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    Secure coded multi-party computation for massive matrix operations

    , Article IEEE Transactions on Information Theory ; Volume 67, Issue 4 , 2021 , Pages 2379-2398 ; 00189448 (ISSN) Akbari Nodehi, H ; Maddah Ali, M.A ; Sharif University of Technology
    Institute of Electrical and Electronics Engineers Inc  2021
    Abstract
    In this article, we consider a secure multi-party computation problem (MPC), where the goal is to offload the computation of an arbitrary polynomial function of some massive private matrices (inputs) to a cluster of workers. The workers are not reliable. Some of them may collude to gain information about the input data (semi-honest workers). The system is initialized by sharing a (randomized) function of each input matrix to each server. Since the input matrices are massive, each share's size is assumed to be at most 1/k fraction of the input matrix, for some k ∈ N. The objective is to minimize the number of workers needed to perform the computation task correctly, such that even if an... 

    Limited-sharing multi-party computation for massive matrix operations

    , Article 2018 IEEE International Symposium on Information Theory, ISIT 2018, 17 June 2018 through 22 June 2018 ; Volume 2018-June , 2018 , Pages 1231-1235 ; 21578095 (ISSN) ; 9781538647806 (ISBN) Akbari Nodehi, H ; Maddah Ali, M. A ; Sharif University of Technology
    2018
    Abstract
    In this paper, we introduce limited-sharing multiparty computation; in which there is a network of workers (processors) and a set of sources, each having access to a massive matrix as a private input. These sources aim to offload the task of computing a polynomial function of the matrices to the workers, while preserving the privacy of data. We also assume that the load of the link between each source and each worker is upper bounded by a fraction of each input matrix for some cin{1, rac{1}{2},rac{1}{3}, ldots}. The objective is to minimize the number of workers needed to perform the computation, such that even if an arbitrary subset of t-1 workers, for some tin mathbb{N}, collude, they... 

    Secure coded multi-party computation for massive matrix operations

    , Article IEEE Transactions on Information Theory ; Volume 67, Issue 4 , 2021 , Pages 2379-2398 ; 00189448 (ISSN) Akbari Nodehi, H ; Maddah Ali, M. A ; Sharif University of Technology
    Institute of Electrical and Electronics Engineers Inc  2021
    Abstract
    In this article, we consider a secure multi-party computation problem (MPC), where the goal is to offload the computation of an arbitrary polynomial function of some massive private matrices (inputs) to a cluster of workers. The workers are not reliable. Some of them may collude to gain information about the input data (semi-honest workers). The system is initialized by sharing a (randomized) function of each input matrix to each server. Since the input matrices are massive, each share's size is assumed to be at most 1/k fraction of the input matrix, for some k ∈ N. The objective is to minimize the number of workers needed to perform the computation task correctly, such that even if an... 

    Application of Coding in Multi-party Computation for Massive Operations

    , M.Sc. Thesis Sharif University of Technology Akbari Nodehi, Hanzaleh (Author) ; Maddah-Ali, Mohammad Ali (Supervisor)
    Abstract
    In this thesis, we introduce limited-sharing multi-party computation; in which there is a network of workers (processors) and a set of sources, each having access to a massive matrix as a private input. These sources aim to offload the task of computing a polynomial function of the matrices to the workers, while preserving the privacy of data. We also assume that the load of the link between each source and each worker is upper bounded by a fraction of each input. The objective is to minimize the number of workers needed to perform the computation, such that even if an arbitrary subset of t 1 workers, for some t 2 N, collude, they cannot gain any information about the input matrices. This... 

    Entangled polynomial coding in limited-sharing multi-party computation

    , Article 2018 IEEE Information Theory Workshop, ITW 2018, 25 November 2018 through 29 November 2018 ; 2019 ; 9781538635995 (ISBN) Akbari Nodehi, H ; Hoseini Najarkolaei, S. R ; Maddah Ali, M. A ; Sharif University of Technology
    Institute of Electrical and Electronics Engineers Inc  2019
    Abstract
    In a secure multiparty computation (MPC) system, there are some sources, where each one has access to a private input. The sources want to offload the computation of a polynomial function of the inputs to some processing nodes or workers. The processors are unreliable, i.e., a limited number of them may collude to gain information about the inputs. The objective is to minimize the number of required workers to calculate the polynomial, while the colluding workers gain no information about inputs. In this paper, we assume that the inputs are massive matrices, while the workers have the limited computation and storage at each worker. As proxy for that, we assume the link between each source... 

