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2023-01-13
Bussa, Simone, Sisto, Riccardo, Valenza, Fulvio.  2022.  Security Automation using Traffic Flow Modeling. 2022 IEEE 8th International Conference on Network Softwarization (NetSoft). :486–491.
he growing trend towards network “softwarization” allows the creation and deployment of even complex network environments in a few minutes or seconds, rather than days or weeks as required by traditional methods. This revolutionary approach made it necessary to seek automatic processes to solve network security problems. One of the main issues in the automation of network security concerns the proper and efficient modeling of network traffic. In this paper, we describe two optimized Traffic Flows representation models, called Atomic Flows and Maximal Flows. In addition to the description, we have validated and evaluated the proposed models to solve two key network security problems - security verification and automatic configuration - showing the advantages and limitations of each solution.
Oulaaffart, Mohamed, Badonnel, Remi, Bianco, Christophe.  2022.  An Automated SMT-based Security Framework for Supporting Migrations in Cloud Composite Services. NOMS 2022-2022 IEEE/IFIP Network Operations and Management Symposium. :1–9.
The growing maturity of orchestration languages is contributing to the elaboration of cloud composite services, whose resources may be deployed over different distributed infrastructures. These composite services are subject to changes over time, that are typically required to support cloud properties, such as scalability and rapid elasticity. In particular, the migration of their elementary resources may be triggered by performance constraints. However, changes induced by this migration may introduce vulnerabilities that may compromise the resources, or even the whole cloud service. In that context, we propose an automated SMT1-based security framework for supporting the migration of resources in cloud composite services, and preventing the occurrence of new configuration vulnerabilities. We formalize the underlying security automation based on SMT solving, in order to assess the migrated resources and select adequate counter-measures, considering both endogenous and exogenous security mechanisms. We then evaluate its benefits and limits through large series of experiments based on a proof-of-concept prototype implemented over the CVC4 commonly-used open-source solver. These experiments show a minimal overhead with regular operating systems deployed in cloud environments.
2021-08-12
Zheng, Yifeng, Pal, Arindam, Abuadbba, Sharif, Pokhrel, Shiva Raj, Nepal, Surya, Janicke, Helge.  2020.  Towards IoT Security Automation and Orchestration. 2020 Second IEEE International Conference on Trust, Privacy and Security in Intelligent Systems and Applications (TPS-ISA). :55—63.
The massive boom of Internet of Things (IoT) has led to the explosion of smart IoT devices and the emergence of various applications such as smart cities, smart grids, smart mining, connected health, and more. While the proliferation of IoT systems promises many benefits for different sectors, it also exposes a large attack surface, raising an imperative need to put security in the first place. It is impractical to heavily rely on manual operations to deal with security of massive IoT devices and applications. Hence, there is a strong need for securing IoT systems with minimum human intervention. In light of this situation, in this paper, we envision security automation and orchestration for IoT systems. After conducting a comprehensive evaluation of the literature and having conversations with industry partners, we envision a framework integrating key elements towards this goal. For each element, we investigate the existing landscapes, discuss the current challenges, and identify future directions. We hope that this paper will bring the attention of the academic and industrial community towards solving challenges related to security automation and orchestration for IoT systems.
2020-07-27
Adetunji, Akinbobola Oluwaseun, Butakov, Sergey, Zavarsky, Pavol.  2018.  Automated Security Configuration Checklist for Apple iOS Devices Using SCAP v1.2. 2018 International Conference on Platform Technology and Service (PlatCon). :1–6.
The security content automation includes configurations of large number of systems, installation of patches securely, verification of security-related configuration settings, compliance with security policies and regulatory requirements, and ability to respond quickly when new threats are discovered [1]. Although humans are important in information security management, humans sometimes introduce errors and inconsistencies in an organization due to manual nature of their tasks [2]. Security Content Automation Protocol was developed by the U.S. NIST to automate information security management tasks such as vulnerability and patch management, and to achieve continuous monitoring of security configurations in an organization. In this paper, SCAP is employed to develop an automated security configuration checklist for use in verifying Apple iOS device configuration against the defined security baseline to enforce policy compliance in an enterprise.
2017-03-13
Hlyne, C. N. N., Zavarsky, P., Butakov, S..  2016.  SCAP benchmark for Cisco router security configuration compliance. 2015 10th International Conference for Internet Technology and Secured Transactions (ICITST). :270–276.

Information security management is time-consuming and error-prone. Apart from day-to-day operations, organizations need to comply with industrial regulations or government directives. Thus, organizations are looking for security tools to automate security management tasks and daily operations. Security Content Automation Protocol (SCAP) is a suite of specifications that help to automate security management tasks such as vulnerability measurement and policy compliance evaluation. SCAP benchmark provides detailed guidance on setting the security configuration of network devices, operating systems, and applications. Organizations can use SCAP benchmark to perform automated configuration compliance assessment on network devices, operating systems, and applications. This paper discusses SCAP benchmark components and the development of a SCAP benchmark for automating Cisco router security configuration compliance.

2015-12-29
Ashiq Rahman, Ehab Al-Shaer.  Submitted.  Automated Synthesis of Resilient Network Access Controls: A Formal Framework with Refinement. IEEE Transactions of Parallel and Distributed Computing (TPDC),.

Due to the extensive use of network services and emerging security threats, enterprise networks deploy varieties of security devices for controlling resource access based on organizational security requirements. These requirements need fine-grained access control rules based on heterogeneous isolation patterns like access denial, trusted communication, and payload inspection. Organizations are also seeking for usable and optimal security configurations that can harden the network security within enterprise budget constraints. In order to design a security architecture, i.e., the distribution of security devices along with their security policies, that satisfies the organizational security requirements as well as the business constraints, it is required to analyze various alternative security architectures considering placements of network security devices in the network and the corresponding access controls. In this paper, we present an automated formal framework for synthesizing network security configurations. The main design alternatives include different kinds of isolation patterns for network traffic flows. The framework takes security requirements and business constraints along with the network topology as inputs. Then, it synthesizes cost-effective security configurations satisfying the constraints and provides placements of different security devices, optimally distributed in the network, according to the given network topology. In addition, we provide a hypothesis testing-based security architecture refinement mechanism that explores various security design alternatives using ConfigSynth and improves the security architecture by systematically increasing the security requirements. We demonstrate the execution of ConfigSynth and the refinement mechanism using case studies. Finally, we evaluate their scalability using simulated experiments.