FloraGuard: ItTacking the illegal trade in endangered plants
Lead Research Organisation:
University of Southampton
Department Name: Sch of Economic, Social & Political Sci
Abstract
Over the last 60 years, commerce in exotic wild plants increased in Western countries (Sajeva et al 2007). Alongside the legal trade in plants, the profitability of the market also boosted illegal markets. Wild plant crimes have long been a focus of concern mainly in conservation science. In criminology, while the illegal trade in wild animals (and animal parts eg ivory) is receiving increasing attention, the illegal trade in plants has so far been under-investigated. However, wild plant trafficking threatens and destroys numerous species and important natural resources (Herbig & Joubert 2006) and hinders the rule of law and security as profits are also used to finance other forms of trafficking (WWF 2016). The Internet has increased the illegal trade in wild plants, facilitating the encounter of supply and demand; no matter how highly specialised the market in certain wild plants, it is much easier to find potential buyers or sellers online than in the physical world (Lavorgna 2014a). There is consensus that the policing of such a criminal activity is still scarce and poorly resourced (Nurse 2011; Elliot 2012; Lavorgna 2014a; Lemieux 2014; Runhovde 2016). A major challenge is the fact that law enforcement agencies have limited training opportunities and lack of equipment and specific expertise to counter effectively this illegal trade (CITES2016). In this context, the question of how can we best control and prevent this criminal market needs to be addressed.
The proposed project combines innovative and cross-disciplinary ways of analysing online marketplaces for the illegal trade in endangered plants and analyses of existing policing practices to assist law enforcement in the detection and investigation of illegal trades of endangered plants. It focuses on the UK, which serves as a major transit and destination market for the European region (EU Commission2016).
The result of this research will be of significant importance for the work of law enforcement (eg national wildlife crime units, custom officers) in combating the illegal trade in endangered plants (in both its online and offline elements), disrupt criminal networks involved in such trade, and preserve biodiversity. In line with the latest WWF position paper (WWF 2016), the project fosters the improvement of awareness and technical capacity in investigation and prosecution services for wildlife crimes. The proposed approach will identify and disseminate best practice for other researchers and law enforcement officers with an interest in online crime markets and wildlife policing; in addition, it will improve our understanding of the online marketplaces and the offline market routes for the trafficking of endangered plants into Western countries, supporting new avenues of investigation. By integrating insights and expertise from criminology, computer sciences and conservation science, the proposed project has also important implications for demonstrating interdisciplinary methodological developments.
The research is structured around three cumulative work-packages (WP). WP1 comprises analysis of economic, social and geographical dynamics of a sample of online marketplaces active in the UK and associated with the illegal trade of endangered plants. WP2 focuses on the policing of this criminal activity by mapping current law enforcement practices and interventions, assessing their effectiveness in the light of the findings of WP1, and identifying law enforcement's needs for more effective policing. WP3 develops and tests a digital package of resources to assist law enforcement investigations into illegal trades of endangered plants in the UK. In doing so, it promotes engagement and effective communication with a non-academic audience (law enforcement, NGOs, botanic gardens, international institutions). The Royal Botanic Garden (Kew, the scientific authority for CITES plant trade in the UK) and the UK Border Force are formal non-academic partners to this project.
The proposed project combines innovative and cross-disciplinary ways of analysing online marketplaces for the illegal trade in endangered plants and analyses of existing policing practices to assist law enforcement in the detection and investigation of illegal trades of endangered plants. It focuses on the UK, which serves as a major transit and destination market for the European region (EU Commission2016).
The result of this research will be of significant importance for the work of law enforcement (eg national wildlife crime units, custom officers) in combating the illegal trade in endangered plants (in both its online and offline elements), disrupt criminal networks involved in such trade, and preserve biodiversity. In line with the latest WWF position paper (WWF 2016), the project fosters the improvement of awareness and technical capacity in investigation and prosecution services for wildlife crimes. The proposed approach will identify and disseminate best practice for other researchers and law enforcement officers with an interest in online crime markets and wildlife policing; in addition, it will improve our understanding of the online marketplaces and the offline market routes for the trafficking of endangered plants into Western countries, supporting new avenues of investigation. By integrating insights and expertise from criminology, computer sciences and conservation science, the proposed project has also important implications for demonstrating interdisciplinary methodological developments.
The research is structured around three cumulative work-packages (WP). WP1 comprises analysis of economic, social and geographical dynamics of a sample of online marketplaces active in the UK and associated with the illegal trade of endangered plants. WP2 focuses on the policing of this criminal activity by mapping current law enforcement practices and interventions, assessing their effectiveness in the light of the findings of WP1, and identifying law enforcement's needs for more effective policing. WP3 develops and tests a digital package of resources to assist law enforcement investigations into illegal trades of endangered plants in the UK. In doing so, it promotes engagement and effective communication with a non-academic audience (law enforcement, NGOs, botanic gardens, international institutions). The Royal Botanic Garden (Kew, the scientific authority for CITES plant trade in the UK) and the UK Border Force are formal non-academic partners to this project.
Planned Impact
Who will benefit from this research?
