Toby Davies

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 16

Top Topics

Spatial Analysis

Anomaly Detection

Money Laundering

Detecting Anomalies

Top Venues

GeoSim@SIGSPATIAL

Publications

Kimberly T. Mai, Toby Davies, Lewis D. Griffin
Understanding the limitations of self-supervised learning for tabular anomaly detection. Pattern Anal. Appl. 27 (2) (2024)
Arianna Trozze, Toby Davies, Bennett Kleinberg
Of Degens and Defrauders: Using Open-Source Investigative Tools to Investigate Decentralized Finance Frauds and Money Laundering. CoRR (2023)
Kimberly T. Mai, Sergi D. Bray, Toby Davies, Lewis D. Griffin
Warning: Humans Cannot Reliably Detect Speech Deepfakes. CoRR (2023)
Kimberly T. Mai, Toby Davies, Lewis D. Griffin
Understanding the limitations of self-supervised learning for tabular anomaly detection. CoRR (2023)
Arianna Trozze, Toby Davies, Bennett Kleinberg
Large Language Models in Cryptocurrency Securities Cases: Can ChatGPT Replace Lawyers? CoRR (2023)
Arianna Trozze, Toby Davies, Bennett Kleinberg
Of degens and defrauders: Using open-source investigative tools to investigate decentralized finance frauds and money laundering. Forensic Sci. Int. Digit. Investig. 46 (2023)
Alberto Nieto, Toby Davies, Hervé Borrion
Examining the importance of existing relationships for co-offending: a temporal network analysis in Bogotá, Colombia (2005-2018). Appl. Netw. Sci. 8 (1) (2023)
Kimberly T. Mai, Toby Davies, Lewis D. Griffin, Emmanouil Benetos
Explaining the Decision of Anomalous Sound Detectors. DCASE (2022)
Alberto Nieto, Toby Davies, Hervé Borrion
"Offending with the accomplices of my accomplices": Evidence and implications regarding triadic closure in co-offending networks. Soc. Networks 70 (2022)
Kimberly T. Mai, Toby Davies, Lewis D. Griffin
Self-Supervised Losses for One-Class Textual Anomaly Detection. CoRR (2022)
Bennett Kleinberg, Toby Davies, Maximilian Mozes
Textwash - automated open-source text anonymisation. CoRR (2022)
Arianna Trozze, Bennett Kleinberg, Toby Davies
Detecting DeFi Securities Violations from Token Smart Contract Code with Random Forest Classification. CoRR (2021)
Octavian Ciprian Bordeanu, Gianluca Stringhini, Yun Shen, Toby Davies
JABBIC Lookups: A Backend Telemetry-Based System for Malware Triage. SecureComm (2) (2021)
Kimberly T. Mai, Toby Davies, Lewis D. Griffin
Brittle Features May Help Anomaly Detection. CoRR (2021)
Zahra Jafari, Toby Davies, Shane D. Johnson
Spatial analysis of border closure intervention scheme in conflict-induced displacement. GeoSim@SIGSPATIAL (2020)
Colin C. Ife, Toby Davies, Steven J. Murdoch, Gianluca Stringhini
Bridging Information Security and Environmental Criminology Research to Better Mitigate Cybercrime. CoRR (2019)