NDLI: An On-Line Anomaly Detection Method Based on a New Stationary Metric - Entropy-Ratio

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2015 IEEE Trustcom/BigDataSE/ISPA

2014 IEEE 13th International Conference on Trust, Security and Privacy in Computing and Communications

Table of contents

Message from the TrustCom 2014 General Chairs

Message from the TrustCom 2014 Program Chairs

Message from the TrustCom 2014 Steering Chairs

Message from the TrustCom 2014 Workshop/Symposium Chairs

Message from the BDSE 2014 Chairs

Message from the EFINS 2014 Workshop Chairs

Message from the SpaIoT 2014 Symposium Chairs

Message from the NOPE 2014 Workshop Chairs

Message from the UbiSafe 2014 Symposium Chairs

Message from the TSCloud 2014 Symposium Chairs

Message from the SPMBB 2014 Workshop Chairs

TrustCom 2014 Organizing and Program Committees

BDSE 2014 Organizing and Program Committees

EFINS 2014 Organizing and Program Committees

SpaIoT 2014 Organizing and Program Committees

NOPE 2014 Organizing and Program Committees

UbiSafe 2014 Organizing and Program Committees

TSCloud 2014 Organizing and Program Committees

SPMBB 2014 Organizing and Program Committees

A Clustering-Based Privacy-Preserving Method for Uncertain Trajectory Data

A Lightweight Anonymous Mobile Shopping Scheme Based on DAA for Trusted Mobile Platform

Automated User Profiling in Location-Based Mobile Messaging Applications

PrivateDroid: Private Browsing Mode for Android

TTPCookie: Flexible Third-Party Cookie Management for Increasing Online Privacy

Adaptive Sharing for Online Social Networks: A Trade-off Between Privacy Risk and Social Benefit

Garbling in Reverse Order

Private Outsourcing of Polynomial Functions

A Machine Learning Based Trust Evaluation Framework for Online Social Networks

Multi-dimensions of Developer Trustworthiness Assessment in OSS Community

A Novel Feature Selection Approach for Intrusion Detection Data Classification

An On-Line Anomaly Detection Method Based on a New Stationary Metric - Entropy-Ratio

Reaching Agreement in Security Policy Negotiation

Remembrance of Local Information Status for Enforcing Robustness of Policy-Exchanged Strategies for Trust Negotiation

Secure and Privacy-Friendly Public Key Generation and Certification

A Stateful Mechanism for the Tree-Rule Firewall

CAFS: A Framework for Context-Aware Federated Services

Encrypted Keyword Search Mechanism Based on Bitmap Index for Personal Storage Services

High Performance FPGA Implementation of Elliptic Curve Cryptography over Binary Fields

A High-Performance Distributed Certificate Revocation Scheme for Mobile Ad Hoc Networks

SIMS: A Comprehensive Approach for a Secure Instant Messaging Sifter

Towards Designing an Email Classification System Using Multi-view Based Semi-supervised Learning

Ultra High-Speed SM2 ASIC Implementation

Visual Similarity Based Anti-phishing with the Combination of Local and Global Features

A Practically Optimized Implementation of Attribute Based Cryptosystems

A Robust Authentication Scheme for Observing Resources in the Internet of Things Environment

Bargaining-Based Dynamic Decision for Cooperative Authentication in MANETs

Multiplicative Attributes Graph Approach for Persistent Authentication in Single-Sign-On Mobile Systems

ToAuth: Towards Automatic Near Field Authentication for Smartphones

One Kind of Cross-Domain DAA Scheme from Bilinear Mapping

Long Term Tracking and Characterization of P2P Botnet

A Survey of Security Network Coding toward Various Attacks

Defensor: Lightweight and Efficient Security-Enhanced Framework for Android

Public-Key Encryption Resilient against Linear Related-Key Attacks Revisited

The Micro-architectural Support Countermeasures against the Branch Prediction Analysis Attack