Our approach integrates criminology, computer science and conservation science to improve our understanding of plant trafficking towards the UK and develop a package of digital resources to assist law enforcement in investigating the criminal market in endangered plants. This is of interest for national law enforcement bodies working to counter this illegal trade (e.g. the National Wildlife Crime Units within the UK Police Force), as well as for national and international policy makers and law enforcement agencies looking to review (traditional and cyberspace) policing approaches (e.g. the UK Partnership for Action Against Wildlife Crime, the Police Advisory board for England and Wales) and NGOs (e.g. TRAFFIC, WWF).
How will they benefit from this research?
Our impact strategy aims to target UK enforcement agencies to raise awareness of the illegal trade in endangered plants and assist their policing strategies. Ultimately, "FloraGuard" will:
1) Significantly improve the understanding of socio-economic and geo-social patterns in the online-facilitated trade of endangered plants. Currently this is an under-researched area of criminality. We expect "FloraGuard" to provide an up-to-date snapshot of the marketplace, how it operates and how policing interventions could make the most effective difference to disrupt this.
2) Create a unique dataset of online illegal wildlife trade activity available today, which will be of immediate relevance for other researchers interested in this area.
3) Create and support a community of experts and practitioners crossing national, institutional and sector boundaries. The network is designed to outlast the duration of the project, providing a lasting impact for the countering of illegal plant trafficking in the UK.
4) Promote knowledge exchange and capacity-building for law enforcement. By sharing the digital tools, law enforcement agencies will be able to run analyses of the online aspects of the criminal market for themselves.
For 1) and 2), our methodology allows us to build an up-to-date dataset for selected online marketplaces for endangered plants. This approach has potential applications for other forms of online criminality (e.g. arms trafficking). The data collected will be released to authorised parties starting from month 15, so that law enforcement and cyber-security professionals in areas other than the illegal wildlife trade can build upon our work.
For 3) and 4), we will engage with Project Partners throughout the duration of the project, with their ideas and expertise shaping the project outcomes. This is important as we want to motivate our Partners to champion our policy paper and the digital package of resources in the medium term and see them shape future governmental policy. Bilateral meetings will discuss progress, methodological issues and preliminary results at key milestones (see Gantt Charts). Additional online meetings will take place to keep partners updated and get feedback. We will also establish a secure social network accessible from the project website for sharing updates and facilitate the direct involvement of partners in developing the digital resources.
The final part of each WP will focus on delivering policy level impact. We will use the expertise at PublicPolicyISouthampton to create "science-to-policy" outputs to be distributed via the project website and a final workshop in Southampton. We will also work with our Partners to provide briefing for governmental committees and charities including the Environment Agency, the Police Advisory Board for England and Wales and the British Wildlife Rehabilitation Council. At the final workshop, champions from each Partner will be identified to ensure our outputs are followed through to include our results in the next UK Border Agency strategy and the UK Government Commitment to Action on the illegal wildlife trade.
Our approach integrates criminology, computer science and conservation science to improve our understanding of plant trafficking towards the UK and develop a package of digital resources to assist law enforcement in investigating the criminal market in endangered plants. This is of interest for national law enforcement bodies working to counter this illegal trade (e.g. the National Wildlife Crime Units within the UK Police Force), as well as for national and international policy makers and law enforcement agencies looking to review (traditional and cyberspace) policing approaches (e.g. the UK Partnership for Action Against Wildlife Crime, the Police Advisory board for England and Wales) and NGOs (e.g. TRAFFIC, WWF).
How will they benefit from this research?
Our impact strategy aims to target UK enforcement agencies to raise awareness of the illegal trade in endangered plants and assist their policing strategies. Ultimately, "FloraGuard" will:
1) Significantly improve the understanding of socio-economic and geo-social patterns in the online-facilitated trade of endangered plants. Currently this is an under-researched area of criminality. We expect "FloraGuard" to provide an up-to-date snapshot of the marketplace, how it operates and how policing interventions could make the most effective difference to disrupt this.
2) Create a unique dataset of online illegal wildlife trade activity available today, which will be of immediate relevance for other researchers interested in this area.
3) Create and support a community of experts and practitioners crossing national, institutional and sector boundaries. The network is designed to outlast the duration of the project, providing a lasting impact for the countering of illegal plant trafficking in the UK.
4) Promote knowledge exchange and capacity-building for law enforcement. By sharing the digital tools, law enforcement agencies will be able to run analyses of the online aspects of the criminal market for themselves.
For 1) and 2), our methodology allows us to build an up-to-date dataset for selected online marketplaces for endangered plants. This approach has potential applications for other forms of online criminality (e.g. arms trafficking). The data collected will be released to authorised parties starting from month 15, so that law enforcement and cyber-security professionals in areas other than the illegal wildlife trade can build upon our work.
For 3) and 4), we will engage with Project Partners throughout the duration of the project, with their ideas and expertise shaping the project outcomes. This is important as we want to motivate our Partners to champion our policy paper and the digital package of resources in the medium term and see them shape future governmental policy. Bilateral meetings will discuss progress, methodological issues and preliminary results at key milestones (see Gantt Charts). Additional online meetings will take place to keep partners updated and get feedback. We will also establish a secure social network accessible from the project website for sharing updates and facilitate the direct involvement of partners in developing the digital resources.
