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    AS5: A secure searchable secret sharing scheme for privacy preserving database outsourcing

    , Article Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Pisa ; Volume 7731 LNCS , 2013 , Pages 201-216 ; 03029743 (ISSN) ; 9783642358890 (ISBN) Hadavi, M. A ; Damiani, E ; Jalili, R ; Cimato, S ; Ganjei, Z ; Sharif University of Technology
    2013
    Abstract
    Researchers have been studying security challenges of database outsourcing for almost a decade. Privacy of outsourced data is one of the main challenges when the "Database As a Service" model is adopted in the service oriented trend of the cloud computing paradigm. This is due to the insecurity of the network environment or even the untrustworthiness of the service providers. This paper proposes a method to preserve privacy of outsourced data based on Shamir's secret sharing scheme. We split attribute values into several parts and distribute them among untrusted servers. The problem of using secret sharing in data outsourcing scenario is how to search efficiently within the randomly... 

    Minimal assumptions to achieve privacy in e-voting protocols

    , Article 2013 10th International ISC Conference on Information Security and Cryptology, ISCISC 2013 ; 29- 30 August , 2013 Haghighat, A. T ; Kargar, M. A ; Dousti, M. S ; Jalili, R ; Sharif University of Technology
    IEEE Computer Society  2013
    Abstract
    Chevallier-Mames et al, proved that in a specific condition (such as the lack of untappable channels and trusted-third parties), the universal verifiability and privacy-preserving properties of e-voting protocols are incompatible (WOTE'06 and TTE'10). In this paper, we first show a flaw in their proof. Then, we prove that even with more assumptions, such as the existence of TTPs and untappable channels between the authorities, an e-voting protocol is unable to preserve privacy, regardless of verifiability. Finally, we demonstrate that preserving privacy in e-voting protocols requires the provision of at least one of the following assumptions: limited computational power of adversary,... 

    Reuse-attack mitigation in wireless sensor networks

    , Article IEEE International Conference on Communications, 5 June 2011 through 9 June 2011 ; June , 2011 , Page(s): 1 - 5 ; 05361486 (ISSN) ; 9781612842332 (ISBN) Shafiei, H ; Khonsari, A ; Mirzasoleiman, B ; Ould Khaoua, M ; Sharif University of Technology
    2011
    Abstract
    Privacy preservation in wireless sensor networks has drawn considerable attention from research community during last few years. Emergence of single-owner, multi-user commercial sensor networks along with hostile and uncontrollable environment of such networks, makes the security issue in such networks of a great importance. This paper concentrates on token-based privacy preservation schemes. A possible attack on such schemes has been introduced. Two different approaches has been utilized to mitigate the attack. We present mathematical models for it's effects and overheads. The results have been verified using extensive simulations  

    A Secure DBMS Architecture to Preserve Data Privacy, Confidentiality, and Integrity

    , M.Sc. Thesis Sharif University of Technology Halvachi, Hadi (Author) ; Jalili, Rasool (Supervisor)
    Abstract
    While data outsourcing provides some benefits, it suffers from new privacy and security concerns, mainly about the confidentiality and integrity of the stored sensitive data, as well as enforcing access control policies. Current solutions to these aims are not comprehensive and consider only one aspect of security requirements. A secure DBMS architecture is introduced that simultaneously considers confidentiality, integrity and access control enforcement requirements. The transparency of security functions from data owner, service providers, and applications facilitates the operationality of the solution.Additionally, a new indexing technique for character encrypted data is proposed that... 

    Privacy Preserving Access Control for Service Composition in Cloud Computing

    , M.Sc. Thesis Sharif University of Technology Osanloo, Farnaz (Author) ; Amini, Morteza (Supervisor)
    Abstract
    Cloud computing is a new computing environment where computing infrastructure, platform and software are provided as a service. Rapid growth of cloud environments has increased the importance of security requirements and challenges for both service providers and users in cloud. Two main security issues in software as a service (SaaS) delivery model are access control and privacy preserving in basic web services and also in composite services obtaining through the automatic composition and inference of policies from the ones specified for basic services. In this thesis, we present a privacy preserving access control model and framework for service composition in SaaS delivery model of cloud... 

