throbber
| HAI LALA AT TATA UT AT THE MAIN MAI MULT
`
`US009824216B1
`
`( 12 ) United States Patent
`(12) United States Patent
`Khalid et al .
`Khalid et al.
`
`( 10 ) Patent No . :
`(10) Patent No.:
`( 45 ) Date of Patent :
`(45) Date of Patent:
`
`US 9 , 824 , 216 B1
`US 9,824,216 B1
`Nov . 21 , 2017
`Nov. 21, 2017
`
`( 54 ) SUSCEPTIBLE ENVIRONMENT DETECTION
`(54) SUSCEPTIBLE ENVIRONMENT DETECTION
`SYSTEM
`SYSTEM
`( 71 ) Applicant : FireEye , Inc . , Milpitas , CA ( US )
`(71) Applicant: FireEye, Inc., Milpitas, CA (US)
`( 72 )
`Inventors : Yasir Khalid , Fremont , CA ( US ) ;
`(72)
`Inventors: Yasir Khalid, Fremont, CA (US);
`Shivani Deshpande , Fremont , CA ( US )
`Shivani Deshpande, Fremont, CA (US)
`( 73 ) Assignee : FireEye , Inc . , Milpitas , CA ( US )
`(73) Assignee: FireEye, Inc., Milpitas, CA (US)
`@ @
`Subject to any disclaimer , the term of this
`( * ) Notice :
`* ) Notice:
`Subject to any disclaimer, the term of this
`patent is extended or adjusted under 35
`patent is extended or adjusted under 35
`U . S . C . 154 ( b ) by 169 days .
`U.S.C. 154(b) by 169 days.
`( 21 ) Appl . No . : 14 / 986 , 428
`(21) Appl. No.: 14/986,428
`( 22 ) Filed :
`Dec . 31 , 2015
`(22)
`Filed:
`Dec. 31, 2015
`( 51 ) Int . Ci .
`Int. Cl.
`(51)
`( 2013 . 01 )
`G06F 21 / 56
`(2013.01)
`GO6F 21/56
`G06F 21 / 55
`( 2013 . 01
`(2013.01)
`GO6F 21/55
`G06F 21 / 57
`( 2013 . 01 )
`(2013.01)
`GO6F 21/57
`U . S . CI .
`U.S. Cl.
`CPC . . . . . . . . . . G06F 21 / 566 ( 2013 . 01 ) ; G06F 21 / 554
`GO6F 21/566 (2013.01); GO6F 21/554
`CPC
`( 2013 . 01 ) ; G06F 21 / 577 ( 2013 . 01 ) ; G06F
`(2013.01); GO6F 21/577 (2013.01); GO6F
`2221 / 033 ( 2013 . 01 )
`2221/033 (2013.01)
`
`( 52 )
`(52)
`
`( 58 )
`(58)
`
`Field of Classification Search
`Field of Classification Search
`None
`None
`See application file for complete search history .
`See application file for complete search history.
`References Cited
`References Cited
`U . S . PATENT DOCUMENTS
`U.S. PATENT DOCUMENTS
`4 , 292 , 580 A
`9 / 1981 Ott et al .
`4,292,580 A
`9/1981 Ott et al.
`5 , 175 , 732 A
`12 / 1992 Hendel et al .
`5,175,732 A
`12/1992 Hendel et al.
`5 , 440 , 723 A
`8 / 1995 Arnold et al .
`5,440,723 A
`8/1995 Arnold et al.
`5 , 490 , 249 A
`2 / 1996 Miller
`5,490,249 A
`2/1996 Miller
`8 / 1997 Killean et al .
`5,657,473 A
`8/1997 Killean et al.
`5 , 657 , 473 A
`11 / 1998 Schnurer et al .
`5 , 842 , 002 A
`5,842,002 A
`11/1998 Schnurer et al.
`11 / 1999 Chi
`5 , 978 , 917 A
`5,978,917 A
`11/1999 Chi
`7 / 2000 Tso et al .
`6 , 088 , 803 A
`6,088,803 A
`7/2000 Tso et al.
`
`( 56 )
`(56)
`
`GB
`GB
`GB
`GB
`
`6 , 094 , 677 A
`6,094,677 A
`6 , 108 , 799 A
`6,108,799 A
`6 , 269 , 330 31
`6,269,330 B1
`6 , 272 , 641 B1
`6,272,641 B1
`6 , 279 , 113 B1
`6,279,113 B1
`6 , 298 , 445 B1
`6,298,445 B1
`6 , 357 , 008 B1
`6,357,008 B1
`
`7 / 2000 Capek et al .
`7/2000 Capek et al.
`8 / 2000 Boulay et al .
`8/2000 Boulay et al.
`7 / 2001 Cidon et al .
`7/2001 Cidon et al.
`8 / 2001 Ji
`8/2001 Ji
`8 / 2001 Vaidya
`8/2001 Vaidya
`10 / 2001 Shostack et al .
`10/2001 Shostack et al.
`3 / 2002 Nachenberg
`3/2002 Nachenberg
`( Continued )
`(Continued)
`FOREIGN PATENT DOCUMENTS
`FOREIGN PATENT DOCUMENTS
`1 / 2008
`2439806 A
`1/2008
`2439806 A
`10 / 2012
`2490431 A
`10/2012
`2490431 A
`( Continued )
`(Continued)
`OTHER PUBLICATIONS
`OTHER PUBLICATIONS
`Marchette , David J . , " Computer Intrusion Detection and Network
`Marchette, David J., "Computer Intrusion Detection and Network
`Monitoring : A Statistical Viewpoint ” , ( “ Marchette ” ) , ( 2001 ) .
`Monitoring: A Statistical Viewpoint", ("Marchette"), (2001).
`( Continued )
`(Continued)
`Primary Examiner — Michael R Vaughan
`Primary Examiner — Michael R Vaughan
`( 74 ) Attorney , Agent , or Firm — Rutan & Tucker , LLP
`(74) Attorney, Agent, or Firm — Rutan & Tucker, LLP
`ABSTRACT
`( 57 )
`ABSTRACT
`(57)
`A computerized technique wherein a received object is
`A computerized technique wherein a received object is
`analyzed using a plurality of information sources to deter
`analyzed using a plurality of information sources to deter-
`mine context information , wherein one information source
`mine context information, wherein one information source
`comprises configuration information determined from a cli
`comprises configuration information determined from a cli-
`ent device . One or more software profiles are generated
`ent device. One or more software profiles are generated
`based on the context information in order to provision one
`based on the context information in order to provision one
`or more virtual machines of a dynamic analysis logic
`or more virtual machines of a dynamic analysis logic
`system . One or more work orders are generated based on the
`system. One or more work orders are generated based on the
`one or more software profiles . A priority order is assigned to
`one or more software profiles. A priority order is assigned to
`the one or more software profiles . A dynamic analysis is
`the one or more software profiles. A dynamic analysis is
`scheduled based on the work orders and the assigned priority
`scheduled based on the work orders and the assigned priority
`order to determine one or more susceptible software envi
`order to determine one or more susceptible software envi-
`ronments , and an alert is generated comprising information
`ronments, and an alert is generated comprising information
`to update one or more susceptible environments in real time .
`to update one or more susceptible environments in real time.
`20 Claims , 6 Drawing Sheets
`20 Claims, 6 Drawing Sheets
`
`201
`201
`
`200
`200
`
`NETWORK APPLIANCE
`NETWORK APPLIANCE
`
`135
`
`NETWORK
`NETWORK
`TRAFFIC
`TRAFFIC
`ENGINE
`ENGINE
`
`145
`145 -
`INFORMATION
`INFORMATION
`SOURCE
`SOURCE
`LOGIC
`LOGIC
`
`- 290
`-290-
`PERSISTENT
`PERSISTENT
`STORAGE
`STORAGE
`
`- 189
`189
`
`CLASSIFICATION
`CLASSIFICATION
`ENGINE
`ENGINE
`
`REPORTING
`REPORTING
`ENGINE
`ENGINE
`
`285
`
`288
`
`PROFILE
`PROFILE
`GENERATION
`GENERATION
`LOGIC
`LOGIC
`
`190
`
`PROCESSOR ( S )
`PROCESSOR(S)
`
`) 155--)
`
`287
`287
`
`286
`286
`
`187 , 7
`
`COMMUNICATION
`COMMUNICATION
`INTERFACE
`INTERFACE
`LOGIC
`LOGIC
`
`CONTROLLER LOGIC SYSTEM
`CONTROLLER LOGIC SYS7EM
`
`DYNAMIC ANALYSIS
`DYNAMIC ANALYSIS
`LOGIC SYSTEM
`LOGIC SYSTEM
`VIRTUAL MACHINES
`VIRTUAL MACHINES
`Hmm . . . Wag
`VMA
`
`'-
`
`170
`
`184
`184
`186
`
`187M
`
`WIZ, Inc. EXHIBIT - 1077
`WIZ, Inc. v. Orca Security LTD.
`
`

