Lewis Griffin gave an invited talk on 'AI & the Modern World' to open the NCA's National Kidnap Conference 2025 at the US Embassy.
Lewis Griffin presented on 'Matrix Gaming with LLMs' at Connections UK (Professional Wargaming 2024). [Slides]
Lewis Griffin talked on "Gen-AI and its potential harms" in the Home Office "Future Crime/Changing World" seminar series.
Kimberly Ton Mai started as a Principal Technology Adviser at the UK's information rights regulator, the Information Commissioner's Office.
Kimberly Ton Mai spoke on "Malicious uses of AI" at the 4th INTERPOL-UNICRI Meeting on Responsible AI Innovation in Law Enforcement in Singapore
Lewis Griffin appeared on the Steering AI podcast to discuss how Large Language Models could be used for political influence.
Lewis Griffin and Kimberly Ton Tran contributed to BBC File on 4 documentary "Artificial Intelligence: The Criminal Threat".
COMPASS organised a two day workshop, 'Generative AI and Homeland Security: rethinking risk and response', 9-10 November 2023.
Lewis Griffin presented on 'AI and Wargaming' at Connections UK 2023. [Slides, Audio]
Professor Lewis Griffin was a guest on BBC Inside Science talking about voice deepfakes.
COMPASS, with the Dawes Centre for Future Crime are organizing a workshop for the UK HMG Home Office to build understanding of the technology and threat, enhance direct industry engagement and begin articulating future policy positions on Generative AI.
Report (id DSTL/TR149009) completed for UK Defence S&T Futures Programme.
Our new pre-print paper on Susceptibility to Influence of Large Language Models is now available on arXiv.
Our new paper on Conditional Adversarial Camera Model Anonymization has been accepted at ECCV 2020 (Advances in Image Manipulation workshop)
Our paper on AI-enabled Future Crime has been accepted and is in press at Crime Science
Our new paper "Limits on transfer learning from photographic image data to X-ray threat detection" has been published in the Journal of X-ray Science and Technology
Our new paper on Multiple Identity Images is now available online: "Multiple-Identity Image Attacks Against Face-based Identity Verification"
Lewis Griffin is an invited speaker at the "AvSec World 2019" conference in Miami, 26-28 February.
COMPASS is hosting an AI & Future Crime sandpit, 14-15 February 2019
| Year | Title | Journal/Conf. | ||
|---|---|---|---|---|
| 2023 | Large Language Models & Influence — DSTL Technical Report/TR149009 | Available on request | Lewis Griffin LDG | Language Models |
| 2023 | Use of LLMs for Illicit Purposes: Threats, Prevention Measures, and Vulnerabilities | arXiv | Maximilian Mozes MM, Xuanli He XH, Bennett Kleinberg BK, Lewis Griffin LDG | Language Models |
| 2023 | Warning: Humans Cannot Reliably Detect Speech Deepfakes | PLoS One | Kimberly Mai KTM, Sergi Bray SDB, Toby Davies TD, Lewis Griffin LDG | Deepfakes Speech Audio |
| 2023 | Large Language Models respond to Influence like Humans | SICon 2023 | Lewis Griffin LDG, Bennett Kleinberg BK, Maximilian Mozes MM, Kimberly Mai KTM, Maria Vau MV, Matthew Caldwell MC, Augustine Marvor-Parker AMP | Language Models |
| 2023 | Susceptibility to Influence of Large Language Models | arXiv | Lewis Griffin LDG, Bennett Kleinberg BK, Maximilian Mozes MM, Kimberly Mai KTM, Maria Vau MV, Matthew Caldwell MC, Augustine Marvor-Parker AMP | Language Models |
| 2023 | Warning: Humans Cannot Reliably Detect Speech Deepfakes | arXiv | Kimberly Mai KTM, Sergi Bray SDB, Toby Davies TD, Lewis Griffin LDG | Deepfakes Speech Audio |
| 2020 | Conditional Adversarial Camera Model Anonymization | ECCV | Jerone Andrews JTAA, Yidan Zhang YZ, Lewis Griffin LDG | Object Detection Adversarial Machine Learning |
| 2020 | AI-enabled Future Crime | Crime Science | Matthew Caldwell MC, Jerone Andrews JTAA, Thomas Tanay TT, Lewis Griffin LDG | Review Future Crime |
| 2019 | Limits on transfer learning from photographic image data to X-ray threat detection | Journal of X-ray Science and Technology | Matthew Caldwell MC, Lewis Griffin LDG | Transfer Learning Object Detection |
| 2019 | Multiple-Identity Image Attacks Against Face-based Identity Verification | arXiv | Jerone Andrews JTAA, Thomas Tanay TT, Lewis Griffin LDG | Face Morphing Data Poisoning Adversarial Machine Learning |
