NDLI: A Spam Filtering Method Based on Multi-modal Features Fusion

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2015 11th International Conference on Computational Intelligence and Security (CIS)

2014 Tenth International Conference on Computational Intelligence and Security

2013 Ninth International Conference on Computational Intelligence and Security

2012 Eighth International Conference on Computational Intelligence and Security

2011 Seventh International Conference on Computational Intelligence and Security

Table of Contents

Conference Organization

Program Committee

A Cloud Model Based Computational Intelligence Algorithm for Parameter Identification of Chaotic Systems

A Genetic Algorithm Based on a New Fitness Function for Constrained Optimization Problem

A Genetic Algorithm Based on Duality for Linear Bilevel Programming Problems

A Heuristic Genetic Process Mining Algorithm

A Hybrid Method for Solving Global Optimization Problems

A Hybrid Multiobjective Differential Evolution Algorithm Based on Improved e-Dominance

A Hybrid Simplex Multi-objective Evolutionary Algorithm Based on Preference Order Ranking

A Line-up Competition Differential Evolution Algorithm for the Generalized Assignment Problem

A new filled function algorithm for constrained global optimization problems

A New Improved Particle Swarm Optimization Algorithm

Application of the PSO-SVM Model for Credit Scoring

Approximate Solution of Fuzzy Sylvester Matrix Equations

Energy-efficient Multi-task Scheduling Based on MapReduce for Cloud Computing

Exploring Centrality-Lethality Rule from Evolution Constraint on Essential Hub and Nonessential Hub in Yeast Protein-Protein Interaction Network

Glowworm swarm optimization algorithm for solving multi-constrained QoS multicast routing problem

Hybrid Genetic Algorithm for TSP

Improved BFO with Adaptive Chemotaxis Step for Global Optimization

Improved differential evolution algorithm with adaptive mutation and control parameters

Improvement of the MapReduce Model Based on Message Middleware Oriented Data Intensive Computing

Inertia Weight Particle Swarm Optimization with Boltzmann Exploration

MOEA/D with Uniform Design for the Multiobjective 0/1 Knapsack Problem

Monitoring the PSO Process Based on Fuzzy Random Variables

Multi-objective Optimization of Bus Dispatching Based on Improved Genetic Algorithm

New Heuristic Algorithm of RNA Secondary Structure Prediction with Pseudoknots

Optimality Conditions for Fractional Programming with B (p, r, a) Invex Functions

Phylogenetic Tree of DNA Sequences Constructed by a New Method-H Curve

PSO-BP Neural Network in Reservoir Parameter Dynamic Prediction

Research of Blocking Factor Combined with Improved Ant Colony Algorithm in VRP

Research on Nonlinear Predictive Control Rolling Optimization Strategy Based on SAPSO

Researching on the Growth Operator SWFZIRS of Growth Evolution Algorithms

Resource Optimization for Uncertain Traffic Demand in Multi-radio Multi-channel Wireless Networks

Sufficient Optimality Conditions and Duality for a Minmax Fractional Problem

The 0/1 Multi-objective Knapsack Problem Based on Regional Search

The Overview of Feature Selection Algorithms Based Swarm Intelligence and Rough Set

Uniform Design Based Hybrid Genetic Algorithm for Multiobjective Bilevel Convex Programming

3G-based Remote Video Surveillance and Control System for Facility Agriculture

A Cloud Model Approach to the Modification of the Exponential Function Model for Software Reliability

A Comparative Study on Appending Priority Relations of Rules in BDI-Based Agent Model

A fuzzy portfolio model considering transaction costs

A Human-Computer Interaction Method with Multi-Dimensional Information in the Teleoperation Augmented Reality System

A Model Driven Approach for Self-Healing Computing System

A Model of Emotional Agent Based on Granular Computing

A Modification to the Jelinski-Moranda Software Reliability Growth Model Based on Cloud Model Theory

A Practical Framework for Agent-Based Hybrid Intelligent Systems

A QoS-based Self-adaptive Framework for OpenAPI

Action-Seeking Team Coordination for Unmanned Vehicles Team Planning

Adaptive Evaluation Model of Information System by Triangular Fuzzy Number

Algorithm of Distribution Estimation for Node Localization in Wireless Sensor Network

An Important Property about Vertex Distance of Crossed Cubes CQn

An Improvement of Comprehensive Evaluation Model

An Intelligent Vehicle Monitoring System Based on Internet of Things

An Optimal Architecture of Middle Agents in Multi-Agent Systems

Belief Base Change on Implicant Sets: How to Give Up Elements of a Belief Based on Literal Level

