NDLI: Critical Episode Mining in Intrusion Detection Alerts

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2011 Ninth Annual Communication Networks and Services Research Conference

2010 8th Annual Communication Networks and Services Research Conference

2009 Seventh Annual Communication Networks and Services Research Conference

6th Annual Communication Networks and Services Research Conference (cnsr 2008)

Table of contents

Conference Program Committee Welcome Message

Technical Program Committee

Keynote 1 - Algorithmic Methods for Sponsored Search Advertising

Keynote 2 - Network Coding: A Revolution in the Making?

Keynote 3 - Distributed Pattern Matching

Transceiver Technologies for Impulse Radio Ultra Wideband (IR UWB) Wireless Systems

Next-Generation Broadband Networks

Secure Communication in Next Generation Internet

Ultra Mobile Broadband Technology Overview

MPEG-4 AVC Video Traffic Smoothing for Broadband Cable Networks

Overall Performance Assessment of Energy-Aware Cooperative Techniques Exploiting Multiple Description and Scalable Video Coding Schemes

Short-Term MPEG-4 AVC Bandwidth Prediction for Broadband Cable Networks

The Semantics of Mobile TV

Low Autocorrelation Fractional PTS Subblocking for PAPR Reduction in OFDM Systems

Improved Compensation of HPA Nonlinearities Using Digital Predistorters with Dynamic and Multi-dimensional LUTs

A Sub-optimal Eigenvalue-Based Adaptive Modulation Scheme for Broadband MIMO-OFDM Systems

The Effect of Coding on OFDM and Single Carrier Transmission with Decision Feedback Equalizer

Analysis of Threats to the Security of EPC Networks

A Novel Covariance Matrix Based Approach for Detecting Network Anomalies

ECG Based Recognition Using Second Order Statistics

Secret Key Extraction in Ultra Wideband Channels for Unsynchronized Radios

Distributed Exchange of Alerts for the Detection of Coordinated Attacks

A Traffic Modeling Based Power Saving Mechanism for Mobile Devices in Wireless Systems

Beyond 4G: Open Source Telecom Leveraging MIMO and Distributed P2P Connectivity for Wired Independence

Capacity Analysis of High Data Rate Wireless Personal Area Networks

FG-MC-CDMA System Performance in Multi-band Channels

Autonomic-Oriented Architecture for an Intelligent Handover Management Scheme

Detecting Network Anomalies Using Different Wavelet Basis Functions

Critical Episode Mining in Intrusion Detection Alerts

Secure Health Monitoring Network against Denial-Of-Service Attacks Using Cognitive Intelligence

The Influence of Wireless 802.11g LAN Encryption Methods on Throughput and Round Trip Time for Various Windows Operating Systems

SIP and 802.21 for Service Mobility and Pro-active Authentication

Spectral Regrowth Reduction for Digital Audio Broadcasting Using EER Amplifiers

Design of Fair Multi-user Transceivers with QoS and Imperfect CSI

Exploiting Redundancies to Improve Performance of LT Decoding

Solving Minimum Power Broadcast Problem in Wireless Ad-Hoc Networks Using Genetic Algorithm

An Approach for Optimal Bandwidth Allocation in Packet Processing Systems

A Simple Low-Noise Subharmonically Injection-Locked Oscillator for Low-Cost RF Synthesizers and Front-Ends for Wireless Communications

Optimization of Circular Ring Microstrip Antenna Using Genetic Algorithm

Sphere Detection in MIMO Communication Systems with Imperfect Channel State Information

Prioritized Contention Resolution Scheme for Grid Services over OBS Networks

Providing Balanced and Enhanced Transmission for WLANs with Multi-beam Access Point

Efficient Decoder for Perfect Space-Time Codes

ROUSSEAU: A Monitoring System for Inter-domain Routing Security

Mitigation of Exposed Terminal Problem Using Packet Sensing

Performance Evaluation of TCP Variants under Mobility Based Anchor Point Node (APN) Hybrid Network

New Layered Space-Time Schemes Based on Group of Three Transmit Antenna

Parallel Fixed-Alternative-Routing Based Provisioning Framework for Distributed Controlled Survivable WDM Mesh Networks

Scalable MPEG-4 Video Transmission Using Video Quality Metrics

Communal Network Architecture for Sharing High Bandwidth Services

Procedure for Information Collection on High-Speed, High-Bandwidth Communication Systems to Enable Network Management

Recent Progress of ILO-Based Novel Synchronization Techniques for Transceivers Used in Broadband Wireless Communication Systems

MicroElectroMechanical Systems (MEMS) Based Wavelength-Selective Building Block in a Transparent Network Architecture

Optimum 2-D LOS MIMO Performance Using Omni-directional Antennas Attained through Genetic Algorithms