`

`US 9 , 824 , 216 B1
`US 9,824,216 B1
`Page 2
`Page 2
`
`( 56 )
`(56)
`
`References Cited
`References Cited
`U . S . PATENT DOCUMENTS
`U.S. PATENT DOCUMENTS
`7 / 2002 Sørhaug et al .
`6 , 424 , 627 B1
`7/2002 Sorhaug et al.
`6,424,627 B1
`6 , 442 , 696 B18 / 2002 Wray et al .
`8/2002 Wray et al.
`6,442,696 B1
`6 . 484 , 315 B1 11 / 2002 Ziese
`6,484,315 B1
`11/2002 Ziese
`6 , 487 , 666 B1 11 / 2002 Shanklin et al .
`6,487,666 B1
`11/2002 Shanklin et al.
`6 , 493 , 756 B1 12 / 2002 O ' Brien et al .
`6,493,756 B1
`12/2002 O'Brien et al.
`6 , 550 , 012 B14 / 2003 Villa et al .
`6,550,012 B1
`4/2003 Villa et al.
`6 , 775 , 657 B18 / 2004 Baker
`6,775,657 B1
`8/2004 Baker
`6 , 831 , 893 B1 12 / 2004 Ben Nun et al .
`6,831,893 B1
`12/2004 Ben Nun et al.
`6 , 832 , 367 B1 12 / 2004 Choi et al .
`6,832,367 B1
`12/2004 Choi et al.
`6 , 895 , 550 B2
`5 / 2005 Kanchirayappa et al .
`6,895,550 B2
`5/2005 Kanchirayappa et al.
`6 , 898 , 632 B2
`5 / 2005 Gordy et al .
`6,898,632 B2
`5/2005 Gordy et al.
`6 , 907 , 396 B1
`6 / 2005 Muttik et al .
`6,907,396 B1
`6/2005 Muttik et al.
`6 , 941 , 348 B2
`9 / 2005 Petry et al .
`6,941,348 B2
`9/2005 Petry et al.
`6 , 971 , 097 B1 . 11 / 2005 Wallman
`6,971,097 B1
`11/2005 Wallman
`6 , 981 , 279 B112 / 2005 Arnold et al .
`6,981,279 B1
`12/2005 Arnold et al.
`7 , 007 , 107 B1
`2 / 2006 Ivchenko et al .
`7,007,107 B1
`2/2006 Ivchenko et al.
`7 , 028 , 179 B2
`4 / 2006 Anderson et al .
`7,028,179 B2
`4/2006 Anderson et al.
`7 , 043 , 757 B2
`5 / 2006 Hoefelmeyer et al .
`7,043,757 B2
`5/2006 Hoefelmeyer et al.
`7 , 069 , 316 B1
`6 / 2006 Gryaznov
`7,069,316 B1
`6/2006 Gryaznov
`7 , 080 , 407 B1
`7 / 2006 Zhao et al .
`7,080,407 B1
`7/2006 Zhao et al.
`7 , 080 , 408 B1
`7 / 2006 Pak et al .
`7,080,408 B1
`7/2006 Pak et al.
`7 . 093 . 002 B2
`8 / 2006 Wolff et al .
`7,093,002 B2
`8/2006 Wolff et al.
`7 , 093 , 239 B1
`8 / 2006 van der Made
`7,093,239 B1
`8/2006 van der Made
`7 , 096 , 498 B2
`8 / 2006 Judge
`7,096,498 B2
`8/2006 Judge
`7 , 100 , 201 B2
`8 / 2006 Izatt
`7,100,201 B2
`8/2006 Izatt
`7 , 107 , 617 B2
`9 / 2006 Hursey et al .
`7,107,617 B2
`9/2006 Hursey et al.
`7 , 159 , 149 B2
`1 / 2007 Spiegel et al .
`7,159,149 B2
`1/2007 Spiegel et al.
`7 , 213 , 260 B2
`5 / 2007 Judge
`7,213,260 B2
`5/2007 Judge
`7 , 231 , 667 B2
`6 / 2007 Jordan
`7,231,667 B2
`6/2007 Jordan
`7 , 240 , 364 B1
`7 / 2007 Branscomb et al .
`7,240,364 B1
`7/2007 Branscomb et al.
`7 , 240 , 368 B1
`7 / 2007 Roesch et al .
`7,240,368 B1
`7/2007 Roesch et al.
`7 , 243 , 371 B17 / 2007 Kasper et al .
`7,243,371 B1
`7/2007 Kasper et al.
`7 , 249 , 175 B1 . 7 / 2007 Donaldson
`7,249,175 B1
`7/2007 Donaldson
`7 , 287 , 278 B2
`10 / 2007 Liang
`7,287,278 B2
`10/2007 Liang
`7 , 308 , 716 B2 12 / 2007 Danford et al .
`7,308,716 B2
`12/2007 Danford et al.
`7 , 328 , 453 B2
`2 / 2008 Merkle , Jr . et al .
`7,328,453 B2
`2/2008 Meride, Jr. et al.
`7 , 346 , 486 B2
`3 / 2008 Ivancic et al .
`7,346,486 B2
`3/2008 Ivancic et al.
`7 , 356 , 736 B2
`4 / 2008 Natvig
`7,356,736 B2
`4/2008 Natvig
`7 , 386 , 888 B2
`6 / 2008 Liang et al .
`7,386,888 B2
`6/2008 Liang et al.
`7 , 392 , 542 B2
`6 / 2008 Bucher
`7,392,542 B2
`6/2008 Bucher
`7 , 418 , 729 B2
`8 / 2008 Szor
`7,418,729 B2
`8/2008 Szor
`7 , 428 , 300 B1
`9 / 2008 Drew et al .
`7,428,300 B1
`9/2008 Drew et al.
`7 , 441 , 272 B2 10 / 2008 Durham et al .
`7,441,272 B2
`10/2008 Durham et al.
`7 , 448 , 084 B1 . 11 / 2008 Apap et al .
`7,448,084 B1
`11/2008 Apap et al.
`7 , 458 , 098 B2 11 / 2008 Judge et al .
`7,458,098 B2
`11/2008 Judge et al.
`7 , 464 , 404 B2 12 / 2008 Carpenter et al .
`7,464,404 B2
`12/2008 Carpenter et al.
`7 , 464 , 407 B2
`12 / 2008 Nakae et al .
`7,464,407 B2
`12/2008 Nakae et al.
`7 , 467 , 408 B1 12 / 2008 O ' Toole , Jr .
`7,467,408 B1
`12/2008 O'Toole, Jr.
`7 , 478 , 428 B1
`1 / 2009 Thomlinson
`7,478,428 B1
`1/2009 Thomlinson
`7 , 480 , 773 B1
`1 / 2009 Reed
`7,480,773 B1
`1/2009 Reed
`7 , 487 , 543 B2
