3 papers
cs.CL2026
Connecting online criminal behavior with machine learning: Using authorship attribution to analyze and link potential online traffickers
Vageesh Kumar Saxena
This research investigated how online criminal activities can be better understood and connected using data-driven machine learning methods. Many illegal activities, such as human…
cs.CL2024
Understanding and Analyzing Model Robustness and Knowledge-Transfer in Multilingual Neural Machine Translation using TX-Ray
Vageesh Saxena, Sharid Loáiciga, Nils Rethmeier
Neural networks have demonstrated significant advancements in Neural Machine Translation (NMT) compared to conventional phrase-based approaches. However, Multilingual Neural Machin…
cs.CL2024
MATCHED: Multimodal Authorship-Attribution To Combat Human Trafficking in Escort-Advertisement Data
Vageesh Saxena, Benjamin Bashpole, Gijs Van Dijck +1
Human trafficking (HT) remains a critical issue, with traffickers increasingly leveraging online escort advertisements (ads) to advertise victims anonymously. Existing detection me…