Adaptive junk message filtering system

Electrical computers and digital processing systems: multicomput – Computer conferencing – Demand based messaging

Reexamination Certificate

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C709S223000, C709S224000

Reexamination Certificate

active

07640313

ABSTRACT:
The invention relates to a system for filtering messages—the system includes a seed filter having associated therewith a false positive rate and a false negative rate. A new filter is also provided for filtering the messages, the new filter is evaluated according to the false positive rate and the false negative rate of the seed filter, the data used to determine the false positive rate and the false negative rate of the seed filter are utilized to determine a new false positive rate and a new false negative rate of the new filter as a function of threshold. The new filter is employed in lieu of the seed filter if a threshold exists for the new filter such that the new false positive rate and new false negative rate are together considered better than the false positive and the false negative rate of the seed filter.

REFERENCES:
patent: 5377354 (1994-12-01), Scannell et al.
patent: 5619648 (1997-04-01), Canale et al.
patent: 5805801 (1998-09-01), Holloway et al.
patent: 5884033 (1999-03-01), Duvall et al.
patent: 5905859 (1999-05-01), Holloway et al.
patent: 6023723 (2000-02-01), McCormick
patent: 6047242 (2000-04-01), Benson
patent: 6052709 (2000-04-01), Paul
patent: 6072942 (2000-06-01), Stockwell et al.
patent: 6101531 (2000-08-01), Eggleston et al.
patent: 6112227 (2000-08-01), Heiner
patent: 6161130 (2000-12-01), Horvitz et al.
patent: 6167434 (2000-12-01), Pang
patent: 6199102 (2001-03-01), Cobb
patent: 6266692 (2001-07-01), Greenstein
patent: 6308273 (2001-10-01), Goertzel et al.
patent: 6314421 (2001-11-01), Sharnoff et al.
patent: 6327617 (2001-12-01), Fawcett
patent: 6330590 (2001-12-01), Cotten
patent: 6370526 (2002-04-01), Agrawal et al.
patent: 6393465 (2002-05-01), Leeds
patent: 6424997 (2002-07-01), Buskirk, Jr. et al.
patent: 6434600 (2002-08-01), Waite et al.
patent: 6453327 (2002-09-01), Nielsen
patent: 6477551 (2002-11-01), Johnson et al.
patent: 6484197 (2002-11-01), Donohue
patent: 6484261 (2002-11-01), Wiegel
patent: 6505250 (2003-01-01), Freund et al.
patent: 6546416 (2003-04-01), Kirsch
patent: 6592627 (2003-07-01), Agrawal et al.
patent: 6615242 (2003-09-01), Riemers
patent: 6633855 (2003-10-01), Auvenshine
patent: 6684201 (2004-01-01), Brill
patent: 6691156 (2004-02-01), Drummond et al.
patent: 6728690 (2004-04-01), Meek et al.
patent: 6732149 (2004-05-01), Kephart
patent: 6732273 (2004-05-01), Byers
patent: 6751348 (2004-06-01), Buzuloiu et al.
patent: 6757830 (2004-06-01), Tarbotto et al.
patent: 6768991 (2004-07-01), Hearnden
patent: 6775704 (2004-08-01), Watson et al.
patent: 6779021 (2004-08-01), Bates et al.
patent: 6842773 (2005-01-01), Ralston et al.
patent: 6971023 (2005-11-01), Makinson et al.
patent: 7249162 (2007-07-01), Rounthwaite et al.
patent: 2002/0184315 (2002-12-01), Earnest
patent: 2002/0199095 (2002-12-01), Bandini et al.
patent: 2003/0009698 (2003-01-01), Lindeman et al.
patent: 2003/0016872 (2003-01-01), Sun
patent: 2003/0041126 (2003-02-01), Buford et al.
patent: 2003/0088627 (2003-05-01), Rothwell et al.
patent: 2003/0167311 (2003-09-01), Kirsch
patent: 2003/0200541 (2003-10-01), Cheng et al.
patent: 2003/0204569 (2003-10-01), Andrews et al.
patent: 2004/0003283 (2004-01-01), Goodman et al.
patent: 2004/0015554 (2004-01-01), Wilson
patent: 2004/0139165 (2004-07-01), McMillan et al.
patent: 2004/0177120 (2004-09-01), Kirsch
patent: 2004/0199585 (2004-10-01), Wang
patent: 1376427 (2004-01-01), None
patent: 1376427 (2004-01-01), None
patent: 1376427 (2004-01-01), None
patent: 2 350 747 (2000-12-01), None
patent: 2350747 (2000-12-01), None
patent: WO 97/24825 (1997-07-01), None
patent: WO 97/28505 (1997-08-01), None