`2 / 2009 Arnold et al .
`7,487,543 B2
`2/2009 Arnold et al.
`7 , 496 , 960 B1
`2 / 2009 Chen et al .
`7,496,960 B1
`2/2009 Chen et al.
`7 , 496 , 961 B2
`2 / 2009 Zimmer et al .
`7,496,961 B2
`2/2009 Zimmer et al.
`7 , 519 , 990 B1
`4 / 2009 Xie
`7,519,990 B1
`4/2009 Xie
`7 , 523 , 493 B2
`4 / 2009 Liang et al .
`7,523,493 B2
`4/2009 Liang et al.
`7 , 530 , 104 B1
`5 / 2009 Thrower et al .
`7,530,104 B1
`5/2009 Thrower et al.
`7 , 540 , 025 B2
`5 / 2009 Tzadikario
`7,540,025 B2
`5/2009 Tzadikario
`7 , 546 , 638 B2
`6 / 2009 Anderson et al .
`7,546,638 B2
`6/2009 Anderson et al.
`7 , 565 , 550 B2
`7 / 2009 Liang et al .
`7,565,550 B2
`7/2009 Liang et al.
`7 , 568 , 233 B1
`7 / 2009 Szor et al .
`7,568,233 B1
`7/2009 Szor et al.
`7 , 584 , 455 B2
`9 / 2009 Ball
`7,584,455 B2
`9/2009 Ball
`7 , 603 , 715 B2 10 / 2009 Costa et al .
`7,603,715 B2
`10/2009 Costa et al.
`7 , 607 , 171 B1 10 / 2009 Marsden et al .
`7,607,171 B1
`10/2009 Marsden et al.
`7 , 639 , 714 B2 12 / 2009 Stolfo et al .
`7,639,714 B2
`12/2009 Stolfo et al.
`7 , 644 , 441 B2
`1 / 2010 Schmid et al .
`7,644,441 B2
`1/2010 Schmid et al.
`7 , 657 , 419 B2
`2 / 2010 van der Made
`7,657,419 B2
`2/2010 van der Made
`7 , 676 , 841 B2
`3 / 2010 Sobchuk et al .
`7,676,841 B2
`3/2010 Sobchuk et al.
`7 , 698 , 548 B2
`4 / 2010 Shelest et al .
`7,698,548 B2
`4/2010 Shelest et al.
`7 , 707 , 633 B2
`4 / 2010 Danford et al .
`7,707,633 B2
`4/2010 Danford et al.
`7 , 712 , 136 B2
`5 / 2010 Sprosts et al .
`7,712,136 B2
`5/2010 Sprosts et al.
`7 , 730 , 011 B1
`6 / 2010 Deninger et al .
`7,730,011 B1
`6/2010 Deninger et al.
`7 , 739 , 740 B1
`6 / 2010 Nachenberg et al .
`7,739,740 B1
`6/2010 Nachenberg et al.
`7 , 779 , 463 B2
`8 / 2010 Stolfo et al .
`7,779,463 B2
`8/2010 Stolfo et al.
`7 , 784 , 097 B1
`8 / 2010 Stolfo et al .
`7,784,097 B1
`8/2010 Stolfo et al.
`7 , 832 , 008 B1 11 / 2010 Kraemer
`7,832,008 B1
`11/2010 Kraemer
`
`?????
`
`7 , 836 , 502 B1 11 / 2010 Zhao et al .
`Zhao et al.
`11/2010
`7,836,502 B1
`7 , 849 , 506 B112 / 2010 Dansey et al .
`7,849,506 B1
`12/2010
`Dansey et al.
`7 , 854 , 007 B2
`12 / 2010 Sprosts et al .
`7,854,007 B2
`12/2010
`Sprosts et al.
`7 , 869 , 073 B2
`1 / 2011 Oshima
`7,869,073 B2
`1/2011
`Oshima
`7 , 877 , 803 B2
`1 / 2011 Enstone et al .
`7,877,803 B2
`1/2011 Enstone et al.
`7 , 904 , 959 B2
`3 / 2011 Sidiroglou et al .
`7,904,959 B2
`3/2011 Sidiroglou et al.
`7 , 908 , 660 B2
`3 / 2011 Bahl
`7,908,660 B2
`3/2011 Bahl
`7 , 930 , 738 B1
`4 / 2011 Petersen
`7,930,738 B1
`4/2011 Petersen
`7 , 937 , 387 B2
`5 / 2011 Frazier et al .
`7,937,387 B2
`5/2011 Frazier et al.
`7 , 937 , 761 B1
`5 / 2011 Bennett
`7,937,761 B1
`5/2011 Bennett
`7 , 949 , 849 B2
`5 / 2011 Lowe et al .
`7,949,849 B2
`5/2011 Lowe et al.
`7 , 996 , 556 B2
`8 / 2011 Raghavan et al .
`7,996,556 B2
`8/2011 Raghavan et al.
`7 , 996 , 836 B1
`8 / 2011 McCorkendale et al .
`7,996,836 B1
`8/2011 McCorkendale et al.
`7 , 996 , 904 B1
`8 / 2011 Chiueh et al .
`7,996,904 B1
`8/2011 Chiueh et al.
`7 , 996 , 905 B2
`8 / 2011 Arnold et al .
`7,996,905 B2
`8/2011 Arnold et al.
`8 , 006 , 305 B2
`8 / 2011 Aziz
`8,006,305 B2
`8/2011 Aziz
`8 , 010 , 667 B2
`8 / 2011 Zhang et al .
`8,010,667 B2
`8/2011 Zhang et al.
`8 , 020 , 206 B2
`9 / 2011 Hubbard et al .
`8,020,206 B2
`9/2011 Hubbard et al.
`8 , 028 , 338 B1
`9 / 2011 Schneider et al .
`8,028,338 B1
`9/2011 Schneider et al.
`8 , 042 , 184 B1 10 / 2011 Batenin
`8,042,184 B1
`10/2011 Batenin
`8 , 045 , 094 B2
`10 / 2011 Teragawa
`8,045,094 B2
`10/2011 Teragawa
`8 , 045 , 458 B2
`10 / 2011 Alperovitch et al .
`8,045,458 B2
`10/2011 Alperovitch et al.
`8 , 069 , 484 B2
`11 / 2011 McMillan et al .
`8,069,484 B2
`11/2011 McMillan et al.
`8 , 087 , 086 B1 . 12 / 2011 Lai et al .
`8,087,086 B1
`12/2011 Lai et al.
`8 , 171 , 553 B2
`5 / 2012 Aziz et al .
`8,171,553 B2
`5/2012 Aziz et al.
`8 , 176 , 049 B2
`5 / 2012 Deninger et al .
`8,176,049 B2
`5/2012 Deninger et al.
`8 , 176 , 480 B1
`5 / 2012 Spertus
