Machine Learning for Web Security

Established: September 1, 2007

Publications

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- Robust scareware image detection
  
  Christian Seifert, Jack W. Stokes, Christina Colcernian, John Platt, Long Lu
  
  2013 International Conference on Acoustics, Speech, and Signal Processing | May 2013
  
  PDF DOI
- Detecting Malicious Landing Pages in Malware Distribution Networks
  
  Gang Wang, Jack W. Stokes, Cormac Herley, David Felstead
  
  IEEE DSN | January 2013
  
  Publication
- ARROW: GenerAting SignatuRes to Detect DRive-By DOWnloads
  
  Junjie Zhang, Christian Seifert, Jack W. Stokes, Wenke Lee
  
  2011 The Web Conference | March 2011
  
  DOI PDF
- WebCop: locating neighborhoods of malware on the web
  
  Jack W. Stokes, Reid Andersen, Christian Seifert, Kumar Chellapilla
  
  2010 USENIX conference on Large-scale exploits and emergent threats | April 2010
  
  PDF
- Classification of Automated Web Traffic
  
  Greg Buehrer, Jack W. Stokes, Kumar Chellapilla, John Platt
  
  Weaving Services and People on the World Wide Web | Published by Springer Verlag | 2009 | Weaving Services and People on the World Wide Web edition
  
  Publication
- A Large-scale Study of Automated Web Search Traffic
  
  Greg Buehrer, Jack W. Stokes, Kumar Chellapilla
  
  April 2008
  
  Publication Publication

- Robust scareware image detection
  
  Christian Seifert, Jack W. Stokes, Christina Colcernian, John Platt, Long Lu
  
  2013 International Conference on Acoustics, Speech, and Signal Processing | May 2013
  
  PDF DOI
- ARROW: GenerAting SignatuRes to Detect DRive-By DOWnloads
  
  Junjie Zhang, Christian Seifert, Jack W. Stokes, Wenke Lee
  
  2011 The Web Conference | March 2011
  
  DOI PDF
- WebCop: locating neighborhoods of malware on the web
  
  Jack W. Stokes, Reid Andersen, Christian Seifert, Kumar Chellapilla
  
  2010 USENIX conference on Large-scale exploits and emergent threats | April 2010
  
  PDF
- Robust scareware image detection
  
  Christian Seifert, Jack W. Stokes, Christina Colcernian, John Platt, Long Lu
  
  2013 International Conference on Acoustics, Speech, and Signal Processing | May 2013
  
  PDF DOI
- ARROW: GenerAting SignatuRes to Detect DRive-By DOWnloads
  
  Junjie Zhang, Christian Seifert, Jack W. Stokes, Wenke Lee
  
  2011 The Web Conference | March 2011
  
  DOI PDF
- WebCop: locating neighborhoods of malware on the web
  
  Jack W. Stokes, Reid Andersen, Christian Seifert, Kumar Chellapilla
  
  2010 USENIX conference on Large-scale exploits and emergent threats | April 2010
  
  PDF
- Detecting Malicious Landing Pages in Malware Distribution Networks
  
  Gang Wang, Jack W. Stokes, Cormac Herley, David Felstead
  
  IEEE DSN | January 2013
  
  Publication
- Classification of Automated Web Traffic
  
  Greg Buehrer, Jack W. Stokes, Kumar Chellapilla, John Platt
  
  Weaving Services and People on the World Wide Web | Published by Springer Verlag | 2009 | Weaving Services and People on the World Wide Web edition
  
  Publication
- A Large-scale Study of Automated Web Search Traffic
  
  Greg Buehrer, Jack W. Stokes, Kumar Chellapilla
  
  April 2008
  
  Publication Publication

- Robust scareware image detection
  
  Christian Seifert, Jack W. Stokes, Christina Colcernian, John Platt, Long Lu
  
  2013 International Conference on Acoustics, Speech, and Signal Processing | May 2013
  
  PDF DOI
- Detecting Malicious Landing Pages in Malware Distribution Networks
  
  Gang Wang, Jack W. Stokes, Cormac Herley, David Felstead
  
  IEEE DSN | January 2013
  
  Publication
- ARROW: GenerAting SignatuRes to Detect DRive-By DOWnloads
  
  Junjie Zhang, Christian Seifert, Jack W. Stokes, Wenke Lee
  
  2011 The Web Conference | March 2011
  
  DOI PDF
- WebCop: locating neighborhoods of malware on the web
  
  Jack W. Stokes, Reid Andersen, Christian Seifert, Kumar Chellapilla
  
  2010 USENIX conference on Large-scale exploits and emergent threats | April 2010
  
  PDF
- A Large-scale Study of Automated Web Search Traffic
  
  Greg Buehrer, Jack W. Stokes, Kumar Chellapilla
  
  April 2008
  
  Publication Publication
- Classification of Automated Web Traffic
  
  Greg Buehrer, Jack W. Stokes, Kumar Chellapilla, John Platt
  
  Weaving Services and People on the World Wide Web | Published by Springer Verlag | 2009 | Weaving Services and People on the World Wide Web edition
  
  Publication

People

Jay Stokes

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