IP-traceback based attacker tracking: A probabilistic technique for detecting internet attacks using the concept of hidden Markov models

Raviteja Varanasi; Vir V. Phoha; Shrijit Joshi

IP-traceback based attacker tracking: A probabilistic technique for detecting internet attacks using the concept of hidden Markov models

Raviteja Varanasi, Vir V. Phoha, Shrijit Joshi

Research output: Chapter in Book/Entry/Poem › Conference contribution

Abstract

In this paper we propose an extension to the probabilistic packet marking scheme, for detecting Denial-of-Service and Distributed Denial-of-Service attacks, using the concept of hidden Markov models. Our approach has the potential of probabilistically reconstructing the attacking path from the available packets without the intervention of Internet Service providers and without increasing the overhead on the packets.

Original language	English (US)
Title of host publication	Proceedings fron the Fifth Annual IEEE System, Man and Cybernetics Information Assurance Workshop, SMC
Pages	438-439
Number of pages	2
State	Published - 2004
Externally published	Yes
Event	Proceedings fron the Fifth Annual IEEE System, Man and Cybernetics Information Assurance Workshop, SMC - West Point, NY, United States Duration: Jun 10 2004 → Jun 11 2004

Publication series

Name	Proceedings fron the Fifth Annual IEEE System, Man and Cybernetics Information Assurance Workshop, SMC

Other

Other	Proceedings fron the Fifth Annual IEEE System, Man and Cybernetics Information Assurance Workshop, SMC
Country/Territory	United States
City	West Point, NY
Period	6/10/04 → 6/11/04

ASJC Scopus subject areas

General Engineering

Cite this

Varanasi, R., Phoha, V. V., & Joshi, S. (2004). IP-traceback based attacker tracking: A probabilistic technique for detecting internet attacks using the concept of hidden Markov models. In Proceedings fron the Fifth Annual IEEE System, Man and Cybernetics Information Assurance Workshop, SMC (pp. 438-439). (Proceedings fron the Fifth Annual IEEE System, Man and Cybernetics Information Assurance Workshop, SMC).

IP-traceback based attacker tracking: A probabilistic technique for detecting internet attacks using the concept of hidden Markov models. / Varanasi, Raviteja; Phoha, Vir V.; Joshi, Shrijit.
Proceedings fron the Fifth Annual IEEE System, Man and Cybernetics Information Assurance Workshop, SMC. 2004. p. 438-439 (Proceedings fron the Fifth Annual IEEE System, Man and Cybernetics Information Assurance Workshop, SMC).

Research output: Chapter in Book/Entry/Poem › Conference contribution

Varanasi, R, Phoha, VV & Joshi, S 2004, IP-traceback based attacker tracking: A probabilistic technique for detecting internet attacks using the concept of hidden Markov models. in Proceedings fron the Fifth Annual IEEE System, Man and Cybernetics Information Assurance Workshop, SMC. Proceedings fron the Fifth Annual IEEE System, Man and Cybernetics Information Assurance Workshop, SMC, pp. 438-439, Proceedings fron the Fifth Annual IEEE System, Man and Cybernetics Information Assurance Workshop, SMC, West Point, NY, United States, 6/10/04.

Varanasi R, Phoha VV, Joshi S. IP-traceback based attacker tracking: A probabilistic technique for detecting internet attacks using the concept of hidden Markov models. In Proceedings fron the Fifth Annual IEEE System, Man and Cybernetics Information Assurance Workshop, SMC. 2004. p. 438-439. (Proceedings fron the Fifth Annual IEEE System, Man and Cybernetics Information Assurance Workshop, SMC).

Varanasi, Raviteja ; Phoha, Vir V. ; Joshi, Shrijit. / IP-traceback based attacker tracking : A probabilistic technique for detecting internet attacks using the concept of hidden Markov models. Proceedings fron the Fifth Annual IEEE System, Man and Cybernetics Information Assurance Workshop, SMC. 2004. pp. 438-439 (Proceedings fron the Fifth Annual IEEE System, Man and Cybernetics Information Assurance Workshop, SMC).

@inproceedings{2ad7608f1b364455a2ceb1fec775765a,

title = "IP-traceback based attacker tracking: A probabilistic technique for detecting internet attacks using the concept of hidden Markov models",

abstract = "In this paper we propose an extension to the probabilistic packet marking scheme, for detecting Denial-of-Service and Distributed Denial-of-Service attacks, using the concept of hidden Markov models. Our approach has the potential of probabilistically reconstructing the attacking path from the available packets without the intervention of Internet Service providers and without increasing the overhead on the packets.",

author = "Raviteja Varanasi and Phoha, {Vir V.} and Shrijit Joshi",

year = "2004",

language = "English (US)",

isbn = "0780385721",

series = "Proceedings fron the Fifth Annual IEEE System, Man and Cybernetics Information Assurance Workshop, SMC",

pages = "438--439",

booktitle = "Proceedings fron the Fifth Annual IEEE System, Man and Cybernetics Information Assurance Workshop, SMC",

note = "Proceedings fron the Fifth Annual IEEE System, Man and Cybernetics Information Assurance Workshop, SMC ; Conference date: 10-06-2004 Through 11-06-2004",

}

TY - GEN

T1 - IP-traceback based attacker tracking

T2 - Proceedings fron the Fifth Annual IEEE System, Man and Cybernetics Information Assurance Workshop, SMC

AU - Varanasi, Raviteja

AU - Phoha, Vir V.

AU - Joshi, Shrijit

PY - 2004

Y1 - 2004

N2 - In this paper we propose an extension to the probabilistic packet marking scheme, for detecting Denial-of-Service and Distributed Denial-of-Service attacks, using the concept of hidden Markov models. Our approach has the potential of probabilistically reconstructing the attacking path from the available packets without the intervention of Internet Service providers and without increasing the overhead on the packets.

AB - In this paper we propose an extension to the probabilistic packet marking scheme, for detecting Denial-of-Service and Distributed Denial-of-Service attacks, using the concept of hidden Markov models. Our approach has the potential of probabilistically reconstructing the attacking path from the available packets without the intervention of Internet Service providers and without increasing the overhead on the packets.

UR - http://www.scopus.com/inward/record.url?scp=15944398256&partnerID=8YFLogxK

UR - http://www.scopus.com/inward/citedby.url?scp=15944398256&partnerID=8YFLogxK

M3 - Conference contribution

AN - SCOPUS:15944398256

SN - 0780385721

SN - 9780780385726

T3 - Proceedings fron the Fifth Annual IEEE System, Man and Cybernetics Information Assurance Workshop, SMC

SP - 438

EP - 439

BT - Proceedings fron the Fifth Annual IEEE System, Man and Cybernetics Information Assurance Workshop, SMC

Y2 - 10 June 2004 through 11 June 2004

ER -

IP-traceback based attacker tracking: A probabilistic technique for detecting internet attacks using the concept of hidden Markov models

Abstract

Publication series

Other

ASJC Scopus subject areas

Other files and links

Fingerprint

Cite this