2 papers
cs.CR2025
PhreshPhish: A Real-World, High-Quality, Large-Scale Phishing Website Dataset and Benchmark
Thomas Dalton, Hemanth Gowda, Girish Rao +5
Phishing remains a pervasive and growing threat, inflicting heavy economic and reputational damage. While machine learning has been effective in real-time detection of phishing att…
cs.CR2020
Classifying Malware Using Function Representations in a Static Call Graph
Thomas Dalton, Mauritius Schmidtler, Alireza Hadj Khodabakhshi
We propose a deep learning approach for identifying malware families using the function call graphs of x86 assembly instructions. Though prior work on static call graph analysis ex…