`8,176,480 B1
`5/2012 Spertus
`8 , 201 , 246 B1
`6 / 2012 Wu et al .
`8,201,246 B1
`6/2012 Wu et al.
`8 , 204 , 984 B1
`6 / 2012 Aziz et al .
`8,204,984 B1
`6/2012 Aziz et al.
`8 , 214 , 905 B1
`7 / 2012 Doukhvalov et al .
`8,214,905 B1
`7/2012 Doukhvalov et al.
`8 , 220 , 055 B1
`7 / 2012 Kennedy
`8,220,055 B1
`7/2012 Kennedy
`8 , 225 , 288 B2
`7 / 2012 Miller et al .
`8,225,288 B2
`7/2012 Miller et al.
`8 , 225 , 373 B2
`7 / 2012 Kraemer
`8,225,373 B2
`7/2012 Kraemer
`8 , 233 , 882 B2
`7 / 2012 Rogel
`8,233,882 B2
`7/2012 Rogel
`8 , 234 , 640 B1
`7 / 2012 Fitzgerald et al .
`8,234,640 B1
`7/2012 Fitzgerald et al.
`8 , 234 , 709 B2
`7 / 2012 Viljoen et al .
`8,234,709 B2
`7/2012 Viljoen et al.
`8 , 239 , 944 B1
`8 / 2012 Nachenberg et al .
`8,239,944 B1
`8/2012 Nachenberg et al.
`8 , 260 , 914 B1
`9 / 2012 Ranjan
`8,260,914 B1
`9/2012 Ranj an
`8 , 266 , 091 B1
`9 / 2012 Gubin et al .
`8,266,091 B1
`9/2012 Gubin et al.
`8 , 286 , 251 B2
`10 / 2012 Eker et al .
`8,286,251 B2
`10/2012 Eker et al.
`8 , 291 , 499 B2
`10 / 2012 Aziz et al .
`8,291,499 B2
`10/2012 Aziz et al.
`8 , 307 , 435 B1 11 / 2012 Mann et al .
`8,307,435 B1
`11/2012 Mann et al.
`8 , 307 , 443 B2 11 / 2012 Wang et al .
`8,307,443 B2
`11/2012 Wang et al.
`8 , 312 , 545 B2 11 / 2012 Tuvell et al .
`8,312,545 B2
`11/2012 Tuve11 et al.
`8 , 321 , 936 B1
`11 / 2012 Green et al .
`8,321,936 B1
`11/2012 Green et al.
`8 , 321 , 941 B2
`11 / 2012 Tuvell et al .
`8,321,941 B2
`11/2012 Tuve11 et al.
`8 , 332 , 571 B1
`12 / 2012 Edwards , Sr .
`8,332,571 B1
`12/2012 Edwards, Sr.
`8 , 365 , 286 B2
`1 / 2013 Poston
`8,365,286 B2
`1/2013 Poston
`8 , 365 , 297 B1
`1 / 2013 Parshin et al .
`8,365,297 B1
`1/2013 Parshin et al.
`8 , 370 , 938 B1
`2 / 2013 Daswani et al .
`8,370,938 B1
`2/2013 Daswani et al.
`8 , 370 , 939 B2
`2 / 2013 Zaitsev et al .
`8,370,939 B2
`2/2013 Zaitsev et al.
`8 , 375 , 444 B2
`2 / 2013 Aziz et al .
`8,375,444 B2
`2/2013 Aziz et al.
`8 , 381 , 299 B2
`2 / 2013 Stolfo et al .
`8,381,299 B2
`2/2013 Stolfo et al.
`8 , 402 , 529 B1
`3 / 2013 Green et al .
`8,402,529 B1
`3/2013 Green et al.
`8 , 413 , 235 B1
`4 / 2013 Chen et al .
`8,413,235 B1
`4/2013 Chen et al.
`8 , 464 , 340 B2
`6 / 2013 Ahn et al .
`8,464,340 B2
`6/2013 Ahn et al.
`8 , 479 , 174 B2
`7 / 2013 Chiriac
`8,479,174 B2
`7/2013 Chiriac
`8 , 479 , 276 B1
`7 / 2013 Vaystikh et al .
`8,479,276 B1
`7/2013 Vaystikh et al.
`8 , 479 , 291 B1
`7 / 2013 Bodke
`8,479,291 B1
`7/2013 Bodke
`8 , 510 , 827 B1
`8 / 2013 Leake et al .
`8,510,827 B1
`8/2013 Leake et al.
`8 , 510 , 828 B1
`8 / 2013 Guo et al .
`8,510,828 B1
`8/2013 Guo et al.
`8 , 510 , 842 B2
`8 / 2013 Amit et al .
`8,510,842 B2
`8/2013 Amit et al.
`8 , 516 , 478 B1
`8 / 2013 Edwards et al .
`8,516,478 B1
`8/2013 Edwards et al.
`8 , 516 , 590 B1
`8 / 2013 Ranadive et al .
`8,516,590 B1
`8/2013 Ranadive et al.
`8 , 516 , 593 B2
`8 / 2013 Aziz
`8,516,593 B2
`8/2013 Aziz
`8 , 522 , 348 B2
`8 / 2013 Chen et al .
`8,522,348 B2
`8/2013 Chen et al.
`8 , 528 , 086 B1
`9 / 2013 Aziz
`8,528,086 B1
`9/2013 Aziz
`8 , 533 , 824 B2
`9 / 2013 Hutton et al .
`8,533,824 B2
`9/2013 Hutton et al.
`8 , 539 , 582 B1
`9 / 2013 Aziz et al .
`8,539,582 B1
`9/2013 Aziz et al.
`8 , 549 , 638 B2 10 / 2013 Aziz
`8,549,638 B2
`10/2013 Aziz
`8 , 555 , 391 B1 10 / 2013 Demir et al .
`8,555,391 B1
`10/2013 Demir et al.
`8 , 561 , 177 B1 10 / 2013 Aziz et al .
`8,561,177 B1
`10/2013 Aziz et al.
`8 , 566 , 476 B2
`10 / 2013 Shiffer et al .
`8,566,476 B2
`10/2013 Shiffer et al.
`8 , 566 , 946 B1 10 / 2013 Aziz et al .
`8,566,946 B1
`10/2013 Aziz et al.
`8 , 584 , 094 B2 11 / 2013 Dadhia et al .
`8,584,094 B2
`11/2013 Dadhia et al.
`8 , 584 , 234 B1 11 / 2013 Sobel et al .
`8,584,234 B1
`11/2013 Sobel et al.
`8 , 584 , 239 B2 11 / 2013 Aziz et al .
`8,584,239 B2
`11/2013 Aziz et al.
`8 , 595 , 834 B2
`11 / 2013 Xie et al .
`8,595,834 B2
`11/2013 Xie et al.
`8 , 627 , 476 B1
`1 / 2014 Satish et al .
`8,627,476 B1
`1/2014 Satish et al.
`
`

