Abusive Data Collection: Risks and Protections

Description

This lecture covers the risks associated with abusive data collection, including the definition of personal data, sensitive data, and potential consequences. It also explores how seemingly innocuous data can become sensitive when combined from various sources. The instructor discusses three key protections for personal data: Differential Privacy, Hashing, and Encryption. Additionally, the lecture delves into the importance of careful planning before collecting user data, emphasizing the need for transparency and security measures. Various techniques for data protection, such as encryption and de-identification, are explained in detail, highlighting the challenges and ongoing research in this field.

Official source

https://mediaspace.epfl.ch/media/0_g54vnioh

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Related concepts (35)

Data Protection Directive

The Data Protection Directive, officially Directive 95/46/EC, enacted in October 1995, was a European Union directive which regulated the processing of personal data within the European Union (EU) and the free movement of such data. The Data Protection Directive was an important component of EU privacy and human rights law. The principles set out in the Data Protection Directive were aimed at the protection of fundamental rights and freedoms in the processing of personal data.

Data security

Data security means protecting digital data, such as those in a database, from destructive forces and from the unwanted actions of unauthorized users, such as a cyberattack or a data breach. Disk encryption Disk encryption refers to encryption technology that encrypts data on a hard disk drive. Disk encryption typically takes form in either software (see disk encryption software) or hardware (see disk encryption hardware). Disk encryption is often referred to as on-the-fly encryption (OTFE) or transparent encryption.

Information privacy

Information privacy is the relationship between the collection and dissemination of data, technology, the public expectation of privacy, contextual information norms, and the legal and political issues surrounding them. It is also known as data privacy or data protection. Data privacy is challenging since attempts to use data while protecting an individual's privacy preferences and personally identifiable information. The fields of computer security, data security, and information security all design and use software, hardware, and human resources to address this issue.

Personal data

Personal data, also known as personal information or personally identifiable information (PII), is any information related to an identifiable person. The abbreviation PII is widely accepted in the United States, but the phrase it abbreviates has four common variants based on personal or personally, and identifiable or identifying. Not all are equivalent, and for legal purposes the effective definitions vary depending on the jurisdiction and the purposes for which the term is being used.

National data protection authority

There are several national data protection authorities across the world, tasked with protecting information privacy. In the European Union and the EFTA member countries, their status was formalized by the Data Protection Directive and they were involved in the Madrid Resolution. This project is a part of the work of the International Law Commission of the United Nations. On the European level, it is the G29 and the European Data Protection Supervisor (EDPS).