    Clustering and Embedding Graphs into Trees

    , M.Sc. Thesis Sharif University of Technology Nodehi Sabet, Amirhossein (Author) ; Daneshgar, Amir (Supervisor)
    Abstract
    In this thesis, we study the following question stating that “how well a tree structure can approximate the clustering structure of a graph”.To do this, we first focus on the DJS algorithm proposed by Daneshgar et.al. and second we consider the minimum distortion tree approximation algorithm proposed by Abraham et.al.We conclude, using some experimental results, that the minimum spanning tree algorithm extracts some geometric aspects of the data set that the Abraham et.al. algorithm can not track  

    Correlations for prediction of specific surface area and bulk and apparent densities of porous styrene-divinylbenzene copolymers

    , Article Journal of Applied Polymer Science ; Volume 120, Issue 4 , 2011 , Pages 1942-1949 ; 00218995 (ISSN) Nodehi, A ; Hajiebrahimi, M ; Parvazinia, M ; Shahrokhi, M ; Abedini, H ; Sharif University of Technology
    2011
    Abstract
    Macroporous styrene-divinylbenzene copolymers with different degree of crosslinking were prepared by suspension polymerization in presence of different binary mixtures of toluene and heptane, as diluent. Specific surface area, bulk and apparent densities, and pore volume of the resulting beads were determined experimentally. Applying the least square method to the experimental data, correlations for prediction of these properties were obtained. Effects of divinylbenzene concentration, diluent to comonomer volume ratio, and composition of the diluent mixture were considered in developing the aforementioned correlations. The influence of the reaction recipe on porous structure of the samples... 

    On the Finiteness of Noetherian Rings with Finitely Many Regular Elements

    , Article Communications in Algebra ; Vol. 42, issue. 7 , 2014 , pp. 2869-2870 ; ISSN: 00927872 Akbari, S ; Heydari, F
    2014
    Abstract
    Let R be a left Noetherian ring and ZD(R) be the set of all zero-divisors of R. In this paper, it is shown that if RZD(R) is finite, then R is finite  

    Multicolored spanning subgraphs in G-colorings of complete graphs

    , Article Ars Combinatoria ; Volume 111 , 2013 , Pages 145-159 ; 03817032 (ISSN) Akbari, S ; Zare, S
    2013
    Abstract
    Let G = {g1,...,gn} be a finite abelian group. Consider the complete graph with the vertex set {g1.....,.....g n}. The G-coloring of Kn is a proper edge coloring in which the color of edge {gi,gj} gi g i + gj, 1 ≤ i < 3 ≤ n. We prove that in the G-coloring of the complete graph Kn, there exists a multicolored Hamilton path if G is not an elementary abelian 2-group. Furthermore, we show that if n is odd, then the G-coloring of Kn can be decomposed into multicolored 2-factors and there are exactly lr/2 multicolored r-uniform 2-factors in this decomposition where lr is the number of elements of order r in G, 3 ≤ r ≤ n. This provides a generalization of a recent result due to Constantine which... 

    Left artinian algebraic algebras

    , Article Algebra Colloquium ; Volume 8, Issue 4 , 2001 , Pages 463-470 ; 10053867 (ISSN) Akbari, S ; Sharif University of Technology
    2001
    Abstract
    Let R be a left artinian central F-algebra, T(R) = J(R) + [R,R], and U(R) the group of units of R. As one of our results, we show that, if R is algebraic and char F = 0, then the number of simple components of R = R/J(R) is greater than or equal to dimF R/T(R). We show that, when char F = 0 or F is uncountable, R is algebraic over F if and only if [R, R] is algebraic over F. As another approach, we prove that R is algebraic over F if and only if the derived subgroup of U(R) is algebraic over F. Also, we present an elementary proof for a special case of an old question due to Jacobson. © Inst. Math. CAS 2001  

    Two conjectures on uniquely totally colorable graphs

    , Article Discrete Mathematics ; Volume 266, Issue 1-3 , 2003 , Pages 41-45 ; 0012365X (ISSN) Akbari, S ; Sharif University of Technology
    2003
    Abstract
    In this paper we investigate two conjectures proposed in (Graphs Combin. 13 (1997) 305-314). The first one is uniquely totally colorable (UTC) conjecture which states: Empty graphs, paths, and cycles of order 3k, k a natural number, are the only UTC graphs. We show that if G is a UTC graph of order n, then Δn/2+1, where Δ is the maximum degree of G. Also there is another question about UTC graphs that appeared in (Graphs Combin. 13 (1997) 305-314) as follows: If a graph G is UTC, is it true that in the proper total coloring of G, each color is used for at least one vertex? We prove that if G is a UTC graph of order n and in the proper total coloring of G, there exists a color which did not... 

