• Publications
  • Influence
A Real-Time NetFlow-based Intrusion Detection System with Improved BBNN and High-Frequency Field Programmable Gate Arrays
TLDR
We design a hybrid software-enabled intrusion detection engine on the basis of our improved block-based neural network. Expand
  • 38
  • 6
Efficient performance estimate for one-class support vector machine
TLDR
This letter proposes and analyzes a method (@[email protected]@r-estimate) to estimate the generalization performance of one-class support vector machine (SVM) for novelty detection. Expand
  • 41
  • 3
Real-time statistical rules for spam detection
TLDR
We propose a statistical rule-based method for spam detection, which has good time characteristic and space characteristic. Expand
  • 12
  • 2
Personalized Email Recommender System Based on User Actions
TLDR
In this paper, we propose an email recommender system using user actions and statistical methods to classify email-spam. Expand
  • 7
  • 1
Reduce the number of support vectors by using clustering techniques
TLDR
A serious problem of support vector machine (SVM) is its low classifying speed. Expand
  • 24
A new binary hybrid particle swarm optimization with wavelet mutation
TLDR
We propose Binary Hybrid Particle Swarm Optimization with Wavelet Mutation (BHPSPWM) – a reworked version of such algorithm which operates on binary-based problem space. Expand
  • 28
Evolving training model method for one-class SVM
TLDR
This paper proposes and analyzes an evolving training model method for selecting the best training parameters of one-class support vector machines (SVM), the evolution is supervised by the generalization performance of SVM. Expand
  • 15
User Preference-Based Spamming Detection with Coupled Behavioral Analysis
TLDR
We develop a new email spamming system leveraged by coupled text similarity analysis on user preference and a virtual meta-layer user-based email network, we take the social networks or campus LANs as the spam social network scenario. Expand
  • 1
Automated generation of ham rules for Vietnamese spam filtering
TLDR
The topic of spam filtering has been thoroughly studied by researchers in the past few decades. Expand
  • 3