| 2018 | Unexpected item in the bagging area: Anomaly Detection in X-ray Security Images | TIFS | Lewis Griffin LDG, Matthew Caldwell MC, Jerone Andrews JTAA, Helene Bohler HB | Anomaly Detection |
| 2018 | Machine Learning Based Localization and Classification with Atomic Magnetometers | PRL | Cameron Deans CD, Lewis Griffin LDG, Luca Marmugi LM, Ferruccio Renzoni FR | Electromagnetic Imaging |
| 2017 | Transferring x-ray based automated threat detection between scanners with different energies and resolution | SPIE D+S | Matthew Caldwell MC, Mark Ransley MR, Thomas Rogers TWR, Lewis Griffin LDG | Object Detection |
| 2017 | Representation-learning for anomaly detection in complex x-ray cargo imagery | SPIE D+S | Jerone Andrews JTAA, Nicolas Jaccard NJ, Thomas Rogers TWR, Thomas Tanay TT, Lewis Griffin LDG | Anomaly Detection |
| 2017 | L2 Regularization and the Adversarial Distance | ICML | Jerone Andrews JTAA, Nicolas Jaccard NJ, Thomas Rogers TWR, Thomas Tanay TT, Lewis Griffin LDG | Anomaly Detection Adversarial Machine Learning |
| 2017 | A deep learning framework for the automated inspection of complex dual-energy x-ray cargo imagery | SPIE D+S | Thomas Rogers TWR, Nicolas Jaccard NJ, Edward Morton EJM, Lewis Griffin LDG | Object Detection |
| 2016 | A boundary tilting perspective on the phenomenon of adversarial examples | arXiv | Thomas Tanay TT, Lewis Griffin LDG | Adversarial Machine Learning |
| 2016 | Anomaly Detection for Security Imaging | DSDS | Jerone Andrews JTAA, Nicolas Jaccard NJ, Thomas Rogers TWR, Thomas Tanay TT, Lewis Griffin LDG | Anomaly Detection |
| 2016 | Automated detection of smuggled high-risk security threats using Deep Learning | ICDP | Nicolas Jaccard NJ, Thomas Rogers TWR, Edward Morton EJM, Lewis Griffin LDG | Object Detection |
| 2016 | Detection of concealed cars in complex cargo X-ray imagery using deep learning | JXST | Nicolas Jaccard NJ, Thomas Rogers TWR, Edward Morton EJM, Lewis Griffin LDG | Object Detection |
| 2016 | Automated X-ray Image Analysis for Cargo Security: Critical Review and Future Promise | JXST | Thomas Rogers TWR, Nicolas Jaccard NJ, Lewis Griffin LDG | Review Object Detection Anomaly Detection Image Pre-Processing |
| 2016 | Measuring and correcting wobble in large-scale transmission radiography | JXST | Thomas Rogers TWR, James Ollier JO, Edward Morton EJM, Lewis Griffin LDG | Image Pre-Processing |
| 2016 | Threat Image Projection (TIP) into X-ray images of cargo containers for training humans and machines | IEEE ICCST | Thomas Rogers TWR, Nicolas Jaccard NJ, Emmanouil Protonotarios EPD, James Ollier JO, Edward Morton EM, Lewis Griffin LDG | Object Detection |
| 2016 | Transfer Representation-Learning for Anomaly Detection | ICML | Jerone Andrews JTAA, Thomas Tanay TT, Edward Morton EJM, Lewis Griffin LDG | Anomaly Detection |
| 2016 | Tackling the x-ray cargo inspection challenge using machine learning | SPIE D+S | Nicolas Jaccard NJ, Thomas Rogers TWR, Edward Morton EJM, Lewis Griffin LDG | Review Object Detection Image Pre-Processing |
| 2016 | Detecting Anomalous Data Using Auto-Encoders | IJMLC | Jerone Andrews JTAA, Edward Morton WJM, Lewis Griffin LDG | Anomaly Detection |
| 2015 | Using deep learning on X-ray images to detect threats | DSDS | Nicolas Jaccard NJ, Thomas Rogers TWR, Edward Morton EJM, Lewis Griffin LDG | Object Detection |
| 2015 | Detection of cargo container loads from X-ray images | IET ICISP | Thomas Rogers TWR, Nicolas Jaccard NJ, Edward Morton EJM, Lewis Griffin LDG | Object Detection |
| 2014 | Labelling images without classifiers | YDS | Theodore Boyd TB, Lewis Griffin LDG | Object Detection |
| 2014 | Automated detection of cars in transmission X-ray images of freight containers | IEEE AVSS | Nicolas Jaccard NJ, Thomas Rogers TWR, Lewis Griffin LDG | Object Detection |
| 2014 | Reduction of Wobble Artefacts in Images From Mobile Transmission X-ray Vehicle Scanners | IEEE ICIST | Thomas Rogers TWR, James Ollier JO, Edward Morton EJM, Lewis Griffin LDG | Image Pre-Processing |
Lewis D. Griffin
Department of Computer Science
University College London
Gower Street
London
WC1E 6BT
Telephone: +44 20 3108 7107
E-mail: l.griffin@cs.ucl.ac.uk
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