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Content archived on 2024-06-18

Randomness and Computation

Objective

"This project is concerned with the necessity and availability of randomness in computation. This research area (often referred to as the ""Theory of Derandomization'') is one of the most active and exciting areas in theoretical computer science. We intend to study some of the main questions of this area: In what setups can randomized algorithms be efficiently simulated by deterministic ones? In cases that randomness is essential, how can computers obtain random bits? More specifically, how can computers generate secret random keys for running secure cryptographic protocols? Furthermore, once random keys are generated, how can computers maintain the secrecy of their keys in the presence of side-channel attacks? These are important real-world problems and our research is intended to lay the theoretical foundation for achieving actual solutions.

Our main approach for these problems is to design ``pseudorandom generators'' and ``randomness extractors'' that are efficient algorithms that manipulate randomness in various ways. The PI is one of the leading figures in this research area and many of the concrete research directions suggested in this proposal are related to and build on past work of the PI.

The goals outlined in this proposal are important open problems in this area. Some of them (such as derandomizing bounded memory randomized algorithms and constructing 2-source extractors and dispersers for low min-entropy) are famous longstanding open problems and solving either of them will be a dramatic breakthrough in theoretical computer science. We suggest concrete (and we believe novel) approaches to attack these problems. Along the way we identify important and accessible intermediate goals.

In addition to the development of the theory of derandomization, past work in this area (including work of the PI) had big impact on other areas of Computer Science and Mathematics such as Combinatorics, Cryptography, Coding Theory and Ramsey Theory."

Fields of science (EuroSciVoc)

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Topic(s)

Calls for proposals are divided into topics. A topic defines a specific subject or area for which applicants can submit proposals. The description of a topic comprises its specific scope and the expected impact of the funded project.

Call for proposal

Procedure for inviting applicants to submit project proposals, with the aim of receiving EU funding.

ERC-2011-StG_20101014
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Funding Scheme

Funding scheme (or “Type of Action”) inside a programme with common features. It specifies: the scope of what is funded; the reimbursement rate; specific evaluation criteria to qualify for funding; and the use of simplified forms of costs like lump sums.

ERC-SG - ERC Starting Grant

Host institution

UNIVERSITY OF HAIFA
EU contribution
€ 1 178 839,20
Address
ABBA KHUSHY BLVD MOUNT CARMEL
31905 Haifa
Israel

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Activity type
Higher or Secondary Education Establishments
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Total cost

The total costs incurred by this organisation to participate in the project, including direct and indirect costs. This amount is a subset of the overall project budget.

No data

Beneficiaries (1)

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