Category: Privacy-Preserving Technologies

Quantum-Safe Cryptography

Quantum-safe cryptography refers to encryption methods designed to remain secure even if powerful quantum computers become available. Traditional encryption could be broken by quantum computers, so new algorithms are being developed to protect sensitive information. These methods aim to ensure that data remains confidential and secure both now and in the future, even against advanced…

Secure Data Anonymization

Secure data anonymisation is the process of removing or altering personal information from datasets so that individuals cannot be identified. This helps protect peoplenulls privacy while still allowing the data to be used for analysis or research. Techniques include masking names, scrambling numbers, or removing specific details that could reveal someonenulls identity.

Secure Key Management

Secure key management is the process of handling cryptographic keys in a way that ensures their safety and prevents unauthorised access. This covers generating, storing, distributing, using, rotating, and destroying keys used for encryption and authentication. Good key management protects sensitive information and prevents security breaches by making sure only authorised people or systems can…

Data Encryption Standards

Data Encryption Standards refer to established methods and protocols that encode information, making it unreadable to unauthorised users. These standards ensure that sensitive data, such as banking details or personal information, is protected during storage or transmission. One well-known example is the Data Encryption Standard (DES), which set the groundwork for many modern encryption techniques.

Secure Data Transmission

Secure data transmission is the process of sending information from one place to another in a way that prevents unauthorised access or tampering. It uses methods such as encryption to make sure only the intended recipient can read the data. This is important for keeping personal, financial, and business information safe when it travels across…

Blockchain Privacy Solutions

Blockchain privacy solutions are technologies and methods that help keep information on blockchains confidential while still allowing transactions to be verified. They aim to protect user identities, transaction details, and sensitive data from being visible to everyone. These solutions use techniques such as encryption, zero-knowledge proofs, and mixing services to enhance privacy on public and…

Decentralized Identity Frameworks

Decentralised identity frameworks are systems that allow individuals to create and manage their own digital identities without relying on a single central authority. These frameworks use technologies like blockchain to let people prove who they are, control their personal data, and decide who can access it. This approach helps increase privacy and gives users more…

Secure Knowledge Graphs

Secure knowledge graphs are digital structures that organise and connect information, with added features to protect data from unauthorised access or tampering. They use security measures such as encryption, access controls, and auditing to ensure that only trusted users can view or change sensitive information. These protections help organisations manage complex data relationships while keeping…

Privacy-Aware Feature Engineering

Privacy-aware feature engineering is the process of creating or selecting data features for machine learning while protecting sensitive personal information. This involves techniques that reduce the risk of exposing private details, such as removing or anonymising identifiable information from datasets. The goal is to enable useful data analysis or model training without compromising individual privacy…

Secure Data Sharing Frameworks

Secure Data Sharing Frameworks are systems and guidelines that allow organisations or individuals to share information safely with others. These frameworks make sure that only authorised people can access certain data, and that the information stays private and unchanged during transfer. They use security measures like encryption, access controls, and monitoring to protect data from…