    (t,k)-Hypergraph anonymization: An approach for secure data publishing

    , Article Security and Communication Networks ; Volume 8, Issue 7 , September , 2015 , Pages 1306-1317 ; 19390114 (ISSN) Asayesh, A ; Hadavi, M. A ; Jalili, R ; Sharif University of Technology
    John Wiley and Sons Inc  2015
    Abstract
    Privacy preservation is an important issue in data publishing. Existing approaches on privacy-preserving data publishing rely on tabular anonymization techniques such as k-anonymity, which do not provide appropriate results for aggregate queries. The solutions based on graph anonymization have also been proposed for relational data to hide only bipartite relations. In this paper, we propose an approach for anonymizing multirelation constraints (ternary or more) with (t,k) hypergraph anonymization in data publishing. To this end, we model constraints as undirected hypergraphs and formally cluster attribute relations as hyperedge with the t-means-clustering algorithm. In addition,... 

    Information-flow Analysis in Android Apps for Protecting User Privacy

    , M.Sc. Thesis Sharif University of Technology Barkhordari, Alireza (Author) ; Amini, Morteza (Supervisor)
    Abstract
    The rapid growth of Android operating system alongside its open-source nature has made it as the most popular operating system of mobile devices. On the other hand, regarding the increasing computational power of mobile devices, a wide variety of applications are coming to this type of devices. Meanwhile unfortunately many malicious softwares trying to keep up with other applications, are targeting this popular operating system. Therefore with regard to the fact that this type of devices usually store private and sensitive information of their users, security of mobile operating systems is considered very important. Having this matter in mind, the goal of this research work has been... 

    A context-based privacy preserving framework for wearable visual lifeloggers

    , Article 2016 IEEE International Conference on Pervasive Computing and Communication Workshops, PerCom Workshops 2016, 14 March 2016 through 18 March 2016 ; 2016 ; 9781509019410 (ISBN) Zarepour, E ; Hosseini, M ; Kanhere, S. S ; Sowmya, A ; Sharif University of Technology
    Institute of Electrical and Electronics Engineers Inc  2016
    Abstract
    The ability of wearable cameras to continuously capture the first person viewpoint with minimal user interaction, has made them very attractive in many application domains. Wearable technology today is available and useful but not widely used and accepted due to various challenges mainly privacy concerns. In this paper, we introduce a novel efficient privacy-aware framework for wearable cameras that can protect all sensitive subjects such as people, objects (e.g, display screens, license plates and credit cards) and locations (e.g, bathrooms and bedrooms). It uses the contextual information obtained from the wearable's sensors and recorded images to identify the potential sensitive subjects... 

    Privacy Preserving Data Mining

    , M.Sc. Thesis Sharif University of Technology Javar, Zahra (Author) ; khazaei, Shahram (Supervisor)
    Abstract
    Increasing use of new data technologies have made data collection possible in large scales. Practicallity of the data relies upon the extraction of meaningful knowledge.Data mining is a solution to this problem. One of the new areas in data mining is consideration of the concern of privacy alongside the usefulness of the mining results.Main goal of privacy preserving data mining is to develop data mining models which only extract the useful knowledge. In recent years, many researches have been done in this area. Since the literature and notation of these published works vary, a survey would help to better understand these concepts. This thesis tries to explain, analyse,unify and categorize... 

    A secure ECC-based privacy preserving data aggregation scheme for smart grids

    , Article Computer Networks ; Volume 129 , 2017 , Pages 28-36 ; 13891286 (ISSN) Vahedi, E ; Bayat, M ; Pakravan, M. R ; Aref, M. R ; Sharif University of Technology
    Abstract
    Development of Smart Grid and deployment of smart meters in large scale has raised a lot of concerns regarding customers’ privacy. Consequently, several schemes have been proposed to overcome the above mentioned issue. These schemes mainly rely on data aggregation as a method of protecting users’ privacy from the grid operators. However, the main problem with most of these schemes is the fact that they require a large amount of processing power at the meter side. This, together with the fact that smart meters don't usually have a powerful processor, can cause the unavailability of smart meter data at the required time for operators of the grid, and at the same time prevents smart meters from... 

