Info-clustering: A mathematical theory for data clustering

C Chan, A Al-Bashabsheh, Q Zhou… - IEEE Transactions on …, 2016 - ieeexplore.ieee.org
We formulate an info-clustering paradigm based on a multivariate information measure,
called multivariate mutual information, that naturally extends Shannon's mutual information …

On the public communication needed to achieve SK capacity in the multiterminal source model

M Mukherjee, N Kashyap… - IEEE Transactions on …, 2016 - ieeexplore.ieee.org
The focus of this paper is on the public communication required for generating a maximal-
rate secret key (SK) within the multiterminal source model of Csiszár and Narayan. Building …

On the optimality of secret key agreement via omniscience

C Chan, M Mukherjee, N Kashyap… - IEEE Transactions on …, 2018 - ieeexplore.ieee.org
For the multiterminal secret key agreement problem under a private source model, it is
known that the maximum key rate, ie, the secrecy capacity, can be achieved through …

Wiretap secret key capacity of Tree-PIN

A Poostindouz, R Safavi-Naini - 2019 IEEE International …, 2019 - ieeexplore.ieee.org
Secret key agreement (SKA) is an essential primitive in cryptography and information
security. In a multiterminal key agreement problem, there are a set of terminals each having …

When is omniscience a rate-optimal strategy for achieving secret key capacity?

C Chan, M Mukherjee, N Kashyap… - 2016 IEEE Information …, 2016 - ieeexplore.ieee.org
For the multiterminal secret key agreement problem under a private source model, it is
known that the communication complexity required to achieve the capacity can be strictly …

Incremental and decremental secret key agreement

C Chan, A Al-Bashabsheh… - 2016 IEEE International …, 2016 - ieeexplore.ieee.org
We study the rate of change of the multivariate mutual information among a set of random
variables when some common randomness is added to or removed from a subset. This is …

Change of multivariate mutual information: From local to global

C Chan, A Al-Bashabsheh… - IEEE Transactions on …, 2017 - ieeexplore.ieee.org
We study the change of multivariate mutual information among a set of random variables
when some common randomness is added to or removed from a subset of the random …

[PDF][PDF] Bounds on public communication needed to achieve SK capacity in the hypergraphical source model

M Mukherjee, C Chan, N Kashyap, Q Zhou - submitted to ISIT, 2016 - academia.edu
Narayan, the communication complexity, RSK, for secret key (SK) generation is the minimum
rate of communication required to achieve SK capacity. An obvious upper bound to RSK is …