Communities Detection with Applications to Real-World Networks Analysis

Cooperative Neural Network Background Model for Multi-Modal Video Surveillance

Design of Intelligent Decision-making System in Multi-UUV Formation Control Simulation

Discretization Based on Positive Domain and Information Entropy

Exponentially Synchronization of Stochastic Complex Networks with Time-varying Delays and Switching Topology via Pinning Control

FBctlr - A Novel Approach for Storage Performance Virtualization

Global Prefetcher Aggressiveness Control for Chip-Multiprocessor

Iterative Learning Control of Double Servo Valve Controlled Electro Hydraulic Servo System

Lifeline: Emergency Ad Hoc Network

Marshmallow: A Content-Based Publish-Subscribe System over Structured P2P Networks

Multi-Agents Model Analysis for the Evolution of Industrial Clusters

On Cluster Synchronization for Linearly Coupled Complex Networks

Optimization of Vehicle Routing Problem Based on Max-Min Ant System with Parameter Adaptation

Qualitative Modeling for Parallel Software System Reliability Evaluation

Real-time LOD Algorithm Based on Triangle Collapse Optimization

Research of Rapid Attention-Information Extraction in Human-Robot Interaction

Robust Stability for Uncertain Neutral Systems with Time-varying and Distributed Delays

Simulation of Influence of Desired Velocity Distribution and Herd Effect on Pedestrian Evacuation

Software Fault Prediction Framework Based on aiNet Algorithm

Study on Friction Coefficient Mechanism Model of Tandem Cold Mill in Unstable Condition

The Design of Fuzzy Classifier Based on Sugeno Type Fuzzy Complex-Value Integral

Voice-based Local Search Using a Language Model Look-ahead Structure for Efficient Pruning

Weak-pseudo-R0 Algebras

A Neural Network for a Class of Horizontal Linear Complementary Problems

Adaptive Neural Control for a Class of Perturbed Time-delay Nonlinear Systems

Application of Evolutionary Neural Networks for Well-logging Recognition in Petroleum Reservoir

Artificial Neural System Method for Solving Nonlinear Programming with Linear Equality Constraints

Existence and Global Attractivity of Almost Periodic Solution of Hopfield Neural Networks with Time Delays

Global Synchronization of Hybrid Coupled Neural Networks with Time-varying Delay

Minimal Echo State Networks for Visualisation

Predictions for Coal Spontaneous Combustion Stage Based on an Artificial Neural Network

Search Engine Optimization Based on Algorithm of BP Neural Networks

Spares Consumption Prediction Based on BP Neural Network

Spares Consumption Quota Model Based on BP Neural Network

Spatial Prediction of Dissolved Organic Carbon Using GIS and ANN Modeling in River Networks

Stability Analysis of Neutral-type Fuzzy Neural Networks with Distributed Delays

The Application of Neural Network in the Intelligent Fault Diagnosis System

A Maximal Clique Partition Method for Network Based on Granularity

A Spam Filtering Method Based on Multi-modal Features Fusion

A Topic Partition Algorithm Based on Average Sentence Similarity for Interactive Text

An Embedded Software Fusion Power Model Based on Algorithm and Micro-architectural Level

An Error Bound for Eigenvalues of Graph Laplacian with Bounded Kernel Function

An Improved Software Reliability Model Considering Fault Correction Rate

Class-Incremental Kernel Discriminative Common Vectors

Dynamic Fuzzy Semisupervised Multitask Learning

Feature selection algorithm based on the Community discovery

Improved Word Similarity Computation for Chinese Using Sub-word Information

Multi-Side Multi-Instance Algorithm

Probabilistic Trajectory Modeling of Flight Vehicles Based on Parameter Deviations

Reinforcement Learning for the N-Persons Iterated Prisoners' Dilemma

Relative Local Mean Classifier with Optimized Decision Rule

Research on the Maximum Flow in Large-scale Network

The Application of Graph Theory in Old Chinese Phonology Study

The Estimation Algorithm of Laplacian Eigenvalues for the Tangent Bundle

Time Series Forecasting Method Based on Huang Transform and BP Neural Network

A Digital Watermarking Algorithm Based on Wavelet Packet Transform and BP Neural Network

A Markov Chain-based Availability Model of Virtual Cluster Nodes

A New Scheme for Information Hiding Based on Digital Images

A security testing approach for WSN protocols based on object-oriented attack model