    Influence of nanoclay on morphology, mechanical properties and deformation mechanism of Polystyrene

    , Article Polymer - Plastics Technology and Engineering ; Vol. 53, issue. 2 , 2014 , p. 156-161 ; ISSN: 03602559 Akbari, B ; Bagheri, R ; Sharif University of Technology
    2014
    Abstract
    Polystyrene/organoclay nanocomposites were prepared by melt intercalation method in this research. Morphology, tensile and impact properties and deformation mechanism of the samples were studied. To study the structure of nanocomposites, X-ray diffraction and transmission electron microscopy techniques are utilized. The deformation mechanisms of different samples were examined via reflected and transmitted optical microscopy. The results reveal that incorporation of organoclay affects structure, mechanical properties and deformation mechanism of nanocomposite. Introduction of organoclay can facilitate initiation and growth of crazing mechanism in polystyrene at both conditions of loadings,... 

    The regular graph of a non-commutative ring

    , Article Electronic Notes in Discrete Mathematics ; Vol. 45, issue , January , 2014 , pp. 79-85 ; ISSN: 15710653 Akbari, S ; Heydari, F ; Sharif University of Technology
    2014
    Abstract
    Let R be a ring and Z(R) be the set of all zero-divisors of R. The total graph of R, denoted by T(Γ(R)) is a graph with all elements of R as vertices, and two distinct vertices x, y∈R are adjacent if and only if x+y∈Z(R). Let the regular graph of R, Reg(Γ(R)), be the induced subgraph of T(Γ(R)) on the regular elements of R. In 2008, Anderson and Badawi proved that the girth of total graph and regular graph of a commutative ring are contained in the set {3, 4, ∞}. In this paper, we extend this result to an arbitrary ring (not necessarily commutative). Also, we prove that if R is a reduced left Noetherian ring and 2∈Z(R), then the chromatic number and the clique number of Reg(Γ(R)) are the... 

    The regular graph of a noncommutative ring

    , Article Bulletin of the Australian Mathematical Society ; Vol. 89, issue. 1 , February , 2014 , pp. 132-140 ; ISSN: 00049727 Akbari, S ; Heydari, F ; Sharif University of Technology
    2014
    Abstract
    Let R be a ring and Z(R) be the set of all zero-divisors of R. The total graph of R, denoted by (TΓ (R)) is a graph with all elements of R as vertices, and two distinct vertices x, y in R are adjacent if and only if x + y Z(R). Let the regular graph of R, Reg (Γ(R)), be the induced subgraph of T(Γ (R)) on the regular elements of R. In 2008, Anderson and Badawi proved that the girth of the total graph and the regular graph of a commutative ring are contained in the set { 3, 4,} . In this paper, we extend this result to an arbitrary ring (not necessarily commutative). We also prove that if R is a reduced left Noetherian ring and 2 Z(R), then the chromatic number and the clique number of Reg... 

    Some results on the intersection graph of ideals of matrix algebras

    , Article Linear and Multilinear Algebra ; Volume 62, Issue 2 , February , 2014 , Pages 195-206 ; ISSN: 03081087 Akbari, S ; Nikandish, R ; Sharif University of Technology
    2014
    Abstract
    Let be a ring and be the set of all non-trivial left ideals of. The intersection graph of ideals of, denoted by, is a graph with the vertex set and two distinct vertices and are adjacent if and only if. In this paper, we classify all rings (not necessarily commutative) whose domination number of the intersection graph of ideals is at least 2. Moreover, some results on the intersection graphs of ideals of matrix algebras over a finite field are given. For instance, we determine the domination number, the clique number and the independence number of. We prove that if is a positive integer and, then the domination number of is. Among other results, we show that if, where is a positive integer... 