patent: WO 99/59085 (1999-11-01), None
patent: WO9959085 (1999-11-01), None
patent: 9967731 (1999-12-01), None
patent: 02/071286 (2002-09-01), None
patent: 2004059506 (2004-07-01), None
U.S. Appl. No. 10/208,150, filed Jul. 29, 2002, Andaker.
U.S. Appl. No. 09/893,941, filed Jun. 28, 2001, Horvitz, et al.
U.S. Appl. No. 10/278,591, filed Oct. 23, 2002, Heckerman, et al.
U.S. Appl. No. 10/180,565, filed Jun. 26, 2002, Goodman, et al.
U.S. Appl. No. 09/497,992, filed Feb. 4, 2000, Maller.
U.S. Appl. No. 10/291,260, filed Nov. 8, 2002, Burrows, et al.
European Search Report dated Feb. 23, 2007, mailed Feb. 28, 2007for European Patent Application Serial No. 05105308, 4 pages.
European Search Report dated Jul. 5, 2006, mailed Jul. 24, 2006, for European Application No. EP 06 01 2631, 3 pages.
European Search Report dated Apr. 6, 2006, mailed Apr. 6, 2006 for EP 04 10 2242, 3 pages.
Graham. “The Future of Spam” (2003), Computer Journal, CSI Computer Security Institute, vol. 19, No. 1, 6 pages.
International Search Report dated Jan. 17, 2006, mailed Jan. 31, 2006 for PCT Application Serial No. PCT/USO4/05501, 2 pages.
Written Opinion of the International Preliminary Examining Authority mailed Nov. 30, 2005 for PCT/US03/41526, 5 pages.
Valencia Martin-Wallace. International Search Report, Jul. 20, 2005, 6 pages.
Breiman, Friedman, Olshen and Stone. “Classification and Regression Trees”. Wadsworth and Brooks, Monterey, CA (1984).
Quinlan. “C4.5: Programs for Machine Learning.” Morgan Kaufmann, San Fransisco, CA (1993).
Hayes, Brian. “Spam, Spam, Spam, Lovely Spam.” American Scientific Online, Jun. 30, 2003. pp. 1-6, vol. 91.
Partial European Search Report, EP05100847, mailed Jun. 21, 2005, 5 pages.
European Search Report dated Jun. 9, 2005, mailed Aug. 22, 2005 for European Patent Application Serial No. EP 040 11978, 12 pages.
Yu Wu et al. A New Spam Filter Based on Data Mining and Analysis of Email Security, Conference Proceedings of the SPIE, Data Mining and Knowledge Discovery Theory, Tools and Technology V, vol. 5098, Apr. 21, 2003, pp. 147-154, Orlando, FL, USA.
Massey B., et al. Learning Spam: Simple Techniques for Freely- Available Software, Proceedings of Freenix Track 2003 Usenix Annual Technical Conference Online, Jun. 9, 2003, pp. 63-76, Berkley, CA, USA.
Graham P. “The Future of Spam” (2003), Computer Journal, CSI Computer Security Institute, vol. 19, No. 1, Jan. 2003, pp. 1-5.
Graham P. A Plan for Spam, Online! Aug. 2002, XP002273602 http://www.paulgraham.com/spam.html, retrieved on Mar. 12, 2004.
European Search Report EP31087TE900, mailed Nov. 11, 2004.
J Byrne, My Spamblock, Google, Jan. 19, 1997, 2 pages.
D. F. Skoll. How to Make Sure a Human is Sending You Mail, Google, Nov. 17, 1996, 2 pages.
L.M. Bowman. Hotmail Spam Filters Block Outgoing E-Mail, C-NET NEWS.COM, Jan. 18, 2001, 3 pages.
European Search Report dated Feb. 12, 2009 for European Patent Application No. EP 03 80 0310, 4 pages.
Federal Trade Commission. “False Claims in Spam”, A report by the FTC's division of marketing practices, Apr. 30, 2003. http://www.ftc.gov/reports/spam/030429spamreport.pdf.
Hall. A Counter-Measure to Duplicate Detecting Anti-Spam Techniques. AT&T Labs Technical Report, XX, XX, Jan. 1, 1999, pp. 1, 1-26, XP002985884.
Hansell. “Internet is losing ground in battle against spam”, The New York Times: Technology section, Apr. 22, 2003, 2003.
International Search Report Mailed Aug. 24, 2005 for PCT Application No. PCT/US03/41526, 9 pages.
Kiritchenko, et al. “Email Classification with Co-Training.” Proceedings of the Conference of the Center for Advanced Studies on Collaborative Reasearch, xx, xx, Nov. 15, 2001, pp. 1-10, XP002299408.
OA due Jan. 14, 2008 for Indian Patent Application No. 3140/DELNP/2005, 3 pages.
Examination Report from the European Patent Office for Application No. 03 800 310.9-2416, mailed on Apr. 30, 2009, 7 pgs.

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