A Study on IT-security Vocabulary for Domain Document Classification

Achieving Distributed System Information Security

An Adaptive Connectivity Data Dissemination Scheme in Vehicular Ad-hoc Networks

Architecture for Component Library Retrieval on the Cloud

Construction of Overflow Attacks Based on Attack Element and Attack Template

Distributed Storage Schemes for Controlling Data Availability in Wireless Sensor Networks

Fingerprint Composition-Feature Extraction Using Directional Filter Banks

Image Scrambling Based on Chaos Theory and Vigenère Cipher

Improving Privacy of Property-based Attestation without a Trusted Third Party

Information Hiding Algorithm Based on Stentiford Visual Attention Model

Model Composition and Generating Tests for Web Applications

Modeling and Simulating the Propagation of Unstructured Peer-to-Peer Worms

Optimizing for ArtiFlow and Transform ArtiFlow to ServiceFlow

Orthogonal Test Algorithm on TD-SCDMA Network Optimization

Privacy Preserving Naïve Bayesian Classifier Based on Transition Probability Matrix

Researches and Simulations of Information Hiding in Alamouti Transmission System

Testing Anti-denial of Service Attacks Based on Mobile Agent

The AES Encryption and Decryption Realization Based on FPGA

The Implementation of Trust Model in the P2P Patch Distribution System

A Blakley Secret Sharing Scheme without Trusted Share Distributed Center

A Rational Secret Sharing Scheme Based on Repeated Game

A Security Model for Information Systems with Multi-level Security

A Trivariate Polynomial-based Dynamic Key Management Scheme for Wireless Sensor Networks

A Trust-based Dynamic Secure Service Discovery Model for Pervasive Computing

AHP-GRAP Based Security Evaluation Method for MILS System within CC Framework

Analysis and Measurement on the Electromagnetic Compromising Emanations of Computer Keyboards

Analysis of the Success Rate of the LLL Lattice Basis Reduction

Analysis of Wireless Mesh Network Security Based on Node Function

Design and Implementation of an Electromagnetic Analysis System for Smart Cards

Modeling the Uncertain Data in the K-anonymity Privacy Protection Model

On the Representation and Querying of Sets of Possible Worlds in the K-anonymity Privacy Protecting Model

Security Analysis of Some Recent Authentication Protocols for RFID

A Bilinear Pairing-Based Key Management Scheme for Wireless Sensor Networks

A Configurable IPSec Processor for High Performance In-Line Security Network Processor

A Fast Handoff Method Based on RSSI and LQI in Wireless Sensor Network

A Survey on Methods of Automatic Protocol Reverse Engineering

A Sybil-resilient Contribution Transaction Protocol

An Automated Black-box Testing Approach for WSN Security Protocols

An Efficient Closed-form Solution of Synchronization and Channel Estimation in UWB

An Identity-based Secure Routing Protocol in WSNs

An Interactive Charge Scheme with Reward and Non-repudiation

Analysis of Abnormal Events in IMS and Research on the Strategy of Detection

Design of the DS-UWB Communication System Based on Chaotic Variable Spreading Factor

Energy-efficient MAC Protocol Designed for Wireless Sensor Network for IoT

Joint Synchronization and Channel Estimation Algorithm of FH-OFDM Systems in Aviation Mobile Communications

Key Management Protocol Based on Finely Granular Multi-level Security Method in Wireless Networks

Multi-jammer Localization in Wireless Sensor Networks

Query-Aware Anonymization in Location-Based Service

Recovering Coverage Holes by Using Mobile Sensors in Wireless Sensor Networks

Reliability Analysis of System-in-the-Loop Network Platform Based on Delays

Secure Data Aggregation Scheme for Clustered Wireless Sensor Networks

Stochastic Modeling File Population in P2P Network

The Design of Cooperative Intrusion Detection System

The Reliable Transmission Research of the Random Data in WSN Earthen Sites Health Monitoring

A Design and Implement of IPS Based on Snort

A Novel Hash-based RFID Mutual Authentication Protocol

An Application of Justification Logic to Protocol Verification

An Image Encryption and Authentication Scheme

Analysis of the Authentication Protocols Based on Game Theory

Design of a Digital Forensics Evidence Reconstruction System for Complex and Obscure Fragmented File Carving

Evaluating the Effect of Loading Forensic Tools on the Volatile Memory for Digital Evidences

Hierarchical ID-Based Blind Signature from Lattices

Identity-based SIP Authentication and Key Agreement

Obtaining the Resonant Frequency of the Bubble in the Ship Wake by ANSYS

Security Authentication Scheme Based on Certificateless Signature and Fingerprint Recognition

