Craig Miles

Publication Activity (10 Years)

Years Active: 2012-2020
Publications (10 Years): 4

Top Topics

Machine Learning

Malware Detection

Nearest Neighbor Classifier

Static Analysis

Top Venues

ACM Southeast Regional Conference

iThings/GreenCom/CPSCom/SmartData/Cybermatics

Publications

Sean Oesch, Robert A. Bridges, Jared M. Smith, Justin M. Beaver, John R. Goodall, Kelly M. T. Huffer, Craig Miles, Daniel Scofield
An Assessment of the Usability of Machine Learning Based Tools for the Security Operations Center. CoRR (2020)
Robert A. Bridges, Sean Oesch, Miki E. Verma, Michael D. Iannacone, Kelly M. T. Huffer, Brian Jewell, Jeffrey A. Nichols, Brian Weber, Justin M. Beaver, Jared M. Smith, Daniel Scofield, Craig Miles, Thomas Plummer, Mark Daniell, Anne M. Tall
Beyond the Hype: A Real-World Evaluation of the Impact and Cost of Machine Learning-Based Malware Detection. CoRR (2020)
Sean Oesch, Robert A. Bridges, Jared M. Smith, Justin M. Beaver, John R. Goodall, Kelly M. T. Huffer, Craig Miles, Daniel Scofield
An Assessment of the Usability of Machine Learning Based Tools for the Security Operations Center. iThings/GreenCom/CPSCom/SmartData/Cybermatics (2020)
Avi Pfeffer, Brian E. Ruttenberg, Lee Kellogg, Michael Howard, Catherine Call, Alison O'Connor, Glenn Takata, Scott Neal Reilly, Terry Patten, Jason Taylor, Robert Hall, Arun Lakhotia, Craig Miles, Daniel Scofield, Jared Frank
Artificial Intelligence Based Malware Analysis. CoRR (2017)
Brian E. Ruttenberg, Craig Miles, Lee Kellogg, Vivek Notani, Michael Howard, Charles LeDoux, Arun Lakhotia, Avi Pfeffer
Identifying Shared Software Components to Support Malware Forensics. DIMVA (2014)
Charles LeDoux, Arun Lakhotia, Craig Miles, Vivek Notani, Avi Pfeffer
FuncTracker: Discovering Shared Code to Aid Malware Forensics. LEET (2013)
Arun Lakhotia, Andrew Walenstein, Craig Miles, Anshuman Singh
VILO: a rapid learning nearest-neighbor classifier for malware triage. J. Comput. Virol. Hacking Tech. 9 (3) (2013)
Charles LeDoux, Michael Sharkey, Brandon Primeaux, Craig Miles
Instruction embedding for improved obfuscation. ACM Southeast Regional Conference (2012)
Craig Miles, Arun Lakhotia, Andrew Walenstein
In situ reuse of logically extracted functional components. J. Comput. Virol. 8 (3) (2012)