    A New Cooperative Message Authentication Scheme in Vehicular ad-hoc Networks

    , M.Sc. Thesis Sharif University of Technology Sarencheh, Amir Reza (Author) ; Aref, Mohammad Reza (Supervisor) ; Salmasizadeh, Mahmoud (Co-Advisor)
    Abstract
    Real-time applications play a significant role in the area of VANET, and are mainly required for these kinds of networks. On the other hand, when the number of messages received by vehicles increases in the network, then the applied computation load becomes extremely high and consequently, delay on the message authentication process significantly increases. This thesis, is presented with the aim of introducing a novel cooperative message authentication (CMA) scheme for VANET, the main purpose of which is alleviating the computation load on vehicles while verifying messages by using two-part identity-based signature. The scheme enables vehicles to verify only a limited number of the total... 

    Improving the Security of Private Set Intersectio

    , M.Sc. Thesis Sharif University of Technology Mahdavi Oliaiy, Mahdi (Author) ; Aref, Mohammad Reza (Supervisor) ; Mohajeri, Javad (Co-Advisor)
    Abstract
    In some applications in the field of information technology such as social networks and medical databases in different hospitals, sometimes an entity needs to calculate the extent of its sharing of information documents with other institutions. Access to one entity's information is not possible due to the confidentiality of users' information. Therefore, in order to calculate common documents, users should be able to do so without revealing their private information. Therefore, it is required protocols such that can only obtain the shared information between two mentioned entities, while preserving the confidentiality of uncommon information. The schemes that meet the above objectives are... 

    An efficient cooperative message authentication scheme in vehicular ad-hoc networks

    , Article 2017 14th International ISC (Iranian Society of Cryptology) Conference on Information Security and Cryptology, ISCISC 2017, 6 September 2017 through 7 September 2017 ; 2018 , Pages 37-41 ; 9781538665602 (ISBN) Sarencheh, A ; Asaar, M. R ; Salmasizadeh, M ; Aref, M. R ; Sharif University of Technology
    Abstract
    Real-time applications play a significant role in the area of VANET, and are mainly required for these kinds of networks. On the other hand, when the number of messages received by vehicles increases in the network, then the applied computation load becomes extremely high and consequently, delay on the message authentication process significantly increases. This paper is presented with the aim of introducing a novel cooperative message authentication (CMA) scheme for VANET, the main purpose of which is alleviating the computation load on vehicles while verifying messages by using two-part identity-based signature. The scheme enables vehicles to verify only a limited number of the total... 

    On the security of an efficient anonymous authentication with conditional privacy-preserving scheme for vehicular ad hoc networks

    , Article 26th Iranian Conference on Electrical Engineering, ICEE 2018, 8 May 2018 through 10 May 2018 ; 2018 , Pages 510-514 ; 9781538649169 (ISBN) Kazemi, M ; Delavar, M ; Mohajeri, J ; Salmasizadeh, M ; Sharif University of Technology
    Institute of Electrical and Electronics Engineers Inc  2018
    Abstract
    Design of anonymous authentication scheme is one of the most important challenges in Vehicular Ad hoc Networks (VANET). Most of the existing schemes have high computational and communication overhead and they do not meet security requirements. Recently, Azees et al. have introduced an Efficient Anonymous Authentication with Conditional Privacy-Preserving (EAAP) scheme for VANET and claimed that it is secure. In this paper, we show that this protocol is vulnerable against replay attack, impersonation attack and message modification attack. Also, we show that the messages sent by a vehicle are linkable. Therefore, an adversary can easily track the vehicles. In addition, it is shown that... 

    Design and Analysis of Authentication Protocols in Vehicular ad-hoc Networks

    , M.Sc. Thesis Sharif University of Technology Kazemi Dizaj, Mitra (Author) ; Salmasizadeh, Mahmoud (Supervisor) ; Mohajeri, Javad (Co-Supervisor)
    Abstract
    Design of anonymous authentication scheme is one of the most important challenges in Vehicular Ad hoc Networks (VANET). Most of the existing schemes have high computational and communication overhead and they do not meet security requirements. Recently, Azees et al. have introduced an Efficient Anonymous Authentication with Conditional Privacy-Preserving (EAAP) scheme for VANET and claimed that it is secure. We show that this protocol is vulnerable against replay attack, impersonation attack and message modification attack. Also, we show that the messages sent by a vehicle are linkable. Therefore, an adversary can easily track the vehicles. In addition, it is shown that vehicles face with... 