AHP-Based Quantitative Approach for Assessing and Comparing Cloud Security

Efficiently Attribute-Based Access Control for Mobile Cloud Storage System

EqualVisor: Providing Memory Protection in an Untrusted Commodity Hypervisor

FEACS: A Flexible and Efficient Access Control Scheme for Cloud Computing

ONHelp: Components in Building Secure Cloud Based on OpenNebula

Proofs of Ownership and Retrievability in Cloud Storage

Temporal Access Control with User Revocation for Cloud Data

Trust Enhanced Cloud Security for Healthcare Services

Trusted Geolocation-Aware Data Placement in Infrastructure Clouds

Cognitive Adaptive Access-Control System for a Secure Locator/Identifier Separation Context

AppCaulk: Data Leak Prevention by Injecting Targeted Taint Tracking into Android Apps

Attack Tree Based Android Malware Detection with Hybrid Analysis

Automatically Exploiting Potential Component Leaks in Android Applications

Data-centric Rogue Node Detection in VANETs

Detect Android Malware Variants Using Component Based Topology Graph

Evaluation of Android Anti-malware Techniques against Dalvik Bytecode Obfuscation

Secure Mobile Payment on NFC-Enabled Mobile Phones Formally Analysed Using CasperFDR

Systematic Analysis and Detection of Misconfiguration Vulnerabilities in Android Smartphones

Synthesising End-to-End Security Protocols

Collaborative and Ubiquitous Consumer Oriented Trusted Service Manager

Design and Analysis of a New Feature-Distributed Malware

On Energy Efficient Scheduling and Load Distribution Based on Renewable Energy for Wireless Mesh Network in Disaster Area

Trust-Enhanced Multicast Routing Protocol Based on Node's Behavior Assessment for MANETs

BIBRM: A Bayesian Inference Based Road Message Trust Model in Vehicular Ad Hoc Networks

Convergence of True Cooperations in Bayesian Reputation Game

Practical Assessment of Biba Integrity for TCG-Enabled Platforms

SigmoRep: A Robust Reputation Model for Open Collaborative Environments

Towards Robust and Effective Trust Management for Security: A Survey

Trust Mechanism for Enforcing Compliance to Secondary Data Use Contracts

An Effective Path Load Balancing Mechanism Based on SDN

Integrity Levels: A New Paradigm for Protecting Computing Systems

Integrity Verification and Secure Loading of Remote Binaries for Microkernel-Based Runtime Environments

Overhead-Free In-Place Recovery Scheme for XOR-Based Storage Codes

Untrusted User Detection in Microblogs

A Privacy-Enhanced Access Log Management Mechanism in SSO Systems from Nominative Signatures

Anonymous Proxy Signature with Restricted Traceability

Efficient Traceable Attribute-Based Signature

Computation Integrity Measurement Based on Branch Transfer

Emergency Key Rollover in DNSSEC

Crowd Sensing of Urban Emergency Events Based on Social Media Big Data

SocAware: A Middleware for Social Applications in Online Social Networks

Secure Multimedia Big Data Sharing in Social Networks Using Fingerprinting and Encryption in the JPEG2000 Compressed Domain

A Proposal for a Reference Architecture for Long-Term Archiving, Preservation, and Retrieval of Big Data

Big Data Analyses for Collective Opinion Elicitation in Social Networks

An Improved Image File Storage Method Using Data Deduplication

HBaseSpatial: A Scalable Spatial Data Storage Based on HBase

On the Application and Performance of MongoDB for Climate Satellite Data

Research of Provenance Storage in Cloud Computing Environment

Data Interface All-iN-A-Place (DIANA) for Big Data

Performance Evaluation of the SSD-Based Swap System for Big Data Processing

A Study on Recursive Neural Network Based Sentiment Classification of Sina Weibo

VALID: A Web Framework for Visual Analytics of Large Streaming Data

A High Speed Lossless Compression Algorithm Based on CPU and GPU Hybrid Platform

Improved 2DLDA Algorithm and Its Application in Face Recognition

The Evaluation of Emulab as an Environment for Bio-Informatics Research

A Evaluation Method for Web Service with Large Numbers of Historical Records

BIG DATA: Preconditions to Productivity

Data Mining Application of Decision Trees for Student Profiling at the Open University of China

