AI-for-networking.

Decision Making Time Series +1

WaveTransform: Crafting Adversarial Examples via Input Decomposition

no code implementations • 29 Oct 2020 • Divyam Anshumaan, Akshay Agarwal, Mayank Vatsa, Richa Singh

Experiments are performed using multiple databases and CNN models to establish the effectiveness of the proposed WaveTransform attack and analyze the importance of a particular frequency component.

Adversarial Defense Object Recognition +1