The final part of each WP will focus on delivering policy level impact. We will use the expertise at PublicPolicyISouthampton to create "science-to-policy" outputs to be distributed via the project website and a final workshop in Southampton. We will also work with our Partners to provide briefing for governmental committees and charities including the Environment Agency, the Police Advisory Board for England and Wales and the British Wildlife Rehabilitation Council. At the final workshop, champions from each Partner will be identified to ensure our outputs are followed through to include our results in the next UK Border Agency strategy and the UK Government Commitment to Action on the illegal wildlife trade.
Publications
E. Middleton S
(2020)
Information Extraction from the Long Tail
Katherine Macfarlane
(2022)
POST Research Briefing: Automation in military operations
Lavorgna A
(2020)
From horticulture to psychonautics: an analysis of online communities discussing and trading plants with psychotropic properties
in Trends in Organized Crime
Lavorgna A
(2020)
FloraGuard: Tackling the Online Illegal Trade in Endangered Plants Through a Cross-Disciplinary ICT-Enabled Methodology
in Journal of Contemporary Criminal Justice
Lavorgna A
(2020)
Studying Illegal Online Trades in Plants: Market Characteristics, Organisational and Behavioural Aspects, and Policing Challenges
in European Journal on Criminal Policy and Research
Lavorgna A,
(2020)
FloraGuard. Tackling the illegal trade in endangered plants. Project report.
Description | As part of our research, we have identified a number of online markets active in the illegal sale of both live specimens and derivative products, discussed their more recent trends, and presented the main strategies used by suppliers to build and maintain their customer base, while minimising their risks. We have identified a range of buyers' motivations (ranging from horticulture to psychonautics), and analysed the varying social organisation of the suppliers - all aspects that carry important consequences in terms of crime prevention and control. We have also identified what are some specific challenges in tackling plant crimes, and suggested a number of short- and medium-term cost/effective interventions which, if properly implemented, would have a good potential in preventing or disrupting the illegal marketplace, mitigating the problem. In addition, in FloraGuard we have explored how natural language processing techniques can be used to gather information from large crawls of relevant auction and forum websites. The informaton gathered can then be used to identify patterns and be graphically represented to highlight - among other things - persons, species or places of interest. |
Exploitation Route | The cross-disciplinary approach explored in FloraGuard can be used by researchers, but also by law enforcement (such as national wildlife crime units and customs officers) and other relevant stakeholders in identifying cases of illegal online trade in prohibited (and especially endangered) plants and their derivatives, as well as in fostering the more general improvement of awareness and technical capacity in investigation and prosecution services for wildlife crimes. From a more academic perspective, by integrating insights and expertise from criminology, computer science and conservation science, the methodological approach explored has important implications for demonstrating cross-disciplinary methodological developments as a way to improve analytical quality in online research. The analysis of online markets and the interviews have allowed us to develop a set of recommandations for several stakeholders, inlcuding law enforcement agencies, retailers, collector and online platforms. |
Sectors | Digital/Communication/Information Technologies (including Software),Leisure Activities, including Sports, Recreation and Tourism,Culture, Heritage, Museums and Collections,Retail,Security and Diplomacy |
URL | http://floraguard.org/ |
Description | "Wild plant trafficking: lessons learned and the road forward". |
Geographic Reach | Multiple continents/international |
Policy Influence Type | Influenced training of practitioners or researchers |
Description | Appeared as an AI expert at UK Cabinet Office ministerial AI roundtable event 2019 on "use of AI in policing" |
Geographic Reach | National |
Policy Influence Type | Participation in a guidance/advisory committee |
Description | CITES Notification 2020/031: RBG Kew |
Geographic Reach | Multiple continents/international |
Policy Influence Type | Citation in other policy documents |
URL | https://cites.org/sites/default/files/EST/Best_practices_and_model_measures-wildlife_crime_linked_In... |
Description | Citation in UK Parliment Draft Online Safety Bill Joint Committee Written Evidence |
Geographic Reach | National |
Policy Influence Type | Contribution to a national consultation/review |
Impact | The UK Parliment Draft Online Safety Bill Joint Committee cited my report in its published Written Evidence 14 December 2021, pecifically around recommendation #2. This is evidence of impact on goverment policy with regards UK regulation around online harms. |
URL | https://committees.parliament.uk/committee/534/draft-online-safety-bill-joint-committee/publications... |
Description | UKRI Trustworthy Autonomous Systems Hub Sector Leads Committee |
Geographic Reach | National |
Policy Influence Type | Participation in a guidance/advisory committee |
URL | https://www.tas.ac.uk/ |
Description | CYShadowWatch - Automated Multilingual Information Extraction for Online Cybercrime Sites |
Amount | £133,147 (GBP) |
Funding ID | ACC2005442 |
Organisation | Defence Science & Technology Laboratory (DSTL) |
Sector | Public |