`

`US 9 , 824 , 216 B1
`US 9,824,216 B1
`Page 3
`Page 3
`
`( 56 )
`(56)
`
`References Cited
`References Cited
`U . S . PATENT DOCUMENTS
`U.S. PATENT DOCUMENTS
`1 / 2014 Aziz
`8 , 635 , 696 B1
`1/2014 Aziz
`8,635,696 B1
`3 / 2014 Xue et al .
`8 , 682 , 054 B2
`3/2014 Xue et al.
`8,682,054 B2
`3 / 2014 Ranjan
`8 , 682 , 812 B1
`3/2014 Ranjan
`8,682,812 B1
`4 / 2014 Aziz
`8 , 689 , 333 B2
`4/2014 Aziz
`8,689,333 B2
`4 / 2014 Zhang
`8 , 695 , 096 B1
`4/2014 Zhang
`8,695,096 B1
`4 / 2014 Pavlyushchik
`8 , 713 , 631 B1 .
`4/2014 Pavlyushchik
`8,713,631 B1
`4 / 2014 Silberman et al .
`8 , 713 , 681 B2
`4/2014 Silberman et al.
`8,713,681 B2
`5 / 2014 McCorkendale et al .
`8 , 726 , 392 B1
`5/2014 McCorkendale et al.
`8,726,392 B1
`5 / 2014 Chess et al .
`8 , 739 , 280 B2
`5/2014 Chess et al.
`8,739,280 B2
`7 / 2014 Aziz
`8 , 776 , 229 B1
`7/2014 Aziz
`8,776,229 B1
`7 / 2014 Bodke
`8 , 782 , 792 B1
`7/2014 Bodke
`8,782,792 B1
`7 / 2014 Stolfo et al .
`8 , 789 , 172 B2
`7/2014 Stolfo et al.
`8,789,172 B2
`8 , 789 , 178 B2
`7 / 2014 Kejriwal et al .
`7/2014 Kejriwal et al.
`8,789,178 B2
`7 / 2014 Frazier et al .
`8 , 793 , 278 B2
`7/2014 Frazier et al.
`8,793,278 B2
`7 / 2014 Ismael et al .
`8 , 793 , 787 B2
`7/2014 Ismael et al.
`8,793,787 B2
`8 / 2014 Kuzkin et al .
`8 , 805 , 947 B1
`8/2014 Kuzkin et al.
`8,805,947 B1
`8 / 2014 Daswani et al .
`8 , 806 , 647 B1
`8/2014 Daswani et al.
`8,806,647 B1
`9 / 2014 Manni et al .
`8 , 832 , 829 B2
`9/2014 Manni et al.
`8,832,829 B2
`9 / 2014 Ramzan
`8 , 850 , 570 B1
`9/2014 Ramzan
`8,850,570 B1
`9 / 2014 Staniford et al .
`8 , 850 , 571 B2
`9/2014 Staniford et al.
`8,850,571 B2
`11 / 2014 Narasimhan et al .
`8 , 881 , 234 B2
`11/2014 Narasimhan et al.
`8,881,234 B2
`8 , 881 , 271 B2 11 / 2014 Butler , II
`11/2014 Butler, II
`8,881,271 B2
`8 , 881 , 282 B1 11 / 2014 Aziz et al .
`8,881,282 B1
`11/2014 Aziz et al.
`8 , 898 , 788 B1 . 11 / 2014 Aziz et al .
`8,898,788 B1
`11/2014 Aziz et al.
`8 , 935 , 779 B2
`1 / 2015 Manni et al .
`8,935,779 B2
`1/2015 Manni et al.
`8 , 949 , 257 B2
`2 / 2015 Shiffer et al .
`8,949,257 B2
`2/2015 Shiffer et al.
`8 , 984 , 638 B1
`3 / 2015 Aziz et al .
`8,984,638 B1
`3/2015 Aziz et al.
`8 , 990 , 939 B2
`3 / 2015 Staniford et al .
`8,990,939 B2
`3/2015 Staniford et al.
`8 , 990 , 944 B1
`3 / 2015 Singh et al .
`8,990,944 B1
`3/2015 Singh et al.
`8 , 997 , 219 B2
`3 / 2015 Staniford et al .
`8,997,219 B2
`3/2015 Staniford et al.
`9 , 009 , 822 B1
`4 / 2015 Ismael et al .
`9,009,822 B1
`4/2015 Ismael et al.
`9 , 009 , 823 B1
`4 / 2015 Ismael et al .
`9,009,823 B1
`4/2015 Ismael et al.
`9 , 027 , 135 B1
`5 / 2015 Aziz
`9,027,135 B1
`5/2015 Aziz
`9 , 071 , 638 B1
`6 / 2015 Aziz et al .
`9,071,638 B1
`6/2015 Aziz et al.
`9 , 104 , 867 B1
`8 / 2015 Thioux et al .
`9,104,867 B1
`8/2015 Thioux et al.
`9 , 106 , 630 B2
`8 / 2015 Frazier et al .
`9,106,630 B2
`8/2015 Frazier et al.
`9 , 106 , 694 B2
`8 / 2015 Aziz et al .
`9,106,694 B2
`8/2015 Aziz et al.
`9 , 118 , 715 B28 / 2015 Staniford et al .
`9,118,715 B2
`8/2015 Staniford et al.
`9 , 159 , 035 B1 10 / 2015 Ismael et al .
`9,159,035 B1
`10/2015 Ismael et al.
`9 , 171 , 160 B2
`10 / 2015 Vincent et al .
`9,171,160 B2
`10/2015 Vincent et al.
`9 , 176 , 843 B1 11 / 2015 Ismael et al .
`9,176,843 B1
`11/2015 Ismael et al.
`9 , 189 , 627 B
`11 / 2015 Islam
`9,189,627 B1
`11/2015 Islam
`9 , 195 , 829 B1 11 / 2015 Goradia et al .
`9,195,829 B1
`11/2015 Goradia et al.
`9 , 197 , 664 B1 11 / 2015 Aziz et al .
`9,197,664 B1
`11/2015 Aziz et al.
`9 , 223 , 972 B112 / 2015 Vincent et al .
`9,223,972 B1
`12/2015 Vincent et al.
`9 , 225 , 740 B1
`12 / 2015 Ismael et al .
`9,225,740 B1
`12/2015 Ismael et al.
`9 , 241 , 010 B1
`1
`/ 2016 Bennett et al .
`9,241,010 B1
`1/2016 Bennett et al.
`9 , 251 , 343 B1
`2 / 2016 Vincent et al .
`9,251,343 B1
`2/2016 Vincent et al.
`9 . 262 . 635 B2
`2 / 2016 Paithane et al .
`9,262,635 B2
`2/2016 Paithane et al.
`9 , 268 , 936 B2
`2 / 2016 Butler
`9,268,936 B2
`2/2016 Butler
`9 , 275 , 229 B2
`3 / 2016 LeMasters
`9,275,229 B2
`3/2016 LeMasters
`9 , 282 , 109 B1
`3 / 2016 Aziz et al .
`9,282,109 B1
`3/2016 Aziz et al.
`9 , 294 , 501 B2
