Alsharif Abuadbba

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 …

Large Language Model Adversarial Landscape Through the Lens of Attack Objectives

2025 · arXiv (Cornell University)

Large Language Models (LLMs) represent a transformative leap in artificial intelligence, enabling the comprehension, generation, and nuanced interaction with human language on an unparalleled scale. However, LLMs are increasingly vulnerable to a range of adversarial …