Summary:

My interests are in advancing data science and machine intelligence while respecting human values in future technology ecosystems. ( LinkedIn Profile )

I received my PhD from the University of Washington's Computer Science and Engineering Department in June of 2014 where my thesis focus was on Machine Learning applications for Information Privacy in Emerging Sensor Contexts - with Prof. Yoshi Kohno and Prof. Shwetak Patel .

Selected Work:

ML Security & Privacy

• Automobile Driver Fingerprinting. -

  Miro Enev, Alex Takakuwa, Karl Koscher, Tadayoshi Kohno.
  Proceedings on Privacy Enhancing Technologies. 2016 [paper]
  In the news: WIRED, Schneier on Security, Naked Security.

• Televisions, Video Privacy, and Powerline Electromagnetic Interference. -

  Miro Enev, Sidhant Gupta, Tadayoshi Kohno, Shwetak Patel.
  CCS. 2011 [paper] [slides] [video]

  
• SensorSift: Balancing Sensor Data Privacy and Utility in Automated Face Understanding.

  Link to Open Source Project!

  Miro Enev, Jaeyeon Jung, Liefeng Bo, Xiaofeng Ren, Tadayoshi Kohno.
  Annual Computer Security Applications Conference (ACSAC). 2012
  [pdf] [ slides]

  

Computational Motor Control

• Learning and optimization of novel sensorimotor feedback loops. -

  Miro Enev, Emanuel Todorov. 2013 [pdf]

  
• Naturally optimized movements -

  Video 1: [expert movers]
  Video 2: [hand dexterity]

Epilepsy

• Simultaneous EEG, fMRI, and behavior in typical childhood absence seizures.

  Rachel Berman, ..., Miro Enev ..., Hal Blumenfeld (full author list). Epilepsia. 2010 [pdf]

• Imaging onset and propagation of ECT-induced seizures.

  Miro Enev, K. McNally, G. Varghese, G. Zubal, R. Ostroff, Hal Blumenfeld. Epilepsia. 2007 [pdf]

Projects:

• Parallelization of the Viterbi Algorithm ( link to pdf )
• Identifying Users from Mouse Movements ( link to pdf )
• Tracking Hand Movements via Dynamic Time Warping ( link to pdf )
• Tracking Hand Movements via Vector Embedding ( link to pdf )
• A Novel Approach to Brain Computer Interfaces (BCI) ( link to pdf )

Teaching:

• Computer Security - Teaching Assistant

• Natural Computation - Teaching Assistant

Mentors & [Methods Learned]:

• Tadayoshi Kohno - [Cyberphsical Security and Privacy, Quant. Attack and Defense Frameworks]

• Shwetak Patel - [Ubiquitous Computing, Sensor Design, Power Disaggregation]

• Emanuel Todorov - [Optimal Control Theory, Computational Neuroscience of Motor Control]

• Hal Blumenfeld - [Brain Imaging, Statistical Analysis of Epileptic Onset/Propagation]

• Richard Ivry - [Brain Computer Interfaces, Experimental Neuroscience]

ML Security & Privacy

• Automobile Driver Fingerprinting. -

  Miro Enev, Alex Takakuwa, Karl Koscher, Tadayoshi Kohno.
  Proceedings on Privacy Enhancing Technologies. 2016 [paper]

• Televisions, Video Privacy, and Powerline Electromagnetic Interference. -

  Miro Enev, Sidhant Gupta, Tadayoshi Kohno, Shwetak Patel.
  CCS. 2011 [paper] [slides]

• SensorSift: Balancing Sensor Data Privacy and Utility in Automated Face Understanding. Link to Open Source Project!

  Miro Enev, Jaeyeon Jung, Liefeng Bo, Xiaofeng Ren, Tadayoshi Kohno.
  Annual Computer Security Applications Conference (ACSAC). 2012
  [pdf] [ slides ]

Computational Motor Control

• Learning and optimization of novel sensorimotor feedback loops. -

  Miro Enev, Emanuel Todorov. 2013 [pdf]

Epilepsy

• Imaging onset and propagation of ECT-induced seizures.

  Miro Enev, K. McNally, G. Varghese, G. Zubal, R. Ostroff, Hal Blumenfeld. Epilepsia. 2007 [pdf]

• Neocortical and thalamic spread of amygdala kindled seizures.

  Hal Blumenfeld, M. Rivera, JG Vasquez , A. Shah, D. Ismail, Miro Enev, HP Zaveri. Epilepsia. 2007 [pdf]

• Simultaneous EEG, fMRI, and behavior in typical childhood absence seizures.

  Rachel Berman, ..., Miro Enev ..., Hal Blumenfeld (full author list). Epilepsia. 2010 [pdf]

• Where fMRI and electrophysiology agree to disagree: corticothalamic and striatal activity patterns in the WAG/Rij rat.

  AM Mishra, DJ Ellens, U Schridde, JE Motelow, MJ Purcaro, MN DeSalvo, Miro Enev, BG Sanganahalli, F Hyder, Hal Blumenfeld. J Neurosci. 2011 [pdf]

download my CV PDF ~ 70k