`3 / 2016 Mesdaq et al .
`9,294,501 B2
`3/2016 Mesdaq et al.
`9 , 300 , 686 B2
`3 / 2016 Pidathala et al .
`9,300,686 B2
`3/2016 Pidathala et al.
`9 , 306 , 960 B1
`4 / 2016 Aziz
`9,306,960 B1
`4/2016 Aziz
`9 , 306 , 974 B1
`4 / 2016 Aziz et al .
`9,306,974 B1
`4/2016 Aziz et al.
`9 , 311 , 479 B1
`4 / 2016 Manni et al .
`9,311,479 B1
`4/2016 Manni et al.
`9 , 413 , 781 B28 / 2016 Cunningham et al .
`9,413,781 B2
`8/2016 Cunningham et al.
`9 , 560 , 059 B1 *
`1 / 2017 Islam . . . . . . . . . . . . . . . . . . . . H04L 63 / 123
`9,560,059 Bl* 1/2017 Islam
` H04L 63/123
`2001 / 0005889 AL 6 / 2001 Albrecht
`2001/0005889 Al
`6/2001 Albrecht
`2001 / 0047326 A1 11 / 2001 Broadbent et al .
`2001/0047326 Al
`11/2001 Broadbent et al.
`2002 / 0018903 A1 2 / 2002 Kokubo et al .
`2002/0018903 Al
`2/2002 Kokubo et al.
`2002 / 0038430 AL
`3 / 2002 Edwards et al .
`2002/0038430 Al
`3/2002 Edwards et al.
`2002 / 0091819 Al
`7 / 2002 Melchione et al .
`2002/0091819 Al
`7/2002 Melchione et al.
`2002 / 0095607 AL
`7 / 2002 Lin - Hendel
`2002/0095607 Al
`7/2002 Lin-Hendel
`2002 / 0116627 AL
`8 / 2002 Tarbotton et al .
`2002/0116627 Al
`8/2002 Tarbotton et al.
`2002 / 0144156 AL 10 / 2002 Copeland
`2002/0144156 Al
`10/2002 Copeland
`2002 / 0162015 AL 10 / 2002 Tang
`2002/0162015 Al
`10/2002 Tang
`2002 / 0166063 AL 11 / 2002 Lachman et al .
`2002/0166063 Al
`11/2002 Lachman et al.
`2002 / 0169952 AL 11 / 2002 DiSanto et al .
`2002/0169952 Al
`11/2002 DiSanto et al.
`2002 / 0184528 A1 12 / 2002 Shevenell et al .
`2002/0184528 Al
`12/2002 Shevenell et al.
`2002 / 0188887 Al 12 / 2002 Largman et al .
`2002/0188887 Al
`12/2002 Largman et al.
`2002 / 0194490 Al 12 / 2002 Halperin et al .
`2002/0194490 Al
`12/2002 Halperin et al.
`2003 / 0021728 A1 1 / 2003 Sharpe et al .
`2003/0021728 Al
`1/2003 Sharpe et al.
`2003 / 0074578 A1
`4 / 2003 Ford et al .
`2003/0074578 Al
`4/2003 Ford et al.
`
`2003 / 0084318 AL 5 / 2003 Schertz
`Schertz
`5/2003
`2003/0084318 Al
`2003 / 0101381 Al 5 / 2003 Mateev et al .
`2003/0101381 Al
`5/2003
`Mateev et al.
`2003 / 0115483 A1 6 / 2003 Liang
`2003/0115483 Al
`6/2003
`Liang
`2003 / 0188190 Al 10 / 2003 Aaron et al .
`2003/0188190 Al
`10/2003
`Aaron et al.
`2003 / 0191957 A
`10 / 2003 Hypponen et al .
`2003/0191957 Al
`10/2003 Hypponen et al.
`2003 / 0200460 A1 10 / 2003 Morota et al .
`2003/0200460 Al
`10/2003 Morota et al.
`2003 / 0212902 AL 11 / 2003 van der Made
`2003/0212902 Al
`11/2003 van der Made
`2003 / 0229801 A1 12 / 2003 Kouznetsov et al .
`2003/0229801 Al
`12/2003 Kouznetsov et al.
`2003 / 0237000 AL 12 / 2003 Denton et al .
`2003/0237000 Al
`12/2003 Denton et al.
`2004 / 0003323 Al
`1 / 2004 Bennett et al .
`2004/0003323 Al
`1/2004 Bennett et al.
`2004 / 0006473 A1
`1 / 2004 Mills et al .
`2004/0006473 Al
`1/2004 Mills et al.
`2004 / 0015712 Al
`1 / 2004 Szor
`2004/0015712 Al
`1/2004 Szor
`2004 / 0019832 Al
`1 / 2004 Arnold et al .
`2004/0019832 Al
`1/2004 Arnold et al.
`2004 / 0047356 A1 3 / 2004 Bauer
`2004/0047356 Al
`3/2004 Bauer
`2004 / 0083408 A1 4 / 2004 Spiegel et al .
`2004/0083408 Al
`4/2004 Spiegel et al.
`2004 / 0088581 A1 5 / 2004 Brawn et al .
`2004/0088581 Al
`5/2004 Brawn et al.
`2004 / 0093513 A1 5 / 2004 Cantrell et al .
`2004/0093513 Al
`5/2004 Cantrell et al.
`2004 / 0111531 A1 6 / 2004 Staniford et al .
`2004/0111531 Al
`6/2004 Staniford et al.
`2004 / 0117478 A1 6 / 2004 Triulzi et al .
`2004/0117478 Al
`6/2004 Triulzi et al.
`2004 / 0117624 Al
`6 / 2004 Brandt et al .
`2004/0117624 Al
`6/2004 Brandt et al.
`2004 / 0128355 A1
`7 / 2004 Chao et al .
`2004/0128355 Al
`7/2004 Chao et al.
`2004 / 0165588 Al 8 / 2004 Pandya
`2004/0165588 Al
`8/2004 Pandya
`2004 / 0236963 A1 11 / 2004 Danford et al .
`2004/0236963 Al
`11/2004 Danford et al.
`2004 / 0243349 Al 12 / 2004 Greifeneder et al .
`2004/0243349 Al
`12/2004 Greifeneder et al.
`2004 / 0249911 A112 / 2004 Alkhatib et al .
`2004/0249911 Al
`12/2004 Alkhatib et al.
`2004 / 0255161 Al 12 / 2004 Cavanaugh
`2004/0255161 Al
`12/2004 Cavanaugh
`2004 / 0268147 AL 12 / 2004 Wiederin et al .
`2004/0268147 Al
`12/2004 Wiederin et al.
`2005 / 0005159 AL
`1 / 2005 Oliphant
`2005/0005159 Al
