Features and Operation of an Autonomous Agent for Cyber Defense

05/13/2019
by   Michael J. De Lucia, et al.
0

An ever increasing number of battlefield devices that are capable of collecting, processing, storing, and communicating information are rapidly becoming interconnected. The staggering number of connected devices on the battlefield greatly increases the possibility that an adversary could find ways to exploit hardware or software vulnerabilities, degrading or denying Warfighters the assured and secure use of those devices. Autonomous software agents will become necessities to manage, defend, and react to cyber threats in the future battlespace. The number of connected devices increases disproportionately to the number of cyber experts that could be available within an operational environment. In this paper, an autonomous agent capability and a scenario of how it could operate are proposed. The goal of developing such capability is to increase the security posture of the Internet of Battlefield Things and meet the challenges of an increasingly complex battlefield. This paper describes an illustrative scenario in a notional use case and discusses the challenges associated with such autonomous agents. We conclude by offering ideas for potential research into developing autonomous agents suitable for cyber defense in a battlefield environment.

READ FULL TEXT

page 1

page 2

page 3

page 4

research
12/18/2018

Intelligent Autonomous Agents are Key to Cyber Defense of the Future Army Networks

Intelligent autonomous agents will be widely present on the battlefield ...
research
03/28/2018

Initial Reference Architecture of an Intelligent Autonomous Agent for Cyber Defense

This report describes an initial reference architecture for intelligent ...
research
06/07/2018

Towards an Active, Autonomous and Intelligent Cyber Defense of Military Systems: the NATO AICA Reference Architecture

Within the future Global Information Grid, complex massively interconnec...
research
11/25/2019

When Autonomous Intelligent Goodware will Fight Autonomous Intelligent Malware: A Possible Future of Cyber Defense

In the coming years, the future of military combat will include, on one ...
research
08/15/2022

Deception for Cyber Defence: Challenges and Opportunities

Deception is rapidly growing as an important tool for cyber defence, com...
research
04/27/2021

Proceedings - AI/ML for Cybersecurity: Challenges, Solutions, and Novel Ideas at SIAM Data Mining 2021

Malicious cyber activity is ubiquitous and its harmful effects have dram...
research
10/23/2018

Building an Emulation Environment for Cyber Security Analyses of Complex Networked Systems

Computer networks are undergoing a phenomenal growth, driven by the rapi...

Please sign up or login with your details

Forgot password? Click here to reset