Country | United Kingdom |
Start | 08/2019 |
End | 07/2020 |
Description | Festival of Social Science event |
Amount | £715 (GBP) |
Organisation | Economic and Social Research Council |
Sector | Public |
Country | United Kingdom |
Start | 11/2019 |
End | 11/2019 |
Description | Innovate UK Transforming accountancy, insurance and legal services with AI and data (small projects strand) |
Amount | £312,748 (GBP) |
Funding ID | 104875 |
Organisation | Innovate UK |
Sector | Public |
Country | United Kingdom |
Start | 02/2019 |
End | 07/2020 |
Title | University of Southampton ethical guidelines for Security Sensitive Research Policy |
Description | Middleton and Lavorgna have been included in a University of Southampton ethical and legal working group "Security Sensitive Research Policy". FloraGuard is being used as a case study to develop better ethical and legal guidelines for researchers working with security sensitive data (e.g. crawled online data where there is evidence of criminal activity). |
Type Of Material | Improvements to research infrastructure |
Year Produced | 2019 |
Provided To Others? | No |
Impact | Impact is yet to materialize (work still in progress), but is expected to be in the form of (a) university wide guidelines for best ethical practice and integration of these guidelines into the formal ethical review process (b) dissemination in collaboration with other leading UK universities of this best practice to Universities UK. |
Title | FloraGuard Online Illegal Plant Trade Forum Data, 2006-2019. [Data Collection]. Colchester, Essex: UK Data Service. 10.5255/UKDA-SN-854595 |
Description | Forum data |
Type Of Material | Database/Collection of data |
Year Produced | 2022 |
Provided To Others? | Yes |
Impact | The Crawling software: DARPA MEMEX Undercrawler has been used to create a dataset of HTML posts as part of the FloraGuard project for the purposes of studying the online illegal plant trade. HTML Posts in the created dataset contain personal data and may contain evidence of criminality around the online illegal trade in plants. In total nine wildlife trade related forums and marketplaces were crawled, providing 13,697 posts by 4,009 authors in 1,826 forum threads. Posts dated from 2006 to 2019. The Crawling software: DARPA MEMEX Undercrawler is available via Related Resources. Dataset includes processed versions of this raw data, including JSON files of extracted text and metadata, and JSON files of clausal text extracted using OpenIE algorothms. This dataset was used to produce results for the below published work: Middleton, S.E. Lavorgna, A. Neumann, G. Whitehead, D. Information Extraction from the Long Tail: A Socio-Technical AI Approach for Criminology Investigations into the Online Illegal Plant Trade. In Proceedings of ACM Web Science conference (WebSci 2020). ACM, July 6-10, 2020, Southampton, United Kingdom. 4 pages. |
URL | https://reshare.ukdataservice.ac.uk/854595/ |
Title | Lavorgna, Anita and Middleton, Stuart (2020). Tackling the illegal trade of endangered plants, interview data 2018-2020. [Data Collection]. Colchester, Essex: UK Data Service. 10.5255/UKDA-SN-854368 |
Description | In the context of the "FloraGuard" project, we conducted interviews interested in the characteristics of the illegal wildlife (plant) market, actors involved, policing and plant recovery strategies in United Kingdom, and from a transnational perspective. Illegal commerce in plants and their derivatives threatens and destroys numerous species and important natural resources, and may cause phytosanitary and health problems. This illegal trade, which has been boosted by the commercialisation of the internet, has been relatively overlooked in criminology research. Furthermore, the policing of illegal plant markets remains limited and poorly resourced, with law enforcement agencies lacking awareness and technical capacity in investigation and prosecution services. Semi-structured interviews on the characteristics of the illegal wildlife market(plant), actors involved, policing and plant recovery strategies in United Kingdom, and from a transnational perspective. Five interviews were carried out with team leaders and senior law enforcement officers in customs and wildlife crime units, while 10 interviews were carried out with relevant experts from NGOs and other institutions working on wildlife trafficking. Of these 15 interviews, 10 were directed at respondents operating in the United Kingdom, and, given the inherent cross-border nature of most illegal plant trade, five were conducted in transnational institutions working on wildlife trafficking. Further information was collected through consultations with FloraGuard project partners - namely the Royal Botanic Garden, Kew and the UK Border Force CITES Team, and also with our non-academic project advisors. Project partners and advisers also provided support in gaining access to some interviewees, while others were recruited through snowball sampling. All interviews took place face-to-face or via Skype from January to November 2018, with a couple of follow-ups taking place in July 2019. |
Type Of Material | Database/Collection of data |
Year Produced | 2020 |
Provided To Others? | Yes |
Impact | All FloraGuard-related outcomes are directly linked to this dataset |
Description | Collaboration with Kew Gardens for tech transfer (via funded interns) of NLP research around Illegal Wildlife Trade |
Organisation | Royal Botanic Gardens |
Country | United Kingdom |
Sector | Public |
