NDLI: Situational awareness through reasoning on network incidents

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Situational awareness through reasoning on network incidents

Content Provider	ACM Digital Library
Author	Nath, Aurnob Horne, William G. Squicciarini, Anna Cinzia Petracca, Giuseppe
Abstract	Corporations worldwide work with teams of often dedicated system administrators to maintain, detect and prevent network infringements. This is a highly user-driven process that consumes hundreds (if not thousands) of man hours yearly. User reporting, the basis of most of these incident detection systems suffers from various biases and leads to below-par security measures. In the paper, we provide an approach for near real-time analysis of ongoing events on controlled networks, while requiring no end-user interaction and saving on system administrator's effort. Our proposed solution, ReasONets, a lightweight, distributed system, provides situational awareness in case of network incidents. ReasONets combines aspects of anomaly detection with Case-Based Reasoning (CBR) methodologies to reason about ongoing security events in a network, including their nature, severity and sources. We build a fully running prototype of ReasONets, to demonstrate the accuracy of the system, in doing reasoning and inference on the network status by exploiting events and network features. To the best of our knowledge, ReasONets is the first of its kind system combining detection and classification of network events with realtime reasoning while being capable of scaling up to large network sizes.
Starting Page	111
Ending Page	122
Page Count	12
File Format	PDF
ISBN	9781450322782
DOI	10.1145/2557547.2557562
Language	English
Publisher	Association for Computing Machinery (ACM)
Publisher Date	2014-03-03
Publisher Place	New York
Access Restriction	Subscribed
Subject Keyword	Situational awareness Incident detection Case-base reasoning
Content Type	Text
Resource Type	Article

Sl.	Authority	Responsibilities	Communication Details
1	Ministry of Education (GoI), Department of Higher Education	Sanctioning Authority	https://www.education.gov.in/ict-initiatives
2	Indian Institute of Technology Kharagpur	Host Institute of the Project: The host institute of the project is responsible for providing infrastructure support and hosting the project	https://www.iitkgp.ac.in
3	National Digital Library of India Office, Indian Institute of Technology Kharagpur	The administrative and infrastructural headquarters of the project	Dr. B. Sutradhar bsutra@ndl.gov.in
4	Project PI / Joint PI	Principal Investigator and Joint Principal Investigators of the project	Dr. B. Sutradhar bsutra@ndl.gov.in Prof. Saswat Chakrabarti will be added soon
5	Website/Portal (Helpdesk)	Queries regarding NDLI and its services	support@ndl.gov.in
6	Contents and Copyright Issues	Queries related to content curation and copyright issues	content@ndl.gov.in
7	National Digital Library of India Club (NDLI Club)	Queries related to NDLI Club formation, support, user awareness program, seminar/symposium, collaboration, social media, promotion, and outreach	clubsupport@ndl.gov.in
8	Digital Preservation Centre (DPC)	Assistance with digitizing and archiving copyright-free printed books	dpc@ndl.gov.in
9	IDR Setup or Support	Queries related to establishment and support of Institutional Digital Repository (IDR) and IDR workshops	idr@ndl.gov.in

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