‪Surya Nepal‬

Cross-Target Stance Classification with Self-Attention Networks

2018 · arXiv (Cornell University)

In stance classification, the target on which the stance is made defines the boundary of the task, and a classifier is usually trained for prediction on the same target. In this work, we explore the …

Two-Factor Decryption: A Better Way to Protect Data Security and Privacy

2020 · The Computer Journal

Abstract Biometric information is unique to a human, so it would be desirable to use the biometric characteristic as the private key in a cryptographic system to protect data security and privacy. In this paper, …

Can Differential Privacy Practically Protect Collaborative Deep Learning Inference for the Internet of Things?

2021 · arXiv (Cornell University)

Collaborative inference has recently emerged as an attractive framework for applying deep learning to Internet of Things (IoT) applications by splitting a DNN model into several subpart models among resource-constrained IoT devices and the cloud. …

Unraveling Threat Intelligence Through the Lens of Malicious URL Campaigns

2023

The daily deluge of alerts is a sombre reality for Security Operations Centre (SOC) personnel worldwide. Those on the front-lines of cybersecurity face the unenviable task of prioritising threats amongst a flood of URLs found …