PI Contribution | I have supervised 3 University of Southampton Computer Science interns (working at Kew Gardens) and acted as expert advisor to Kew Gardens. This is part of an ongoing collaboration to deliver tech transfer of NLP research (originating from FloraGuard project) to Kew Gardens and development of proof of concept downstream applications by Kew Gardens which hopefully will create significant impact on how Illegal Wildlife Crime is managed by the UK and internationally (e.g. one of our longer term targets is adoption of our approach by the UK's National Wildlife Crime Unit). |
Collaborator Contribution | Kew have secured funding (source DEFRA grants) for downstream work around Illegal Wildlife Trade. This includes budget in this for myself (consultancy - I am named on grants) and 3 interns (£6000 each for easter/summer work, £18000 total). More is planned in future. Kew Gardens are also collaborating as experts in a locally funded (£10k) project to extract ingredients (focus illegal wildlife trade) from online auction images - this work on multimodal NLP is feeding into GloSAT grant work. |
Impact | Collaboration is multi-disciplinary (Computer Science + Social Science + Conservation Science). Software output >> Crawler software + Intelligence Visualization software [open source via github] |
Start Year | 2021 |
Title | intel_viz_entity_graph |
Description | Named Entity (NE) based directed graph visualization for intelligence reports. Our graph visualization aims to generate small directed graphs of connected named entities (i.e. people, locations, species and organisations) with the target suspect as the root node. This automates to some degree the approach used in criminological analysis, where users are first identified and then posts analysed to see who is connected and what behaviours are being exhibited. Entity types are similar to the UK law enforcement and Home Office standard POLE format (People, Object, Location and Events). |
Type Of Technology | Software |
Year Produced | 2020 |
Open Source License? | Yes |
Impact | Published work around results generated using this software in conference workshop WebSci 2020. Software integrated with cross-lingual information extraction tools as part of DSTL-funded CYShadowWatch project (ACC2005442) where Stuart Middleton is PI.. Kew Gardens have funded an internship (supervised by Stuart Middleton) where software is being used in new experiments around illegal plant trade in South Africa. This is part of work by Kew Gardens to develop the business case for wider adoption of software and associated results by UK Law Enforcement (e.g. UK National Wildlife Crime Unit). |
URL | https://github.com/stuartemiddleton/intel_viz_entity_graph |
Description | "Forgotten wildlife: an analysis of online communities discussing and trading endangered plants online" |
Form Of Engagement Activity | A talk or presentation |
Part Of Official Scheme? | No |
Geographic Reach | International |
Primary Audience | Other audiences |
Results and Impact | The 24h Conference on Global Organized Crime, ECPR SGOC, CIROC, IASOC e Global Initiative against Organized Crime |
Year(s) Of Engagement Activity | 2020 |
Description | "Online wildlife trafficking: a criminological perspective" presentation at "Evidence to Action" event |
Form Of Engagement Activity | A formal working group, expert panel or dialogue |
Part Of Official Scheme? | No |
Geographic Reach | International |
Primary Audience | Professional Practitioners |
Results and Impact | The expert panel brought together researchers and end-users working on international wildlife trafficking, to find new ways of working together to tackle this complex topic. As one of the pannellist, I had the chance to present the FloraGuard project. |
Year(s) Of Engagement Activity | 2018 |
URL | http://www.illegalwildlifetrade.net/iwt18event/programme/panel-discussions/ |
Description | "Raising the profile of plants in IWT policy: an evidence-based agenda setting workshop" at "Evidence to Action" event |
Form Of Engagement Activity | A formal working group, expert panel or dialogue |
Part Of Official Scheme? | No |
Geographic Reach | National |
Primary Audience | Professional Practitioners |
Results and Impact | The 2-hour workshop brought together researchers, policy experts, and conservation practitioners to discuss and debate practical opportunities for raising the profile of wild plant species that are actively traded across international markets. The workshop also served as an opportunity to draft an action plan on illegal plant trades based on current research evidence, with the aim of producing a research publication output for a special issue on 'plant blindness' to be published in 2019. |
Year(s) Of Engagement Activity | 2018 |
URL | http://www.illegalwildlifetrade.net/iwt18event/programme/workshops/ |
Description | "Studying illegal online trades in plants: market characteristics, organisational and behavioural aspects, and policing challenges". Pollen 2020. |
Form Of Engagement Activity | A talk or presentation |
Part Of Official Scheme? | No |
Geographic Reach | International |
Primary Audience | Postgraduate students |
Results and Impact | Participation at POLLEN (Political Ecology Network) 2020 |
Year(s) Of Engagement Activity | 2020 |
URL | https://politicalecologynetwork.org/pollen-biannual-conference/ |
Description | "The wildlife trafficking-security nexus: targeting the organized crime threat". RUSI Strategic Hub on Organised Crime Workshop |
Form Of Engagement Activity | Participation in an activity, workshop or similar |
Part Of Official Scheme? | No |
Geographic Reach | International |
Primary Audience | Professional Practitioners |
Results and Impact | The (invitation only) event organised by the Royal United Services Institute (RUSI) brought together academics, practitioners, NGO representatives and analysts to discuss practical measures to more effectively address the security dimensions of wildlife trafficking. |