Aeromancer: A Workflow Manager for Large-Scale MapReduce-Based Scientific Workflows

MapReduce for Large-Scale Monitor Data Analyses

FedLoop: Looping on Federated MapReduce

In-Map/In-Reduce: Concurrent Job Execution in MapReduce

Towards Policy Retrieval for Provenance Based Access Control Model

SARAH - Statistical Analysis for Resource Allocation in Hadoop

Privacy Aware Non-linear Support Vector Machine for Multi-source Big Data

Modeling of Data Provenance on Space and Time Based on OPM

Threshold-Based Secure and Privacy-Preserving Message Verification in VANETs

A Semantic Knowledge Base Construction Method for Information Security

Adding Privacy to Multicast DNS Service Discovery

Encrypted Program Execution

Network Traffic Anomaly Detection Using Adaptive Density-Based Fuzzy Clustering

Unified Model for Data Security - A Position Paper

A Secure Authentication Protocol for IP-Based Wireless Sensor Communications Using the Location/ID Split Protocol (LISP)

A Compact Hardware Implementation of SM3 Hash Function

A Load Balancing Strategy of SDN Controller Based on Distributed Decision

Modeling Degrees of Fairness for Collaborations

Performance Analysis on M2M Communication Network Based on Stochastic Network Calculus

Mining Specification of Insecure Browser Extension Behavior

Detection of Android Malicious Apps Based on the Sensitive Behaviors

Digital Trust - Trusted Computing and Beyond: A Position Paper

Identifying P2P Network Activities on Encrypted Traffic

Lightweight Security Middleware to Detect Malicious Content in NFC Tags or Smart Posters

Survey of Integrity Detection Methods in Internet of Things

TEEI - A Mobile Security Infrastructure for TEE Integration

Continuous Certification of Non-repudiation in Cloud Storage Services

JVM-Based Dynamic Attestation in Cloud Computing

Remote Programmatic vCloud Forensics: A Six-Step Collection Process and a Proof of Concept

vPatcher: VMI-Based Transparent Data Patching to Secure Software in the Cloud

Enforcing File System Permissions on Android External Storage: Android File System Permissions (AFP) Prototype and ownCloud

A Novel Public Key Encryption Scheme for Large Image

Analysis of the Count-Min Sketch Based Anomaly Detection Scheme in WSN

Attacks on Physically-Embedded Data Encryption for Embedded Devices

Challenge Set Designs and User Guidelines for Usable and Secured Recognition-Based Graphical Passwords

Escrow: A Large-Scale Web Vulnerability Assessment Tool

Personal Data Access Based on Trust Assessment in Mobile Social Networking

Publisher's Information

2013 12th IEEE International Conference on Trust, Security and Privacy in Computing and Communications

2012 IEEE 11th International Conference on Trust, Security and Privacy in Computing and Communications

2011IEEE 10th International Conference on Trust, Security and Privacy in Computing and Communications

An On-Line Anomaly Detection Method Based on a New Stationary Metric - Entropy-Ratio

Content Provider	IEEE Xplore Digital Library
Author	Wang, Ziyu Yang, Jiahai Li, Fuliang
Copyright Year	2014
Abstract	Anomaly detection has been a hot topic in recent years due to its capability of detecting zero day attacks. In this paper, we propose a new metric called Entropy-Ratio. We validate that the Entropy-Ratio is stationary. Making use of this observation, we combine the Least Mean Square algorithm and the Forward Linear Predictor to propose a new on-line detector called LMS-FLP detector. Using the two synthetic data sets - CEGI-6IX synthetic data and CERNET2 synthetic data, we validate that the LMS-FLP detector is very effective in detecting both anomalies involving many small IP flows and anomalies involving a few large IP flows.
Starting Page	90
Ending Page	97
File Size	357739
Page Count	8
File Format	PDF
ISBN	9781479965137
DOI	10.1109/TrustCom.2014.16
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2014-09-24
Publisher Place	China
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Forward Linear Predictor Detectors Entropy-Ratio Educational institutions Vectors Entropy IP networks Mathematical model Equations Anomaly detection Least Mean Square
Content Type	Text
Resource Type	Article

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