Detecting spam at the network level

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Volumn 5733 LNCS, Issue , 2009, Pages 208-216

  Sperotto, Anna ^a   Vliek, Gert ^a   Sadre, Ramin ^a   Pras, Aiko ^a  

^a UNIVERSITY OF TWENTE   (Netherlands)

Author keywords

[No Author keywords available]

Indexed keywords

CONTENT-BASED FILTERS; CORE PROBLEMS; EARLY DETECTION; EMAIL MESSAGES; FLOW DATA; MALICIOUS HOST; NETWORK LEVEL; SPAM DETECTION; SPAMMERS; NETWORK SECURITY AND PERFORMANCE; RESEARCH FOCUS;

INTERNET; NETWORK SECURITY; ELECTRONIC MAIL;

SPAMMING; NETWORK SECURITY;

EID: 70349866348     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-642-03700-9_22     Document Type: Conference Paper

References (12)

1. Symantec Enterprise Security: The state of spam, a monthly report (February 2009)
2. Spamassassin (March 2009), http://spamassassin.apache.org
3. Quittek, J., Zseby, T., Claise, B., Zander, S.: Requirements for IP Flow Information Export (IPFIX). RFC 3917 (Informational)
4. Sperotto, A., Schaffrath, G., Sadre, R., Morariu, C., Pras, A., Stiller, B.: An Overview of IP Flow-based Intrusion Detection. IEEE Surverys & Tutorials (to appear, 2009)
5. Vliek, G.: Detecting spam machines, a Netflow-data based approach. Master's thesis (Feburary 2009), http://essay.utwente.nl/58583/1/scriptie-G- Vliek.pdf
6. Ramachandran, A., Feamster, N., Vempala, S.: Filtering spam with behavioral blacklisting. In: Proc. of the 14th ACM conference on Computer and Communications Security, CCS 2007 (2007)
7. Schatzmann, D., Burkhart, M., Spyropoulos, T.: Flow-level Characteristics of Spam and Ham. Technical Report TIK Report Nr. 291, Computer Engineering and Networks Laboratory, ETH, Zurich (August 2008)
8. Schatzmann, D., Burkhart, M., Spyropoulos, T.: Inferring Spammers in the Network Core. In: Proc. of 10th International Conference on Passive and Active Network Measurement, PAM 2009 (2009)
9. Desikan, P., Srivastava, J.: Analyzing Network Traffic to Detect E-Mail Spamming Machines. In: Proc. of the 2004 ICDM Workshop on Privacy and Security Aspects of Data Mining, PSDM 2004 (2004)
10. Cheng, B.-C., Chen, M.-J., Chu, Y.-S., Chen, A., Yap, S., Fan, K.-P.: SIPS: A stateful and flow-based intrusion prevention system for email applications. In: Li, K., Jesshope, C., Jin, H., Gaudiot, J.-L. (eds.) NPC 2007. LNCS, vol.4672, pp. 334-343. Springer, Heidelberg (2007)
11. Žádník, M., Michlovský, Z.: Is spam visible in flow-level statistic? Technical report, CESNET 6/2008 (2008)
12. Iverson, A.: Blacklist statistic center (March 2009), http://stats.dnsbl.com/