TY - GEN
T1 - Spam filtering by stages
AU - Liu, Ming
AU - Li, Yunchun
AU - Li, Wei
PY - 2007
Y1 - 2007
N2 - At the present time, the typical spam filtering technique is content filtering, but the content filtering belongs to after the event precaution, and cannot avoid network resources waste due to spam. Therefore, this paper used a method of spam behaviour recognition filtering. The method identify the spam according to the behaviour of mail sent, set up the model by Bayes technique, filter spam by the least risk of Bayes technique, and in the mail filtering application filtering spam by stages in order to recognizes the spam email as soon as possible. Experiments show that this method could get a better effect, and could identify the spam as early as possible, so that this approach could solve the problem of resources wasting.
AB - At the present time, the typical spam filtering technique is content filtering, but the content filtering belongs to after the event precaution, and cannot avoid network resources waste due to spam. Therefore, this paper used a method of spam behaviour recognition filtering. The method identify the spam according to the behaviour of mail sent, set up the model by Bayes technique, filter spam by the least risk of Bayes technique, and in the mail filtering application filtering spam by stages in order to recognizes the spam email as soon as possible. Experiments show that this method could get a better effect, and could identify the spam as early as possible, so that this approach could solve the problem of resources wasting.
KW - Behavior recognition
KW - Grading of spam filtering
KW - Naive bayes
KW - Spam filtering
UR - https://www.scopus.com/pages/publications/49049085662
U2 - 10.1109/ICCIT.2007.4420582
DO - 10.1109/ICCIT.2007.4420582
M3 - 会议稿件
AN - SCOPUS:49049085662
SN - 0769530389
SN - 9780769530383
T3 - 2007 International Conference on Convergence Information Technology, ICCIT 2007
SP - 2209
EP - 2213
BT - 2007 International Conference on Convergence Information Technology, ICCIT 2007
T2 - 2nd International Conference on Convergent Information Technology, ICCIT 07
Y2 - 21 November 2007 through 23 November 2007
ER -