יובל אלוביץ

אקדמי בכיר

Extending Attack Graphs to Represent Cyber-Attacks in Communication Protocols and Modern IT Networks

Orly Stan, Ron Bitton, Michal Ezrets, Moran Dadon, Masaki Inokuchi, Yoshinobu Ohta, Tomohiko Yagyu, Yuval Elovici,Asaf Shabtai

An attack graph is a method used to enumerate the possible paths that an attacker can take in the organizational network. MulVAL is a known open-source framework used to automatically generate attack graphs. MulVAL's default modeling has two main shortcomings. First, it lacks the ability to represent network protocol vulnerabilities, and thus it cannot be used to model common network attacks, such as ARP poisoning. Second, it does not support advanced types of communication, such as wireless and bus communication, and thus it cannot be used to model cyber-attacks on networks that include IoT devices or industrial components. In this article, we present an extended network security model for MulVAL that: (1) considers the physical network topology, (2) supports short-range communication protocols, (3) models vulnerabilities in the design of network protocols, and (4) models specific industrial communication architectures. Using the proposed extensions, we were able to model multiple attack techniques including: spoofing, man-in-the-middle, and denial of service attacks, as well as attacks on advanced types of communication. We demonstrate the proposed model in a testbed which implements a simplified network architecture comprised of both IT and industrial components.

שפת פרסום אנגלית
דפים 1936-1954
כתב עת IEEE Transactions on Dependable and Secure Computing
כרך 19
נושא מספר 3
סטטוס פרסום פורסם - 01.01.2022

Keywords

Attack graph
MulVAL
Network attacks
Network protocols

ASJC Scopus subject areas

General Computer Science
Electrical and Electronic Engineering
גישה למסמך
10.1109/TDSC.2020.3041999
קבצים וקישורים אחרים
Link to publication in Scopus