Bouchra Marzak

Hassan II Casablanca, Département de mathématique et informatique, Dr. Researcher in computer Science

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PhD, my research interests include VANET, MANET and Cloud Computing.Consultant and web integrator, my training and my professional experiences as IT manager have allowed me to acquire broad and solid skills, especially on website auditing. I was able to develop my sense of responsibility, adaptation, teamwork spirit, solid technical skills, and communication skills.

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Collaborative Trust Framework Based on Hy IDS Firewalls and Mobile Agents to Achieve Effective Security Mechanisms in Cloud Environment

Fourth International Conference on Advances in Information Processing and Communication Technology - IPCT 2016, Aug 19, 2016

The cloud has emerged as a successful computing paradigm allowing users and organizations to rely... more The cloud has emerged as a successful computing paradigm allowing users and organizations to rely on external providers for storing and processing their data and making them available to others. Undoubtedly, security is one of the significant concerns in cloud computing. However, one of the major security concerns is to protect against network intrusions that affect confidentiality, availability and integrity Cloud resources and offered services. In this paper, we present a new framework, that allows collaboration between Hybrid Intrusion Detection System (Hy-IDS), Firewalls and Mobile Agents. Deploying security mechanisms in cloud computing environment to detect and stop intrusion attempts through our framework. However, the security mechanisms unfolds in four phases: using mobile agents in a virtual environment to collect malicious data in order to detect intrusions. Then, generation of appropriate response actions local and remote from malicious data, which were collected in the first phase. In addition, dynamic deployment of response actions through virtual or physical firewall. Finally, dynamic deployment of updates in cloud computing based on mobile agents. Therefore, the collaborative framework of security management could identify and address new distributed attacks more quickly and effectively

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A Survey on Routing Protocols for Vehicular Ad-Hoc Networks

Indian Journal of Science and Technology

VANET: A novel service for predicting and disseminating vehicle traffic information

International Journal of Communication Systems

A Multi-Objective ACO to Solve the Daily Carpool Problem

International Journal of Strategic Information Technology and Applications

In urban areas, the cost of road congestion has paid great attention to the sociological, technol... more In urban areas, the cost of road congestion has paid great attention to the sociological, technological and environmental aspects, such as the optimal route and fuel consumption. This step is towards a smarter vehicle mobility where the travel time will be planned and dynamically adapted to changes with actual status of the traffic flow. In this article a multi-objective ACO algorithm is proposed to solve the daily carpooling problem. In particular, a set of decision variables are proposed in order to minimize three objective functions subject to a set of constraints on these objectives.

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Performance Analysis of Routing Protocols in Vehicular Ad Hoc Network

Lecture Notes in Electrical Engineering, 2016

Use Trust Management Framework to Achieve Effective Security Mechanisms in Cloud Environment

International Journal of Interactive Multimedia and Artificial Intelligence, 2017

Cloud Computing is an Internet based Computing where virtual shared servers provide software, inf... more Cloud Computing is an Internet based Computing where virtual shared servers provide software, infrastructure, platform and other resources to the customer on pay-as-you-use basis. Cloud Computing is increasingly becoming popular as many enterprise applications and data are moving into cloud platforms. However, with the enormous use of Cloud, the probability of occurring intrusion also increases. There is a major need of bringing security, transparency and reliability in cloud model for client satisfaction. One of the security issues is how to reduce the impact of any type of intrusion in this environment. To address this issue, a security solution is proposed in this paper. We provide a collaborative framework between our Hybrid Intrusion Detection System (Hy-IDS) based on Mobile Agents and virtual firewalls. Therefore, our hybrid intrusion detection system consists of three types of IDS namely IDS-C, IDS-Cr and IDS-M, which are dispatched over three layer of cloud computing. In the first layer, we use IDS-C over our framework to collect, analyze and detect malicious data using Mobile Agents. In case of attack, we collect at the level of the second layer all the malicious data detected in the first layer for the generation of new signatures using IDS-Cr, which is based on a Signature Generation Algorithm (SGA) and network intrusion detection system (NIDS). Finally, through an IDS-M placed in the third layer, the new signatures will be used to update the database NIDS belonging to IDS-Cr, then the database to NIDS belonging of IDS-Cr the cluster neighboring and also their IDS-C. Hardware firewall is unable to control communication between virtual machines on the same hypervisor. Moreover, they are blind to virtual traffic. Mostly, they are deployed at Virtual Machine Monitor-level (VMM) under Cloud provider's control. Equally, the mobile agents play an important role in this collaboration. They are used in our framework for investigation of hosts, transfer data malicious and transfer update of a database of neighboring IDS in the cloud. With this technique, the neighboring IDS will use these new signatures to protect their area of control against the same type of attack. By this type of close-loop control, the collaborative network security management framework can identify and address new distributed attacks more quickly and effectively.

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Clustering in Vehicular Ad-Hoc Network Using Artificial Neural Network

International Review on Computers and Software (IRECOS), 2016

Stable routing protocol based on fuzzy logic system in vehicular ad hoc networks

International Journal of Communication Systems

Cluster head selection algorithm in vehicular Ad Hoc networks

2015 International Conference on Cloud Technologies and Applications (CloudTech), 2015

Cluster head selection algorithm in vehicular Ad Hoc networks

by Bouchra Marzak, Mohamed Talea, TOUMI Hicham, and Elhabib Benlahmar

2015 International Conference on Cloud Technologies and Applications (CloudTech), 2015

Bouchra Marzak

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