Year(s) Of Engagement Activity | 2018 |
URL | https://rusi.org/event/wildlife-trafficking-security-nexus-targeting-organised-crime-threat |
Description | "Wild plant trafficking: lessons learned and the road forward". |
Form Of Engagement Activity | A talk or presentation |
Part Of Official Scheme? | No |
Geographic Reach | International |
Primary Audience | Third sector organisations |
Results and Impact | Ancillary Session (chair e presentation). 14th United Nations Congress on Crime Prevention and Criminal Justice |
Year(s) Of Engagement Activity | 2021 |
Description | "Wildlife trafficking goes cyber: myths, trends and challenges", Presentation during 10th European Regional CITES Meeting on Plants |
Form Of Engagement Activity | A talk or presentation |
Part Of Official Scheme? | No |
Geographic Reach | International |
Primary Audience | Professional Practitioners |
Results and Impact | During the 3-days meeting, participants form the CITES European region, the European Commission and the CITES Secretariat met to discuss plant related issues and came up with recommendations for the meeting of the CITES Plants Committee and Standing Committee. I was invited to the meeting to present the FloraGuard project and its potential implications to better tackle the illegal trade in endangered plants. |
Year(s) Of Engagement Activity | 2018 |
URL | https://www.unipa.it/10th-European-Regional-CITES-Meeting-on-Plants/ |
Description | Conference presentation - American Society of Criminology |
Form Of Engagement Activity | A talk or presentation |
Part Of Official Scheme? | No |
Geographic Reach | International |
Primary Audience | Other audiences |
Results and Impact | Conference presentation - American Society of Criminology Conference, San Francisco, November 2019, "FloraGuard: tackling the online illegal trade in endangered plants through cross-disciplinary approaches" |
Year(s) Of Engagement Activity | 2019 |
Description | Conference presentation - European Society of Criminology |
Form Of Engagement Activity | A talk or presentation |
Part Of Official Scheme? | No |
Geographic Reach | International |
Primary Audience | Other audiences |
Results and Impact | "FloraGuard: understanding and supporting law enforcement needs and challenges to tackle the online illegal trade in endangered plants" |
Year(s) Of Engagement Activity | 2019 |
Description | Festival of Social Science event "Opportunities and challenges in curbing wildlife trafficking" |
Form Of Engagement Activity | Participation in an activity, workshop or similar |
Part Of Official Scheme? | No |
Geographic Reach | Local |
Primary Audience | Public/other audiences |
Results and Impact | The event consisted of an introduction to the topic with a panel of experts, followed by Q&A. The panellists discussed issues such as animal and plant trafficking and its relevance, current law enforcement challenges, and the importance of multi- and cross-disciplinary research to better understand and tackle this issue. During the event, a short demo of the digital tool developed as part of FloraGuard though collaboration of computer, social and conservation scientists for automatic detection of illegal wildlife trades online was provided. |
Year(s) Of Engagement Activity | 2019 |
URL | https://www.eventbrite.co.uk/e/opportunities-and-challenges-in-curbing-wildlife-trafficking-festival... |
Description | FloraGuard - project event |
Form Of Engagement Activity | Participation in an activity, workshop or similar |
Part Of Official Scheme? | No |
Geographic Reach | International |
Primary Audience | Third sector organisations |
Results and Impact | FloraGuard - final event, hosted virtually by Kew Gardens. 170 attendees from 50 countries. |
Year(s) Of Engagement Activity | 2020 |
URL | https://vimeo.com/475799945/545942d18f |
Description | Illegal plant trafficking poses niche challenge to law enforcement |
Form Of Engagement Activity | A magazine, newsletter or online publication |
Part Of Official Scheme? | No |
Geographic Reach | International |
Primary Audience | Professional Practitioners |
Results and Impact | Publication on magazine: Jane's Intelligence Review |
Year(s) Of Engagement Activity | 2022 |
Description | Interview for national news |
Form Of Engagement Activity | A press release, press conference or response to a media enquiry/interview |
Part Of Official Scheme? | No |
Geographic Reach | National |
Primary Audience | Policymakers/politicians |
Results and Impact | Interview for WiredGov (the UK's No.1 government & public sector news alerting service) to promote the FloraGuard-related Festival of Social Science event and advertise the project. |
Year(s) Of Engagement Activity | 2019 |
URL | https://www.wired-gov.net/wg/news.nsf/articles/New+tool+will+detect+illegal+trades+in+wildlife+say+r... |
Description | Interview for national news |
Form Of Engagement Activity | A press release, press conference or response to a media enquiry/interview |
Part Of Official Scheme? | No |
Geographic Reach | National |
Primary Audience | Public/other audiences |
Results and Impact | Border Force and Kew Gardens launch AI effort to halt smuggling of rare houseplants". The Telegraph, 25.12.2020 |
Year(s) Of Engagement Activity | 2020 |
Description | Invited Seminar for Alan Turing Institute NLP Interest Group |
Form Of Engagement Activity | A talk or presentation |
Part Of Official Scheme? | No |
Geographic Reach | Regional |
Primary Audience | Postgraduate students |
Results and Impact | Invited Seminar for Alan Turing Institute NLP Interest Group presenting my NLP research to academics and postgraduate students. This sparked followup questions, telecalls and collaboration opportunities (with a Turing Fellow leading to work on a joint workshop proposal around human-in-the-loop NLP). |