`1/2005 Oliphant
`2005 / 0021740 A1 1 / 2005 Bar et al .
`2005/0021740 Al
`1/2005 Bar et al.
`2005 / 0033960 A1 2 / 2005 Vialen et al .
`2005/0033960 Al
`2/2005 Vialen et al.
`2005 / 0033989 Al 2 / 2005 Poletto et al .
`2005/0033989 Al
`2/2005 Poletto et al.
`2005 / 0050148 A1 3 / 2005 Mohammadioun et al .
`2005/0050148 Al
`3/2005 Mohammadioun et al.
`2005 / 0086523 A1 4 / 2005 Zimmer et al .
`2005/0086523 Al
`4/2005 Zimmer et al.
`2005 / 0091513 Al 4 / 2005 Mitomo et al .
`2005/0091513 Al
`4/2005 Mitomo et al.
`2005 / 0091533 Al 4 / 2005 Omote et al .
`2005/0091533 Al
`4/2005 Omote et al.
`2005 / 0091652 A1 4 / 2005 Ross et al .
`2005/0091652 Al
`4/2005 Ross et al.
`2005 / 0108562 A1 5 / 2005 Khazan et al .
`2005/0108562 Al
`5/2005 Khazan et al.
`2005 / 01 14663 A1 5 / 2005 Cornell et al .
`2005/0114663 Al
`5/2005 Cornell et al.
`2005 / 0125195 A1 6 / 2005 Brendel
`2005/0125195 Al
`6/2005 Brendel
`2005 / 0149726 A1 7 / 2005 Joshi et al .
`2005/0149726 Al
`7/2005 Joshi et al.
`2005 / 0157662 Al 7 / 2005 Bingham et al .
`2005/0157662 Al
`7/2005 Bingham et al.
`2005 / 0183143 A1 8 / 2005 Anderholm et al .
`2005/0183143 Al
`8/2005 Anderholm et al.
`2005 / 0201297 Al 9 / 2005 Peikari
`2005/0201297 Al
`9/2005 Peikari
`2005 / 02 10533 A1
`9 / 2005 Copeland et al .
`2005/0210533 Al
`9/2005 Copeland et al.
`2005 / 0238005 Al 10 / 2005 Chen et al .
`2005/0238005 Al
`10/2005 Chen et al.
`2005 / 0240781 Al 10 / 2005 Gassoway
`2005/0240781 Al
`10/2005 Gassoway
`2005 / 0262562 AL 11 / 2005 Gassoway
`2005/0262562 Al
`11/2005 Gassoway
`2005 / 0265331 A1 12 / 2005 Stolfo
`2005/0265331 Al
`12/2005 Stolfo
`2005 / 0283839 Al 12 / 2005 Cowburn
`2005/0283839 Al
`12/2005 Cowburn
`2006 / 0010495 Al
`1 / 2006 Cohen et al .
`2006/0010495 Al
`1/2006 Cohen et al.
`2006 / 0015416 A1
`1 / 2006 Hoffman et al .
`2006/0015416 Al
`1/2006 Hoffman et al.
`2006 / 0015715 A1
`1 / 2006 Anderson
`2006/0015715 Al
`1/2006 Anderson
`2006 / 0015747 Al
`1 / 2006 Van de Ven
`2006/0015747 Al
`1/2006 Van de Ven
`2006 / 0021029 A1 1 / 2006 Brickell et al .
`2006/0021029 Al
`1/2006 Brickell et al.
`2006 / 0021054 Al
`1 / 2006 Costa et al .
`2006/0021054 Al
`1/2006 Costa et al.
`2006 / 0031476 A1
`2 / 2006 Mathes et al .
`2006/0031476 Al
`2/2006 Mathes et al.
`2006 / 0047665 Al 3 / 2006 Neil
`2006/0047665 Al
`3/2006 Neil
`2006 / 0070130 A1 3 / 2006 Costea et al .
`2006/0070130 Al
`3/2006 Costea et al.
`2006 / 0075496 A1 4 / 2006 Carpenter et al .
`2006/0075496 Al
`4/2006 Carpenter et al.
`2006 / 0095968 A1
`5 / 2006 Portolani et al .
`2006/0095968 Al
`5/2006 Portolani et al.
`2006 / 0101516 A1
`5 / 2006 Sudaharan et al .
`2006/0101516 Al
`5/2006 Sudaharan et al.
`2006 / 0101517 Al 5 / 2006 Banzhof et al .
`2006/0101517 Al
`5/2006 Banzhof et al.
`2006 / 0117385 Al 6 / 2006 Mester et al .
`2006/0117385 Al
`6/2006 Mester et al.
`2006 / 0123477 A1 6 / 2006 Raghavan et al .
`2006/0123477 Al
`6/2006 Raghavan et al.
`2006 / 0143709 A1 6 / 2006 Brooks et al .
`2006/0143709 Al
`6/2006 Brooks et al.
`2006 / 0150249 Al
`7 / 2006 Gassen et al .
`2006/0150249 Al
`7/2006 Gassen et al.
`2006 / 0161983 A1 7 / 2006 Cothrell et al .
`2006/0161983 Al
`7/2006 Cothrell et al.
`2006 / 0161987 Al 7 / 2006 Levy - Yurista
`2006/0161987 Al
`7/2006 Levy-Yurista
`2006 / 0161989 A1
`7 / 2006 Reshef et al .
`2006/0161989 Al
`7/2006 Reshef et al.
`2006 / 0164199 Al 7 / 2006 Gilde et al .
`2006/0164199 Al
`7/2006 Gilde et al.
`2006 / 0173992 A1
`8 / 2006 Weber et al .
`2006/0173992 Al
`8/2006 Weber et al.
`2006 / 0179147 A1 8 / 2006 Tran et al .
`2006/0179147 Al
`8/2006 Tran et al.
`2006 / 0184632 A1 8 / 2006 Marino et al .
`2006/0184632 Al
`8/2006 Marino et al.
`2006 / 0191010 A
`8 / 2006 Benjamin
`2006/0191010 Al
`8/2006 Benjamin
`2006 / 0221956 AL 10 / 2006 Narayan et al .
`2006/0221956 Al
`10/2006 Narayan et al.
`2006 / 0236393 Al 10 / 2006 Kramer et al .
`2006/0236393 Al
`10/2006 Kramer et al.
`2006 / 0242709 A1 10 / 2006 Seinfeld et al .
`2006/0242709 Al
`10/2006 Seinfeld et al.
`2006 / 0248519 A1 11 / 2006 Jaeger et al .
`2006/0248519 Al
`11/2006 Jaeger et al.
`2006 / 0248582 AL 11 / 2006 Panjwani et al .
`2006/0248582 Al
`11/2006 Panjwani et al.
`
`

