36 citations · 78 across the 8 of their papers we have counts for
10 papers
Radial Spike and Slab Bayesian Neural Networks for Sparse Data in Ransomware Attacks
Jurijs Nazarovs, Jack W. Stokes, Melissa Turcotte +2
Ransomware attacks are increasing at an alarming rate, leading to large financial losses, unrecoverable encrypted data, data leakage, and privacy concerns. The prompt detection of…
Living-Off-The-Land Command Detection Using Active Learning
Talha Ongun, Jack W. Stokes, Jonathan Bar Or +6
In recent years, enterprises have been targeted by advanced adversaries who leverage creative ways to infiltrate their systems and move laterally to gain access to critical data. O…
URLTran: Improving Phishing URL Detection Using Transformers
Pranav Maneriker, Jack W. Stokes, Edir Garcia Lazo +3
Browsers often include security features to detect phishing web pages. In the past, some browsers evaluated an unknown URL for inclusion in a list of known phishing pages. However,…
Preventing Machine Learning Poisoning Attacks Using Authentication and Provenance
Jack W. Stokes, Paul England, Kevin Kane
Recent research has successfully demonstrated new types of data poisoning attacks. To address this problem, some researchers have proposed both offline and online data poisoning de…
Designing Indicators to Combat Fake Media
Imani N. Sherman, Elissa M. Redmiles, Jack W. Stokes
The growth of misinformation technology necessitates the need to identify fake videos. One approach to preventing the consumption of these fake videos is provenance which allows th…
AMP: Authentication of Media via Provenance
Paul England, Henrique S. Malvar, Eric Horvitz +16
Advances in graphics and machine learning have led to the general availability of easy-to-use tools for modifying and synthesizing media. The proliferation of these tools threatens…