Year(s) Of Engagement Activity | 2021 |
Description | Invited Seminar for UKRI Trustworthy Autonomous Systems (TAS) Hub Doctoral Training Network (DTN) |
Form Of Engagement Activity | A talk or presentation |
Part Of Official Scheme? | No |
Geographic Reach | National |
Primary Audience | Postgraduate students |
Results and Impact | Invited Seminar for UKRI Trustworthy Autonomous Systems (TAS) Hub Doctoral Training Network (DTN) Title: SafeSpacesNLP and ProTechThem - Socio-technical Natural Language Processing for Behaviour Classification Seminar sparked questions and discussion and led to followon telecalls with researchers to discuss work. Helped audience understand issues around NLP and online behaviour classification. |
Year(s) Of Engagement Activity | 2021 |
URL | https://www.tas.ac.uk/doctoral-training-network/ |
Description | Invited Seminar for University of Sheffield Computer Science Dept |
Form Of Engagement Activity | A talk or presentation |
Part Of Official Scheme? | No |
Geographic Reach | Regional |
Primary Audience | Postgraduate students |
Results and Impact | Invited virtual seminar on my NLP research to Computer Science Dept (~50 people attended, reached ~100 via on demand viewing). Academics and postgraduate students attended. Part of an ongoing engagement I have with academics from University of Sheffield NLP research group where my PDRA's + PhD's team visit about 3 times a year. |
Year(s) Of Engagement Activity | 2021 |
Description | Invited Talk for Ethics of online research into illicit trade of cultural & natural resources confernece (CNRTR-2021) |
Form Of Engagement Activity | Participation in an activity, workshop or similar |
Part Of Official Scheme? | No |
Geographic Reach | International |
Primary Audience | Professional Practitioners |
Results and Impact | Invited Talk for Ethics of online research into illicit trade of cultural & natural resources confernece (CNRTR-2021) Active discussions which led to followon engagement opportunities (United for Wildlife Taskforce) |
Year(s) Of Engagement Activity | 2021 |
URL | https://www.eventbrite.co.uk/e/ethics-of-online-research-into-illicit-trade-of-cultural-natural-reso... |
Description | Invited Talk for NSF Physical and Virtual Wildlife Trafficking Meeting 2021 (workshop) |
Form Of Engagement Activity | A talk or presentation |
Part Of Official Scheme? | No |
Geographic Reach | International |
Primary Audience | Professional Practitioners |
Results and Impact | NSF Physical and Virtual Wildlife Trafficking Meeting (workshop) Workshop series brining together international researchers and practitioners around illegal wildlife trade. Hosted by United for Wildlife and funded by a US National Science Grant. Impact was networking and opportunities for research to be highlighted in press releases (via illegal wildlife trade) and input to a possible journal paper. |
Year(s) Of Engagement Activity | 2021 |
Description | Invited talk - Cardiff University Crime and Security Research Institute (CSRI) |
Form Of Engagement Activity | A talk or presentation |
Part Of Official Scheme? | No |
Geographic Reach | Local |
Primary Audience | Professional Practitioners |
Results and Impact | Invited seminar presentation to Cardiff University Crime and Security Research Institute (CSRI). Audience was about 20 people, many of which are active practitioners in the area of criminology and policing policy research. Meeting with directors of group (Alun Preece, Martin Innes) before the talk. Several postgraduate discussions after talk resulting in plans for students to try our Middleton's software. Meeting with Colin Roberts (Police Science Institute) and we agreed several next-step proposal opportunities in a 6+ month future window building on FloraGuard and other work. |
Year(s) Of Engagement Activity | 2019 |
URL | https://crimeandsecurity.org/events/2019/2/21/lunchtime-seminar-information-extraction-and-analytics... |
Description | Invited talk - UCL Centre for Advanced Spatial Analysis (CASA) Seminar |
Form Of Engagement Activity | A talk or presentation |
Part Of Official Scheme? | No |
Geographic Reach | Local |
Primary Audience | Postgraduate students |
Results and Impact | Invited seminar presentation to UCL CASA research group. Event open to public. Audience was over 50 people and included informal opportunities to discuss work after the talk (pub meal) which triggered lots of postgraduate (PhD, PDRA) level discussions around the work. |
Year(s) Of Engagement Activity | 2018 |
URL | https://www.ucl.ac.uk/bartlett/casa/events/2018/oct/17-oct-2018-5pm-dr-stuart-middleton |
Description | Invited talk to local secondary school Embley - Independent Day & Boarding School in Hampshire |
Form Of Engagement Activity | A talk or presentation |
Part Of Official Scheme? | No |
Geographic Reach | Local |
Primary Audience | Schools |
Results and Impact | 50 pupils (good gender mix) attended for a school seminar presenting my NLP research, which sparked questions and discussion afterwards. Very successful, students were inspired and I was invited back to give a talk next year. |
Year(s) Of Engagement Activity | 2023 |
Description | Kwekers in de strijd tegen plantensmokkel |
Form Of Engagement Activity | A press release, press conference or response to a media enquiry/interview |
Part Of Official Scheme? | No |
Geographic Reach | International |
Primary Audience | Media (as a channel to the public) |
Results and Impact | NPO Radio 1 (Dutch network Publieke Omroep)" Kwekers in de strijd tegen plantensmokkel" (on wildlife trafficking). |
Year(s) Of Engagement Activity | 2021 |
Description | Organising Committee and Workshop Co-chair - RUSI and UKRI TAS Hub conference |
