Demonstrating cognitive packet network resilience to worm attacks
Conference paper
Sakellari, G. and Gelenbe, E. 2010. Demonstrating cognitive packet network resilience to worm attacks. CCS '10: 17th ACM Conference on Computer and Communications Security. Chicago, Illinois, USA 04 - 08 Oct 2010 Association for Computing Machinery (ACM). pp. 636-638 https://doi.org/10.1145/1866307.1866380
Type | Conference paper |
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Title | Demonstrating cognitive packet network resilience to worm attacks |
Authors | Sakellari, G. and Gelenbe, E. |
Abstract | The need for network stability and reliability has led to the growth of autonomic networks that can provide more stable and more reliable communications via on-line measurement, learning and adaptation. A promising architecture is the Cognitive Packet Network (CPN) that rapidly adapts to varying network conditions and user requirements using QoS driven reinforcement learning algorithms that drive the routing control. Contrary to conventional mechanisms, the users rather than the nodes, control the routing by specifying their desired QoS requirements (QoS Goals), such as Minimum Delay, Maximum Bandwidth, Minimum Cost, etc., and the network then routes each user's traffic individually based on their specific needs and on a "glocal" view. In CPN the user has the ability to explore the network for its own needs, and evaluate its own impact on the network as a whole and vice-versa, and then take appropriate decisions. CPN routing has been evaluated extensively under normal operating conditions and has proven to be very adaptive to network changes such as congestion. Here we show how CPN can respond and survive to catastrophic node failures caused by the spread of network worms. This survival is based on two complementary approaches that are run concurrently: one the one hand, each user attempts to concurrently and adaptively avoid paths which are infected, and secondly patching algorithms are continuously run to repair the network. Experiments show that this approach assures the stability of network communications throughout the course of an attack. |
Conference | CCS '10: 17th ACM Conference on Computer and Communications Security |
Page range | 636-638 |
Proceedings Title | CCS '10: Proceedings of the 17th ACM conference on Computer and communications security |
ISBN | |
Hardcover | 9781450302456 |
Publisher | Association for Computing Machinery (ACM) |
Publication dates | |
Online | 04 Oct 2010 |
Oct 2010 | |
Publication process dates | |
Deposited | 16 Oct 2013 |
Output status | Published |
Digital Object Identifier (DOI) | https://doi.org/10.1145/1866307.1866380 |
Web address (URL) of conference proceedings | https://dl.acm.org/doi/proceedings/10.1145/1866307 |
Language | English |
https://repository.mdx.ac.uk/item/84660
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