`

`US 9 , 824 , 216 B1
`US 9,824,216 B1
`Page 4
`Page 4
`
`( 56 )
`(56)
`
`References Cited
`References Cited
`U . S . PATENT DOCUMENTS
`U.S. PATENT DOCUMENTS
`2006 / 0251104 Al 11 / 2006 Koga
`11/2006 Koga
`2006/0251104 Al
`2006 / 0288417 A1 12 / 2006 Bookbinder et al .
`2006/0288417 Al
`12/2006 Bookbinder et al.
`2007 / 0006288 AL
`1 / 2007 Mayfield et al .
`2007/0006288 Al
`1/2007 Mayfield et al.
`2007 / 0006313 A11 / 2007 Porras et al .
`2007/0006313 Al
`1/2007 Porras et al.
`2007 / 0011174 A1
`1 / 2007 Takaragi et al .
`2007/0011174 Al
`1/2007 Takaragi et al.
`2007 / 0016951 A1
`1 / 2007 Piccard et al .
`2007/0016951 Al
`1/2007 Piccard et al.
`2007 / 0019286 A1
`1 / 2007 Kikuchi
`2007/0019286 Al
`1/2007 Kikuchi
`2007 / 0033645 Al 2 / 2007 Jones
`2007/0033645 Al
`2/2007 Jones
`2007 / 0038943 A1 2 / 2007 FitzGerald et al .
`2007/0038943 Al
`2/2007 FitzGerald et al.
`2007 / 0064689 Al
`3 / 2007 Shin et al .
`2007/0064689 Al
`3/2007 Shin et al.
`2007 / 0074169 Al 3 / 2007 Chess et al .
`2007/0074169 Al
`3/2007 Chess et al.
`2007 / 0094730 A1 4 / 2007 Bhikkaji et al .
`2007/0094730 Al
`4/2007 Bhikkaji et al.
`2007 / 0101435 A1 5 / 2007 Konanka et al .
`2007/0101435 Al
`5/2007 Konanka et al.
`2007 / 0128855 Al 6 / 2007 Cho et al .
`2007/0128855 Al
`6/2007 Cho et al.
`2007 / 0142030 A1 6 / 2007 Sinha et al .
`2007/0142030 Al
`6/2007 Sinha et al.
`2007 / 0143827 Al 6 / 2007 Nicodemus et al .
`2007/0143827 Al
`6/2007 Nicodemus et al.
`2007 / 0156895 Al 7 / 2007 Vuong
`2007/0156895 Al
`7/2007 Vuong
`2007 / 0157180 A1 7 / 2007 Tillmann et al .
`2007/0157180 Al
`7/2007 Tillmann et al.
`2007 / 0157306 A1 7 / 2007 Elrod et al .
`2007/0157306 Al
`7/2007 Elrod et al.
`2007 / 0168988 Al
`7 / 2007 Eisner et al .
`2007/0168988 Al
`7/2007 Eisner et al.
`2007 / 0171824 Al
`7 / 2007 Ruello et al .
`2007/0171824 Al
`7/2007 Ruello et al.
`2007 / 0174915 AL
`7 / 2007 Gribble et al .
`2007/0174915 Al
`7/2007 Gribble et al.
`2007 / 0192500 AL
`8 / 2007 Lum
`2007/0192500 Al
`8/2007 Lum
`2007 / 0192858 A1
`8 / 2007 Lum
`2007/0192858 Al
`8/2007 Lum
`2007 / 0198275 Al 8 / 2007 Ma

This document is available on Docket Alarm but you must sign up to view it.


Or .

Accessing this document will incur an additional charge of $.

After purchase, you can access this document again without charge.

Accept $ Charge
throbber

Still Working On It

This document is taking longer than usual to download. This can happen if we need to contact the court directly to obtain the document and their servers are running slowly.

Give it another minute or two to complete, and then try the refresh button.

throbber

A few More Minutes ... Still Working

It can take up to 5 minutes for us to download a document if the court servers are running slowly.

Thank you for your continued patience.

This document could not be displayed.

We could not find this document within its docket. Please go back to the docket page and check the link. If that does not work, go back to the docket and refresh it to pull the newest information.

Your account does not support viewing this document.

You need a Paid Account to view this document. Click here to change your account type.

Your account does not support viewing this document.

Set your membership status to view this document.

With a Docket Alarm membership, you'll get a whole lot more, including:

  • Up-to-date information for this case.
  • Email alerts whenever there is an update.
  • Full text search for other cases.
  • Get email alerts whenever a new case matches your search.

Become a Member

One Moment Please

The filing “” is large (MB) and is being downloaded.

Please refresh this page in a few minutes to see if the filing has been downloaded. The filing will also be emailed to you when the download completes.

Your document is on its way!

If you do not receive the document in five minutes, contact support at support@docketalarm.com.

Sealed Document

We are unable to display this document, it may be under a court ordered seal.

If you have proper credentials to access the file, you may proceed directly to the court's system using your government issued username and password.


Access Government Site

We are redirecting you
to a mobile optimized page.





Document Unreadable or Corrupt

Refresh this Document
Go to the Docket

We are unable to display this document.

Refresh this Document
Go to the Docket