Table 1: Open in new tab Our three... | Oxford Academic

Table 1:

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Our three objectives in introducing purpose limitation for models and a comparison of purpose limitation for models with purpose limitation as known from data protection with respect to these objectives.

Objective	Purpose limitation in data protection law	Purpose limitation for models
1) Accountability	Holding the processor accountable	Holding the developers and subsequent developers and providers accountable
2) Supervision	Enabling control by supervisory authorities	Enabling control by supervisory authorities
3) Limiting harm	Limiting harm to the data subject that could originate from repeated infringements of fundamental rights, and lack of control over data and further data processing	Limiting collective harm: erosion of trust in public institutions and research bodies who rely on data donations; informational power asymmetry connected to the potential misuse of the model on anybody; potential infringements of privacy by means of estimated information

Objective	Purpose limitation in data protection law	Purpose limitation for models
1) Accountability	Holding the processor accountable	Holding the developers and subsequent developers and providers accountable
2) Supervision	Enabling control by supervisory authorities	Enabling control by supervisory authorities
3) Limiting harm	Limiting harm to the data subject that could originate from repeated infringements of fundamental rights, and lack of control over data and further data processing	Limiting collective harm: erosion of trust in public institutions and research bodies who rely on data donations; informational power asymmetry connected to the potential misuse of the model on anybody; potential infringements of privacy by means of estimated information

Table 1:

Open in new tab

Our three objectives in introducing purpose limitation for models and a comparison of purpose limitation for models with purpose limitation as known from data protection with respect to these objectives.

Objective	Purpose limitation in data protection law	Purpose limitation for models
1) Accountability	Holding the processor accountable	Holding the developers and subsequent developers and providers accountable
2) Supervision	Enabling control by supervisory authorities	Enabling control by supervisory authorities
3) Limiting harm	Limiting harm to the data subject that could originate from repeated infringements of fundamental rights, and lack of control over data and further data processing	Limiting collective harm: erosion of trust in public institutions and research bodies who rely on data donations; informational power asymmetry connected to the potential misuse of the model on anybody; potential infringements of privacy by means of estimated information

Objective	Purpose limitation in data protection law	Purpose limitation for models
1) Accountability	Holding the processor accountable	Holding the developers and subsequent developers and providers accountable
2) Supervision	Enabling control by supervisory authorities	Enabling control by supervisory authorities
3) Limiting harm	Limiting harm to the data subject that could originate from repeated infringements of fundamental rights, and lack of control over data and further data processing	Limiting collective harm: erosion of trust in public institutions and research bodies who rely on data donations; informational power asymmetry connected to the potential misuse of the model on anybody; potential infringements of privacy by means of estimated information