MIT AI Risk Repository
Browse AI risks
12 risk entries extracted from 74 frameworks, coded by domain, subdomain, causal entity, intent and timing. Filter, then export the current selection with its licence and citation attached.
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64.01.03 · Risk Sub-Category
Misuse tactics that exploit GenAI capabilities (Realistic depiction of human likeness)
Sockpuppeting
"Create synthetic online personas or accounts"
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64.02.01 · Risk Sub-Category
Misuse tactics that exploit GenAI capabilities (Realistic depictions of non-humans)
Falisification
"Fabricate or falsely represent evidence, incl. reports, IDs, documents"
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64.04.04 · Risk Sub-Category
Misuse tactics to compromise GenAI systems (Model integrity)
Model diversion
"Model Diversion takes model manipulation one step further, by repurposing (often open-source) generative AI models in a way that diverts them from their intended functionality or from the use cases envisioned by their developers (Lin et al., 2024). An example of this is training the BERT open source model on the DarkWeb to create DarkBert.7"
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64.01.00 · Risk Category
Misuse tactics that exploit GenAI capabilities (Realistic depiction of human likeness)
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64.01.01 · Risk Sub-Category
Misuse tactics that exploit GenAI capabilities (Realistic depiction of human likeness)
Impersonation
"Assume the identity of a real person and take actions on their behalf"
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64.01.02 · Risk Sub-Category
Misuse tactics that exploit GenAI capabilities (Realistic depiction of human likeness)
Appropriated Likeness
"Use or alter a person's likeness or other identifying features"
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64.01.04 · Risk Sub-Category
Misuse tactics that exploit GenAI capabilities (Realistic depiction of human likeness)
Non-consensual intimate imagery (NCII)
"Create sexual explicit material using an adult person’s likeness"
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64.01.05 · Risk Sub-Category
Misuse tactics that exploit GenAI capabilities (Realistic depiction of human likeness)
Child sexual abuse material (CSAM)
"Create child sexual explicit material"
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64.02.00 · Risk Category
Misuse tactics that exploit GenAI capabilities (Realistic depictions of non-humans)
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64.02.03 · Risk Sub-Category
Misuse tactics that exploit GenAI capabilities (Realistic depictions of non-humans)
Counterfeit
"Reproduce or imitate an original work, brand or style and pass as real"
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64.03.02 · Risk Sub-Category
Misuse tactics that exploit GenAI capabilities (Use of generated content)
Targeting & Personalisation
"Refine outputs to target individuals with tailored attacks"
Informational only, not legal advice. Verify every claim against the linked official sources and consult qualified counsel before acting.