A 42-Gb/s Decision Circuit in 0.13µm CMOS

Discrete Model to Estimate Lifetime of a Wireless Sensor Network for Audio Storage

An Adaptive Programming Model for Environmental Sensor Networks Using Fuzzy Logic

Efficient Topology Discovery for Multihop Wireless Sensor Networks

A Clustered Wireless Sensor Network Model Based on LogDistance Path Loss

An Analytical Performance Model for Multistage Interconnection Networks with Blocking

Code-Shifted Reference Ultra-Wideband (UWB) Radio

Impact of Multipath Interference on the Performance of an UWB Fast Acquisition System for Ranging in an Indoor Wireless Channel

Multi-antenna Techniques in Ultra Mobile Broadband Communication Systems

Variance-Optimized Rao-Blackwellization for Mitigating Error Propagation in a Decision Feedback Equalization

Adaptive Filter for Delay Line Combination (DLC) Receivers

Distributed Transmission Power Control for Wireless Sensor Networks

WINTeR: Architecture and Applications of a Wireless Industrial Sensor Network Testbed for Radio-Harsh Environments

Using QR-Updating with Reduced Complexity for Precise Localization in Mobile Sensor Networks

The Performance of HSDPA (3.5 G) Network for Application in a Navigation System for Visually Impaired People

Experimental Study of the Retrodirective Antenna Array System in a Multipath Environment

Could Proactive Link-State Routed Wireless Networks Benefit from Local Fast Reroute?

A Rate-Adaptive MAC for IEEE 802.11 Networks

Optimal Training for the SM-MIMO-OFDM Systems with MMSE Channel Estimation

A Testbed for Localizing Wireless LAN Devices Using Received Signal Strength

Location Determination Using Radio Frequency RSSI and Deterministic Algorithm

An Orthogonal Projection Approach for Blind Beamforming in Multipath CDMA Channels

Power and Spectral Efficient Free Space Optical Link Based on MIMO System

Exploiting the Thread-Level Parallelism for BGP on Multi-core

Swarm Congestion & Power Aware Routing Protocol for MANETs

ET-MAC: An Energy-Efficient and High Throughput MAC Protocol for Wireless Sensor Networks

History Based Adaptive Backoff (HBAB) IEEE 802.11 MAC Protocol

An Efficient Scheme for Joint Equalization and Interference Cancellation in Distributed Cooperative Diversity Networks

HGKM: A Group-Based Key Management Scheme for Sensor Networks Using Deployment Knowledge

Modeling TCP Throughput in IEEE 802.11 Based Wireless Ad Hoc Networks

Information Retrieval in Network Administration

Evidence Gathering for Remuneration of Shared Connections

Design and Implementation of Adaptive Jini System to Support Undefined Services

SecCOSEn A Key Management Scheme for Securing Chain Oriented Sensor Networks

Comparison between a Proposed QoS Mathematical Model and other IP QoS Models

A Divergence Analysis in Autonomous Systems Using Full-Mesh iBGP

MPA: A Network-Centric Architecture for Micro-Mobility Support in IP and MPLS Networks

A Modified Version of IKEv2 for Using in Client-Server Environments

Fifth Annual Conference on Communication Networks and Services Research (CNSR '07)

4th Annual Communication Networks and Services Research Conference (CNSR'06)

3rd Annual Communication Networks and Services Research Conference (CNSR'05)

Proceedings. Second Annual Conference on Communication Networks and Services Research, 2004.

Critical Episode Mining in Intrusion Detection Alerts

Content Provider	IEEE Xplore Digital Library
Author	Soleimani, M. Ghorbani, A.A.
Copyright Year	2008
Description	Author affiliation: Fac. of Comput. Sci., New Brunswick Univ., Fredericton, NB (Soleimani, M.; Ghorbani, A.A.)
Abstract	One of the most important steps in attack detection using Intrusion Detection Systems (IDSs) is dealing with huge number of alerts that can be either critical single alerts and multi-step attack scenarios or false alerts and non-critical ones. In this paper we try to address the problem of managing alerts via a multi-layer alert correlation and Itering that can identify critical alerts after each step of correlation and Itering. After applying the approach on LL DDoS 1.0 data set, we achieved very good results in terms of critical alert detection rates, running time of approach and its memory usage. Our method could extract all of critical and multi-step attacks in LL DDoS 1.0 data set while we had almost 90% reduction in number of alerts.
Starting Page	157
Ending Page	164
File Size	769123
Page Count	8
File Format	PDF
ISBN	9780769531359
DOI	10.1109/CNSR.2008.62
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2008-05-05
Publisher Place	Canada
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Intrusion detection Multistage attack Episode mining Critical episode Alert mining Attack scenario
Content Type	Text
Resource Type	Article

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