    A secure and efficient authentication technique for vehicular Ad-Hoc networks

    , Article IEEE Transactions on Vehicular Technology ; Volume 67, Issue 6 , 2018 , Pages 5409-5423 ; 00189545 (ISSN) Rajabzadeh Asaar, M ; Salmasizadeh, M ; Susilo, W ; Majidi, A ; Sharif University of Technology
    Institute of Electrical and Electronics Engineers Inc  2018
    Abstract
    Vehicular ad-hoc networks (VANETs) are under active development, thanks in part to recent advances in wireless communication and networking technologies. The most fundamental part in VANETs is to enable message authentications between vehicles and roadside units. Message authentication using proxy vehicles has been proposed to reduce the computational overhead of roadside units significantly. In this message authentication scheme, proxy vehicles that verify multiple messages at the same time improve roadside units' efficiency. In this paper, first we show that the only proxy-based authentication scheme (PBAS) presented for this goal by Liu et al. cannot guarantee message authenticity, and... 

    Privacy Preserving Access Control in IoT for eHealth

    , M.Sc. Thesis Sharif University of Technology Hashemi Beni, Fereshteh (Author) ; Amini, Morteza (Supervisor)
    Abstract
    One of the applications of Internet of things (IoT) is its usage in the eHealth area. Various types of sensors (e.g., sensor to measure heart health, blood sugar levels, and respiratory) exist that not only provide required information for patients, but also send the health information to hospital staff through the network. Leveraging this technology in various intensive care units of hospital facilitate nurses and medical staff in monitoring of patients. However, moving towards these environments leads to new security challenges. One of the most important challenges is controlling access to sensors’ data and preserving patients privacy so that doctor and nurses should access patients’... 

    User Authentication in IoT and it’s Application in Smart Grid

    , M.Sc. Thesis Sharif University of Technology Smaeilzadeh, Sajad (Author) ; Aref, Mohammad Reza (Supervisor) ; Salmasizadeh, Mahmoud (Co-Supervisor)
    Abstract
    The Internet of Things (IoT) is rapidly expanding as an emerging concept. The connection of billions of objects and human beings creates serious challenges. Security is one of the major challenges faced by the Internet of Things, and a standardized scheme to meet security requirements has not yet been introduced. Authentication and privacy preserving users is one of the important security requirements. In this thesis, a user and a message authentication scheme in the Internet of Things are introduced, which simultaneously preserving the conditional privacy of the users. The scheme that proposed on Identity Based signature, in the verification phase user signature is verified Simultaneous,... 

    Designing a Lightweight and an Ultra-lightweight Authentication Protocols for Internet of Things

    , M.Sc. Thesis Sharif University of Technology Rahnama, Abbas (Author) ; Aref, Mohammad Reza (Supervisor) ; Eghlidos, Taraneh (Co-Supervisor)
    Abstract
    The Internet of Things is one of the most common technologies in today's world where its security is an important issue. Lightweight authentication protocols are crucial for privacy preserving in Internet of Things (IoT). IoT authentication protocols must meet security requirements and resist against cryptographic threats. On the other hand, these protocols should be implementable for devices with constrained memory and computational power in this area and should not impose a heavy computational load on such devices. In some IoT devices, such as RFIDs, resource constraints are critical, such that using standard hash functions is not practical. In this applications, security requirements is... 

    Private Distributed Computing for Machine Learning Algorithms

    , M.Sc. Thesis Sharif University of Technology Mousavi, Mohammad Hossein (Author) ; Maddah-Ali, Mohammad Ali (Supervisor) ; Mirmohseni, Mahtab (Co-Supervisor)
    Abstract
    In this thesis, we argue that in many basic algorithms for machine learning, including support vector machine (SVM) for classification, principal component analysis (PCA) for dimensionality reduction, and regression for dependency estimation, we need the inner products of the data samples, rather than the data samples themselves. Motivated by the above observation, we introduce the problem of private inner product retrieval for distributed machine learning, where we have a system including a database of some files, duplicated across some non-colluding servers. A user intends to retrieve a subset of specific size of the inner products of the data files with minimum communication load, without...