Security Problems and Countermeasures with Commercial Banking Computer Networks

Synthesis Algorithm of Homologous Detection Based on Analytic Hierarchy Process

Systematical Vulnerability Detection in Browser Validation Mechanism

The Analysis of Influence Factors of the Confidence Level on University Students' Network Shopping

Traitor Tracing and Revocation Mechanisms with Privacy-Preserving

2-out-of-2 Rational Secret Sharing in Extensive Form

A Construction of Balanced Odd-variable Boolean Function with Optimum Algebraic Immunity

A New Cross-realm Group Password-based Authenticated Key Exchange Protocol

A Novel Group Signature Scheme Based on NTRU

A Protocol of Privacy-Preserving Closest Pair in Two Dimensional Space

A Watermarking-based Visual Cryptography Scheme with Meaningful Shares

Accelerating Block Cryptography Algorithms in Procedure Level Speculation

An ID-based (k, t, n) Threshold Group Signature Scheme

An Image Encryption Algorithm Based on Scrambling and Substitution Using Hybrid Chaotic Systems

An Improved Signcryption with Proxy Re-encryption and its Application

An Improvement and a New Design of Algorithms for Seeking the Inverse of an NTRU Polynomial

Attack on the Cryptosystem Based on DLP

Attribute-Based Authenticated Key Exchange Protocol with General Relations

Attribute-based Signcryption with Ciphertext-policy and Claim-predicate Mechanism

Certificateless Broadcast Signcryption with Forward Secrecy

Co-Z Addition Operation of Hessian Curve

Concurrent Non-malleable Statistically Hiding Commitment

Cryptoanalysis and Improvement of Verifier-based Key Agreement Protocol in Cross-Realm Setting

Differential Energy Watermarking Based on Macro-block Prediction

Efficient Password-Based Authenticated Key Exchange from Lattices

Elliptic Curve Isogenies to Resist Differential Side-Channel Analysis Attacks

Hierarchical Identity-based Broadcast Encryption Scheme on Lattices

K-times Proxy Re-encryption

Multi-Undeniable Signature Schemes

Novel Quantization Watermarking Based on Random Angle Modulation

Optimized Approach for Computing Multi-base Chains

Proxy Re-encryption with Keyword Search from Anonymous Conditional Proxy Re-encryption

VVCS: Verifiable Visual Cryptography Scheme

A Generic Scheme for the Construction of Contextual Signatures with Hash Function in Intrusion Detection

A New Approach for Adaptive Intrusion Detection

A Security API for Multimodal Multi-biometric Continuous Authentication

A Wavelet-Based Detection Approach to Traffic Anomalies

An Access Control Mode Based on Information Flow Graph

An Enhanced Role-Based Access Control Mechanism for Hospital Information Systems

Fast Network Traffic Anomaly Detection Based on Iteration

Kernel-based Behavior Analysis for Android Malware Detection

Methodology for Behavioral-based Malware Analysis and Detection Using Random Projections and K-Nearest Neighbors Classifiers

Performance Analysis of the Single Pattern Matching Algorithm Based on Prefix Searching

Property-Based Remote Attestation Oriented to Cloud Computing

Research and Implementation of DPA-resistant SMS4 Block Cipher

Research of Access Control in Electronic Medical Record Based on UCON

Research on Access Control Mechanism for Digital Products Trading

Study on Role-Based Access Control with Time Constraint

Using a Dynamic K-means Algorithm to Detect Anomaly Activities

A New Algorithm for Auto-Exposure Based on the Analogy Histogram

A Novel Subspace Discriminant Locality Preserving Projections for Face Recognition

A Saliency Detection Model Based on Multi-feature Fusion

A secondary image denoising model based on the local energy operator

Active Contours with Adaptively Normal Biased Gradient Vector Flow External Force

Adaptive Filter for Color Impulsive Removal Based on the HSI Color Space

An Efficient Linear Text Segmentation Algorithm Using Hierarchical Agglomerative Clustering

Automatic Detection of Lumina in Mouse Liver Immunohistochemical Color Image Using Support Vector Machine and Cellular Neural Network

Automatic Parameter Determination Based on a Modified Discriminant Criterion for Face Recognition

Cell Nuclei Detection in Histopathological Images by Using Multi-curvature Edge Cue

Construction of a Bilingual Cognitive Property Knowledgebase

Contours-Matching in Building Reconstruction from a Single Image

Efficient e-Discovery Process Utilizing Combination Method of Machine Learning Algorithms