    Complete multipartite graphs and their null set

    , Article Electronic Notes in Discrete Mathematics ; Vol. 45 , 2014 , pp. 67-72 ; ISSN: 15710653 Akbari, S ; Bahramian, S ; Sharif University of Technology
    2014
    Abstract
    For every natural number h, a graph G is said to be h-magic if there exists a labelling l:E(G)→Zh{0} such that the induced vertex set labelling l+:V(G)→Zh defined byl+(v)=∑uv∈E(G)l(uv), is a constant map. When this constant is zero, it is said that G admits a zero-sum h-magic labelling. The null set of a graph G, denoted by N(G), is the set of all natural numbers h∈N such that G admits an h-zero-sum magic labelling. In 2007, E. Salehi determined the null set of complete bipartite graphs. In this paper we generalize this result by obtaining the null set of complete multipartite graphs  

    A generalization of hadamard matrices

    , Article Electronic Notes in Discrete Mathematics ; Vol. 45 , 2014 , pp. 23-27 ; ISSN: 15710653 Akbari, S ; Bahmani, A ; Sharif University of Technology
    2014
    Abstract
    Let S⊆C*=C{0} and A∈Mn(C). The matrix A is called an S-GHMn if A∈Mn(S) and AA*=Diag(λ1,... λn), for some positive numbers λi, i=1,... n. In this paper we provide some necessary conditions on n for the existence of an S-GHMn over a finite set S. We conjecture that for every positive integer n, there exists a {±1, ±2, ±3}-GHMn  

    Commutative rings whose cozero-divisor graphs are unicyclic or of bounded degree

    , Article Communications in Algebra ; Vol. 42, Issue. 4 , 2014 , pp. 1594-1605 ; ISSN: 0092-7872 Akbari, S ; Khojasteh, S ; Sharif University of Technology
    2014
    Abstract
    Let R be a commutative ring with unity. The cozero-divisor graph of R, denoted by Γ′(R), is a graph with vertex set W*(R), where W*(R) is the set of all nonzero and nonunit elements of R, and two distinct vertices a and b are adjacent if and only if a ∉ Rb and b ∉ Ra, where Rc is the ideal generated by the element c in R. Recently, it has been proved that for every nonlocal finite ring R, Γ′(R) is a unicyclic graph if and only if R ≅ ℤ2 × ℤ4, ℤ3 × ℤ3, ℤ2 × ℤ2[x]/(x 2). We generalize the aforementioned result by showing that for every commutative ring R, Γ′(R) is a unicyclic graph if and only if R ≅ ℤ2 × ℤ4, ℤ3 × ℤ3, ℤ2 × ℤ2[x]/(x 2), ℤ2[x, y]/(x, y)2, ℤ4[x]/(2x, x 2). We prove that for every... 

    {k, r - k}-Factors of r-Regular Graphs

    , Article Graphs and Combinatorics ; Vol. 30, issue. 4 , 2014 , pp. 821-826 ; ISSN: 0911-0119 Akbari, S ; Kano, M ; Sharif University of Technology
    2014
    Abstract
    For a set S of positive integers, a spanning subgraph F of a graph G is called an S-factor of G if degF(x) ∈ S for all vertices x of G, where degF(x) denotes the degree of x in F. We prove the following theorem on {a, b}-factors of regular graphs. Let r ≥ 5 be an odd integer and k be either an even integer such that 2 ≤ k < r/2 or an odd integer such that r/3 ≤ k < r/2. Then every r-regular graph G has a {k, r-k}-factor. Moreover, for every edge e of G, G has a {k, r-k}-factor containing e and another {k, r-k}-factor avoiding e  

    Some criteria for the finiteness of cozero-divisor graphs

    , Article Journal of Algebra and its Applications ; Volume 12, Issue 8 , 2013 ; 02194988 (ISSN) Akbari, S ; Khojasteh, S ; Sharif University of Technology
    2013
    Abstract
    Let R be a commutative ring with unity. The cozero-divisor graph of R denoted by Γ'(R) is a graph with the vertex set W*(R), where W*(R) is the set of all nonzero and non-unit elements of R, and two distinct vertices a and b are adjacent if and only if a ∉ Rb and b ∉ Ra, where Rc is the ideal generated by the element c in R. Let α(Γ'(R)) and γ(Γ'(R)) denote the independence number and the domination number of Γ'(R), respectively. In this paper, we prove that if α(Γ'(R)) is finite, then R is Artinian if and only if R is Noetherian. Also, we prove that if α(Γ'(R)) is finite, then R/P is finite, for every prime ideal P. Moreover, we prove that if R is a Noetherian ring, γ(Γ'(R)) is finite and...