Experts in: Right of Privacy
- Artificial intelligence
- Computer security
- Cyber education
- Knowledge acquisition (Expert systems)
- Electronic Commerce
- Distance education
- Social media
- Right of Privacy
- Social Networks
- Information security
- Information systems security
- Information technology security
- Learning strategies
My research has three main components. In information security, I work on the protection of privacy. Specifically, I am interested in the preservation of personal information that is spread over the Internet and accessed by services such as search engines, social networks, geolocation websites, online learning and e-commerce.
I use cryptographic protocols and different techniques for privacy protection: k-anonymity, randomization, secure multiparty computation and privacy by design. I also work to improve privacy policies concerning the categorization and confidentiality of sensitive data.
In e-commerce, I am interested in customization (acquisition of customer profiles) and recommendation of products and services using algorithms such as demographic, content-based, collaborative and hybrid filtering.
In the context of intelligent tutoring systems, I am interested in learning strategies, human-computer interaction, assessment methods and learner modelling. To do this, I use artificial intelligence techniques including machine learning and data mining.
- Quantum computing
- Quantum cryptography
- Foundations of quantum theory
- Quantum information science
- Theoretical computer science
- Quantum entanglement
- Quantum mechanics
- Right of Privacy
- Quantum teleportation
- Mathematical optimization
- Quantum information theory
- Quantum key distribution protocols
Quantum mechanics is perhaps the most successful scientific theory of all times. It teaches us that things do not behave at the microscopic level in ways that we are used to in our everyday macroscopic experience. Information theory and computer science are also very successful, but they are firmly rooted in classical physics, which is at best an approximation of the quantum world in which we live. This has prevented us from tapping the full potential of nature for information processing purposes. Classical and quantum information can be harnessed together to accomplish feats that neither could achieve alone, as outlined below.
Quantum computers can perform more parallel computation in a single piece of hardware than would be possible for a classical computer the size of the Universe. They have the potential to bring to their knees most classical cryptographic schemes currently used on the Internet to protect transactions such as the transmission of credit card numbers. Fortunately, quantum cryptography fights back by making it possible to fulfil the cryptographer's age-old dream
of unconditional confidentiality in communications. Quantum entanglement, which is the most nonclassical of all quantum
resources, can be used to teleport quantum information from one place to another. It enables the accomplishment of distributed tasks with a vastly reduced communication cost. In extreme cases, we can provide inputs to non-communicating participants and have them produce outputs that exhibit classically impossible correlations: This is the mysterious realm of pseudo-telepathy.
I shall continue pushing the frontiers of knowledg by investigating novel uses of quantum mechanics for the enhancement of our information processing capabilities, covering the whole range of research from pure theory to actual experiments. Conversely, I wish to establish the central role of information in physics by redesigning the entire foundations of quantum mechanics in the light of quantum information.