Face Recognition with Statistical Local Line Binary Pattern

Face Reconstruction from Skull Based on Partial Least Squares Regression

Fast and Effectively Identify Pornographic Images

Fast Iris Boundary Location Based on Window Mapping Method

Image Matching Algorithm Based on Analysis of Reliability in Log-Polar Field

Image Quality Assessment Based on Binary Structure Information

Improving the Performance of Personalized Recommendation with Ontological User Interest Model

Inducing Chinese Selectional Preference Based on HowNet

Knowledge Discovery Method from Abnormal Monitoring Data

Learning Local Binary Patterns with Enhanced Boosting for Face Recognition

Level Set Region Based Image Segmentation Using Lattice Boltzmann Method

Local Reconstruction Error of l2 Norm for Discriminant Feature Extraction

Multi-Level Kernel Machine for Scene Image Classification

Multiresolution Streamline Placement for 2D Flow Fields

Parabolic Adjustment of Image Clearness Algorithm Based on Retinex Theory

Pedestrian Detection Based on HOG-LBP Feature

Pedestrian Recognition Based on Saliency Detection and Kalman Filter Algorithm in Aerial Video

Research and Implementation on the Digital Medical Image Enhancement Methods Based on Gradient Smooth and Context Smooth

Research on Improved Greedy Algorithm for Train Rescheduling

Saliency-based Adaptive Scaling for Image Retargeting

Schistosoma Cercariae Image Recognition via Sparse Representation

Soft-Voting Classification using Locally Linear Reconstruction

Sparse Representation for Multi-Label Image Annotation

Speech Feature Analysis Using Temporal Linear Embedding

Streamline-based Visualization of 3D Explosion Fields

The Application of Binary Particle Swarm Algorithm in Face Recognition

The Iterative Regularization Method Based on Image Decomposition Model

The Multispectral Image Edge Detection Based on Clifford Gradient

Using the Callback Function Realization Touch Screen Gestures Recognition of Computer

A Boundary Detection algorithm of clusters based on Dual Threshold Segmentation

A Combined Music Label Propagation Model

A Method for New Word Extraction on Chinese Large-scale Query Logs

A New Community Structure Detection Method Based on Structural Similarity

A Real Time Multi-Scale Correlation Analysis Method and its Application on the Data Mining in Thermodynamic Process

A Simple But Effective Stream Maximal Frequent Itemset Mining Algorithm

A Weighted K-hyperline Clustering Algorithm for Mixing Matrix Estimation on Bernoulli-Gaussian Sources

An Empirical Study on Credit Scoring Model for Credit Card by Using Data Mining Technology

An Improved ID3 Based on Weighted Modified Information Gain

Analysis on Cloud Computing-based Logistics Information Network Mode

Another View of the Features in Supervised Chinese Word Sense Disambiguation

Application of Cloud Storage in Traffic Video Detection

Approximation Kernel 2DPCA by Mixture of Vector and Matrix Representation

Clustering Based Image Denoising Using SURE-LET

Data Mining Technique in the Internal Auditing of Enterprise Groups

Data Sources of Webometrics

Measuring Semantic Relatedness between Words Using Lexical Context

Methodology for Statistical Distribution Determination of Various Data Sources

Neural network in the application of EEG signal classification method

Normalizing Modularity Matrices for Data Clustering

Pattern Recognition with Spatial Data Mining in Web: An Infrastructure to Engineering of the Urban Cadaster

Promotion Analysis Based on Fitting in Multi-Level Space

Research on characteristics of plates on Chinese stock market

Research on Industrial Building's Reliability Assessment Based on Projection Pursuit Model

Research on Privacy-preserving in Distributed Mining Based on the Attribute Similarity

Sequential Bayesian Method for Formulating Uncertainty in Sparse Data

Similarity Matching over Uncertain Time Series

Simplified Business Process Model Mining Based on Structuredness Metric

Spectral Clustering and its Research Progress

SVM Combined with FCM and PSO for Fuzzy Clustering

The Classification of k-anonymity Data

The Estimation of Mixing Matrix Based on Bernoulli-Gaussian Model

The Finite Element Analysis of the Electromagnetic Levitation System Based on the Large Air Gap

The Problem about Grey Incidence Cluster Analysis

TKNN: An Improved KNN Algorithm Based on Tree Structure

A Data Distribution Platform Based on Event-Driven Mechanism

A General Edge Detection Method Based on the Shear Transform

A Lower Bound for the Smarandache Function Value

A New Method for Interval Multiple Attribute Decision Making Based on Minimum Variance and Approach Degree

