TY - GEN
T1 - Human interface for cyber security anomaly detection systems
AU - Vollmer, Denis Todd
AU - Manic, Milos
PY - 2009
Y1 - 2009
N2 - Low-level network traffic information is often times beyond the understanding of common system operators (byte counts, port numbers, packet data, etc.). However, anomaly based Intrusion Detection Systems (IDS) often provide such low-level, difficult to comprehend information. This paper details a Human Interface for Security Awareness (HISA) algorithm for interpreting cyber incident information to human operators from anomaly based intrusion detections systems. A similarity algorithm mapping anomaly results to signature based intrusion system rules is developed. Categorizations of attacks found in rules created for the Snort intrusion system were used as a basis of information to present to the user. A proof of concept system was developed using Perl native functions and custom modules. Testing with generated ICMP packets resulted in an identification accuracy of 60% proving the efficacy of the presented HISA algorithm.
AB - Low-level network traffic information is often times beyond the understanding of common system operators (byte counts, port numbers, packet data, etc.). However, anomaly based Intrusion Detection Systems (IDS) often provide such low-level, difficult to comprehend information. This paper details a Human Interface for Security Awareness (HISA) algorithm for interpreting cyber incident information to human operators from anomaly based intrusion detections systems. A similarity algorithm mapping anomaly results to signature based intrusion system rules is developed. Categorizations of attacks found in rules created for the Snort intrusion system were used as a basis of information to present to the user. A proof of concept system was developed using Perl native functions and custom modules. Testing with generated ICMP packets resulted in an identification accuracy of 60% proving the efficacy of the presented HISA algorithm.
KW - Command and control systems
KW - Site security monitoring
UR - https://www.scopus.com/pages/publications/70349980648
U2 - 10.1109/HSI.2009.5091055
DO - 10.1109/HSI.2009.5091055
M3 - Conference contribution
AN - SCOPUS:70349980648
SN - 9781424439607
T3 - Proceedings - 2009 2nd Conference on Human System Interactions, HSI '09
SP - 654
EP - 659
BT - Proceedings - 2009 2nd Conference on Human System Interactions, HSI '09
T2 - 2009 2nd Conference on Human System Interactions, HSI '09
Y2 - 21 May 2009 through 23 May 2009
ER -