Form Of Engagement Activity | Participation in an activity, workshop or similar |
Part Of Official Scheme? | No |
Geographic Reach | International |
Primary Audience | Professional Practitioners |
Results and Impact | Organising Committee and Workshop Co-chair - RUSI and UKRI TAS Hub conference, Trusting Machines? Cross-sector Lessons from Healthcare and Security Major inter-disciplinary event in defence, security and healthcare sector. Panel session where I discussed my NLP research and issues around trust in AI. Lots of discussions and led to several collaboration opportunities (commercial followon funding opportunities, joint paper accepted for CACM). |
Year(s) Of Engagement Activity | 2021 |
URL | https://www.tas.ac.uk/eventslist/trusting-machines/trust-machines-conference-programme |
Description | Podcast PlantCrimes |
Form Of Engagement Activity | A broadcast e.g. TV/radio/film/podcast (other than news/press) |
Part Of Official Scheme? | No |
Geographic Reach | International |
Primary Audience | Public/other audiences |
Results and Impact | Podcast: "Endangered Plant Onlin?e? Plant Crimes" |
Year(s) Of Engagement Activity | 2020 |
URL | https://podcasts.apple.com/us/podcast/how-to-buy-an-endangered-plant-online/id1478197518?i=100050731... |
Description | Podcasts for UKRI Trustworthy Autonomous Systems (TAS) Hub |
Form Of Engagement Activity | A broadcast e.g. TV/radio/film/podcast (other than news/press) |
Part Of Official Scheme? | No |
Geographic Reach | National |
Primary Audience | Public/other audiences |
Results and Impact | Two podcasts involving AI and NLP for the UKRI TAS Hub 'living with AI' podcast series. Impact is engagement with general public around trust in AI (including trust in NLP research around online behaviour classification). |
Year(s) Of Engagement Activity | 2021,2022 |
URL | https://www.tas.ac.uk/ |
Description | Poster at National Cyber Security Centre (NCSC) workshop: Safety v Security: Challenges and Applications in the Cyber Security Era, hosted by Southampton |
Form Of Engagement Activity | Participation in an activity, workshop or similar |
Part Of Official Scheme? | No |
Geographic Reach | Regional |
Primary Audience | Policymakers/politicians |
Results and Impact | About 40 people attended and included major government & Law Enforcement policy makers and industrial leads (see below). FloraGuard poster well visited in session and provided an opportunity to showcase work so far to this influential audience - some evidence of audience having a raised awareness and acknowledgement of importance of issues (technical and social) around illegal plant trade. Speakers at event include: Anna G - National Cyber Security Centre (NCSC) A representative of Government Security Advisor - Centre for the Protection of National Infrastructure (CPNI) Professor Chris Johnson - University of Glasgow, Professor of Computer Science Professor Christopher Hankin - Imperial College London, Director of the Institute for Security Science & Technology, Director of the NCSC Research Institute in Trustworthy Inter-connected Cyber-physical Systems (RITICS) Professor Robin Bloomfield - City, University of London, Professor of System and Software Dependability Professor John McDermid - University of York, Professor of Software Engineering Alex Collins - Roke Manor Research, Information Security Practice Area Lead Professor Andrew Atkins - Ricardo Innovations, Global Technical Lead & Senior Technologist Dr Jonathan Roscoe - British Telecom, Principal Researcher, Emerging Security Paradigms Stephen Porter - BAE Systems, Embedded Systems & Software Product Security |
Year(s) Of Engagement Activity | 2019 |
URL | https://www.eventbrite.co.uk/e/ncsc-workshop-on-safety-v-security-challenges-and-applications-in-the... |
Description | Turing @ Southampton showcase event - expert talk on 'Human in the loop AI' |
Form Of Engagement Activity | Participation in an activity, workshop or similar |
Part Of Official Scheme? | No |
Geographic Reach | National |
Primary Audience | Postgraduate students |
Results and Impact | Turing showcase event hosted by University of Southampton but attended by UK-wide Turing community. Reach was 50-100 people (physically and online). My expert talk led to about 10 followon discussions with postgrads and early career researchers, and I was invited to give the talk again at another local early career researcher event in 2023. |
Year(s) Of Engagement Activity | 2022 |
Description | Twitter @flora_guard |
Form Of Engagement Activity | Engagement focused website, blog or social media channel |
Part Of Official Scheme? | No |
Geographic Reach | International |
Primary Audience | Professional Practitioners |
Results and Impact | A Twitter account for the project was set up in 2018. It will be used throughout the project (and for 5 years after its end) to promote quickly through tweets and retweets project-related activities, preliminary results, and outputs, as well as to build relationships with experts and other stakeholders, and to reach new audiences. |
Year(s) Of Engagement Activity | 2018,2019 |
URL | https://twitter.com/flora_guard |
Description | Website floraguard.org |
Form Of Engagement Activity | Engagement focused website, blog or social media channel |
Part Of Official Scheme? | No |
Geographic Reach | International |
Primary Audience | Professional Practitioners |
Results and Impact | A website for the project was set up in 2018. It will be used throughout the project (and for 5 years after its end) to communicate information about FloraGuard to a broad audience, to support the project, and to act as a repository for resources and link to updates, articles, and further information. |
Year(s) Of Engagement Activity | 2018,2019 |
URL | http://floraguard.org/ |