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CONFERENCE AND JOURNAL PUBLICATIONS
 
  1. "Behavior-Based Network Traffic Synthesis"
     
       Yingbo Song, Salvatore J. Stolfo, and Tony Jebara
        IEEE Homeland Security Technologies Conference (HST). November, 2011.
     
  2. "On the Infeasibility of Modeling Polymorphic Shellcode: Re-thinking the Role of Learning in Intrusion Detection Systems"
     
       Yingbo Song, Michael Locasto,Angelos Stavrou, Angelos D. Keromytis and Salvatore J. Stolfo
        Machine Learning Journal. Special issue on adversarial learning. 2009. [Springer Link]
     
  3. "Smashing the Stack with Hydra: The Many Heads of Advanced Polymorphic Shellcode"
     
       Pratap V. Prahbu, Yingbo Song, and Salvatore J. Stolfo
        Talk given at Defcon 17.
        July 2009, Las Vegas NV, USA. [Slides - PDF]
     
  4. "Brave New World: Pervasive Insecurity of Embedded Network Devices"
     
       Ang Cui, Yingbo Song, Pratap V. Prahbu and Salvatore J. Stolfo
        Poster. In the 12th Annual International Symposium on Advances in Intrusion Detection (RAID).
        September 2009, Saint Malo, France. [Wired Article]
     
  5. "Spectrogram: A Mixture-of-Markov-Chains Model for Anomaly Detection in Web Traffic"
        Yingbo Song, Angelos D. Keromytis and Salvatore J. Stolfo
        In Proceedings of the 16th Annual Network & Distributed System Security Symposium (NDSS).
        February 2009, San Diego, CA, USA. [
    PDF][Slides][Errata]
     
  6.  "Independent Similarly Distributed Sampling Assumptions for Semi-parametric Density Estimation"
        Tony Jebara, Yingbo Song and Kapil Thadani
        Poster. In the 2nd New York Academy of Sciences Symposium on Machine Learning.
        October 2007, New York, New York, USA. [Abstract - PDF]
     
  7. "Density Estimation under Independent Similarly Distributed Sampling Assumptions"
        Tony Jebara, Yingbo Song and Kapil Thadani
        In Proceedings of the 21st Conference on Neural Information Processing Systems (NIPS).
        December 2007, Vancouver, Canada. With spotlight presentation. [
    PDF] [notes]
     
  8. "On the Infeasibility of Modeling Polymorphic Shellcode"
        Yingbo Song, Michael E. Locasto, Angelos Stavrou, Angelos D. Keromytis and Salvatore J. Stolfo
        In Proceedings of the 14th ACM Conference on Computer and Communications Security (CCS).
        October 2007, Alexandria, Virginia, USA. [
    PDF]
     
  9. "Spectral Clustering and Embedding with Hidden Markov Models"
        Tony Jebara, Yingbo Song and Kapil Thadani
        In Proceedings of the 18th European Conference on Machine Learning (ECML).
        September 2007, Warsaw, Poland. [
    PDF]

INVITED TALKS

  1. "Spectral Clustering and Embedding with Hidden Markov Models"
        BAE Systems, Advanced Information Technologies, Autonomic Distributed Systems Division.
        July 2007, Arlington Virginia, USA.

TECHNICAL REPORTS

  1. "Markov Models for Network-Behavior Modeling and Anonymization"
        Yingbo Song, Salvatore J. Stolfo, and Tony Jebara
        Columbia University Technical Report, CUCS-029-11. Jun. 2011.
     
  2. "Smashing the Stack with Hydra: The Many Heads of Advanced Polymorphic Shellcode"
        Pratap V. Prahbu, Yingbo Song, and Salvatore J. Stolfo
        Columbia University Technical Report, CUCS-037-09. Aug. 2009.
     
  3.  "Spectrogram: A Mixture-of-Markov-Chains Model for Anomaly Detection in Web Traffic"
        Yingbo Song, Angelos D. Keromytis and Salvatore J. Stolfo
        Columbia University Technical Report, CUCS-040-08. Oct. 2008.
     
  4. "On the Infeasibility of Modeling Polymorphic Shellcode for Signature Detection"
        Yingbo Song, Michael E. Locasto, Angelos Stavrou, Angelos D. Keromytis and Salvatore J. Stolfo
        Columbia University Technical Report, CUCS-007-07. Feb 2007.
     

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