335 citations · 811 across the 25 of their papers we have counts for
28 papers
Explainable Deep Learning: A Field Guide for the Uninitiated
Gabrielle Ras, Ning Xie, Marcel van Gerven +1
Deep neural networks (DNNs) have become a proven and indispensable machine learning tool. As a black-box model, it remains difficult to diagnose what aspects of the model's input d…
A First Look at References from the Dark to Surface Web World
Mahdieh Zabihimayvan, Derek Doran
Tor is one of the most well-known networks that protects the identity of both content providers and their clients against any tracking or tracing on the Internet. So far, most rese…
Contextual Grounding of Natural Language Entities in Images
Farley Lai, Ning Xie, Derek Doran +1
In this paper, we introduce a contextual grounding approach that captures the context in corresponding text entities and image regions to improve the grounding accuracy. Specifical…
Fuzzy Rough Set Feature Selection to Enhance Phishing Attack Detection
Mahdieh Zabihimayvan, Derek Doran
Phishing as one of the most well-known cybercrime activities is a deception of online users to steal their personal or confidential information by impersonating a legitimate websit…
A Broad Evaluation of the Tor English Content Ecosystem
Mahdieh Zabihimayvan, Reza Sadeghi, Derek Doran +1
Tor is among most well-known dark net in the world. It has noble uses, including as a platform for free speech and information dissemination under the guise of true anonymity, but…
Visual Entailment: A Novel Task for Fine-Grained Image Understanding
Ning Xie, Farley Lai, Derek Doran +1
Existing visual reasoning datasets such as Visual Question Answering (VQA), often suffer from biases conditioned on the question, image or answer distributions. The recently propos…