Projects per year
Personal profile
Research interests
I am a Research Fellow at the Bristol Cyber Security Group and the National Research Centre on Privacy, Harm Reduction and Adversarial Influence Online (REPHRAIN). My research spans text mining and cyber security and focuses on developing new tools and techniques to support law enforcement agencies in their investigations pertaining to cyber crime. More particularly, my work has focused on automatically detecting child abuse media on P2P networks, identifying deceptive users and scammers in online social media and analysing cybercriminal communications on Darknet markets. I am also interested in the use of Artificial Intelligence for user data analysis and PETs in the context of children's rights.
Keywords
- Cyber Security
- Cyber crime
- Text Mining
- Machine Learning
- Linguistics
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Network
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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iCOP 2.0 - AI-based advances for law enforcement’s response to online child sexual exploitation and abuse in southeast Asia
Rashid, A., Peersman, C., Damen, D., Chen, C. & Evans, L. A.
1/01/21 → 1/01/23
Project: Research
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REPHRAIN: REPHRAIN: REsearch centre on Privacy, Harm Reduction and Adversarial INfluence online
Rashid, A., Ramokapane, M., Das Chowdhury, P., Owen, R., Vranaki, A. A. I., Rigby, Y., Schultz-Graham, R. R., Burger, K., Peersman, C., Zhang, M. & Van De Sandt, E. H. A.
1/10/20 → 30/09/23
Project: Research, Parent
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AUTAPP (REPHRAIN): Automated Detection of Online Harms for Social Media Applications
Peersman, C., Zhang, M. & Nautiyal, R.
Project: Research
Research output
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AMoC: A Multifaceted Machine Learning-based Toolkit for Analysing Cybercriminal Communities on the Darknet
Chen, C., Peersman, C., Edwards, M., Ursani, Z. & Rashid, A., 15 Dec 2021, p. 2516-2524.Research output: Contribution to conference › Conference Paper › peer-review
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The Impact of Adverse Events in Darknet Markets: an Anomaly Detection Approach
Ursani, Z., Peersman, C., Edwards, M., Chen, C. & Rashid, A., 29 Oct 2021, 2021 IEEE European Symposium on Security and Privacy Workshops (EuroS&PW). Institute of Electrical and Electronics Engineers (IEEE), p. 227-238 12 p.Research output: Chapter in Book/Report/Conference proceeding › Conference Contribution (Conference Proceeding)
Open AccessFile110 Downloads (Pure) -
Tokyo, Denver, Helsinki, Lisbon or the Professor? A Framework for Understanding Cybercriminal Roles in Darknet Markets
Peersman, C., Pencheva, D. & Rashid, A., 2021, (Accepted/In press).Research output: Contribution to conference › Conference Paper › peer-review
Prizes
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Finalist EPSRC Connected Nation Pioneers competition
Peersman, Claudia (Recipient), 2018
Prize: Prizes, Medals, Awards and Grants
Activities
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Centre for Data Ethics and Innovation (CDEI) (External organisation)
Claudia Peersman (Advisor)
2021 → …Activity: Membership types › Membership of public/government advisory/policy group or panel
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Octopus Conference
Claudia Peersman (Participant)
Jul 2018Activity: Participating in or organising an event types › Participation in conference
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The UNODC Commission on Crime Prevention and Criminal Justice
Claudia Peersman (Participant)
May 2018Activity: Participating in or organising an event types › Participation in conference