A Novel Two-stage Analysis Method for Customer's Requirement

A Safety Framework and Alarming Model for Train Operation Environment Based on CPS

Achievement of Proxy Cache System for Streaming Media Based on Patch Algorithm

An Implementation Method for Converting the Erhu Music from Wav to Mid

Analysis of the Impact of Polarization Mode Dispersion on Optical Fiber Communication

Analytical Models for Data Dependence Violation Checking in TLS

CFD Numerical Simulation of Exhaust Muffler

Closed-loop Supply Chain Network Horizontal Integration Problem

Computer Realization of Quadratic Spline Interpolation

Constructing the Expandability Web Service Based Linux

Co-op Advertising Analysis within a Supply Chain Based on the Product Life Cycle

Correlation Factor Analysis of FEA Model Simplification Methods of Printed Circuit Board

DBS Application to Chinese Adjectives

Design and Implement of SerialPort class on Upper machine System

Design and Implementation of Bus Net Routing Algorithm

Design of Instrument Control System Based on LabView

Dynamic risk measurement of futures based on wavelet theory

Existence of Almost Periodic and Almost Automorphic Solutions for Second Order Differential Equations

Experimental Study the Measurement of Acoustic Wave Flight Time under Strong Noise in the Boiler

Fast Verification of Memory Consistency for Chip Multi-Processor

Finite Volume Methods for the Second Order Singular Perturbation Problems

FTA Based Runtime Evaluation of System Reliability for Autonomous Unmanned Vehicle

Geometric Recognitions Models of Fault Characteristics in Mobile Core Network

Multiobjective Interaction Programming for Two-Persons

Multi-user Detection Method for MIMO-OFDM Uplink Transmission

Off-line Text-independent Writer Identification Using a Mixture of Global and Local Features

Optimization Plan of Using the Arrival and Departure Track in District Station Based on Hybrid Algorithm

Qualitative Analysis for a Kind of Predator-Prey Model of Holling III-Function Response with Nonlinear Density Dependent

Relative Stability of Solution for Hua's Macroeconomic Model

Robust Adaptive Sliding Mode Control Design for a Class of Uncertain Neutral Systems with Distributed Delays

Stock Selection Based on Data Clustering Method

Structural Health Monitoring via Dynamic Visualization

The Application of the Internet of Things in Hainan Tourism Scenic Spot

The Application Study about Lucene in Document Retrieval for Office

The BSC Alarm Management System Based on Rough Set Theory in Mobile Communication

The Construction and Application of Distance and Open Experimental Platform

The Guidance and Control of Small Net-recovery UAV

The Simulation of Trajectory for Homing Depth Charge Attacking the Submarine with Different Guide Orderliness

The Study of Improved Marker-Controlled Watershed Crown Segmentation Algorithm

Using Organizational Evolutionary Particle Swarm Techniques to Generate Test Cases for Combinatorial Testing

VAR Model Analysis on Japan's OFDI and Industrial Structural Upgrading

Publisher's Information

2010 International Conference on Computational Intelligence and Security

2009 International Conference on Computational Intelligence and Security

2008 International Conference on Computational Intelligence and Security

2007 International Conference on Computational Intelligence and Security (CIS 2007)

2006 International Conference on Computational Intelligence and Security

A Spam Filtering Method Based on Multi-modal Features Fusion

Content Provider	IEEE Xplore Digital Library
Author	Feng Huamin Yang Xinghua Liu Biao Jiang Chao
Copyright Year	2011
Abstract	In recent years, to escape the spam detection of the text-based spam filtering system, spammers insert junk information into the email with images, and attach it to the message body. The traditional text-based filter cannot handle such spam image. In order to deal with the spam which contains text and images, a filtering method which fuses text, image and other multi-modal features is proposed in this paper. Firstly, extracting the text features and image features to build multiple classifiers, and then by employing the fusion method to choose the output of multiple classifier. Experimental results on TREC dataset show that the fusion method can have a better result than that of a single classifier and can achieve over 90% in accuracy rate.
Starting Page	421
Ending Page	426
File Size	360052
Page Count	6
File Format	PDF
ISBN	9781457720086
DOI	10.1109/CIS.2011.100
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2011-12-03
Publisher Place	China
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Training Filtering multiple classifier fusion Unsolicited electronic mail Support vector machine classification multi-modal features confidence Feature extraction spam filtering Postal services
Content Type	Text
Resource Type	Article

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