Brad Miller

Publication Activity (10 Years)

Years Active: 2011-2017
Publications (10 Years): 3

Top Topics

Malware Detection

Temporally Consistent

Workshop On Artificial Intelligence

Traffic Analysis

Top Venues

Publications

Battista Biggio, David Freeman, Brad Miller, Arunesh Sinha
10th International Workshop on Artificial Intelligence and Security (AISec 2017). CCS (2017)
Brad Miller, Alex Kantchelian, Michael Carl Tschantz, Sadia Afroz, Rekha Bachwani, Riyaz Faizullabhoy, Ling Huang, Vaishaal Shankar, Tony Wu, George Yiu, Anthony D. Joseph, J. D. Tygar
Reviewer Integration and Performance Measurement for Malware Detection. DIMVA (2016)
Shuang Hao, Alex Kantchelian, Brad Miller, Vern Paxson, Nick Feamster
PREDATOR: Proactive Recognition and Elimination of Domain Abuse at Time-Of-Registration. CCS (2016)
Brad Miller, Alex Kantchelian, Michael Carl Tschantz, Sadia Afroz, Rekha Bachwani, Riyaz Faizullabhoy, Ling Huang, Vaishaal Shankar, Tony Wu, George Yiu, Anthony D. Joseph, J. D. Tygar
Back to the Future: Malware Detection with Temporally Consistent Labels. CoRR (2015)
Alex Kantchelian, Michael Carl Tschantz, Sadia Afroz, Brad Miller, Vaishaal Shankar, Rekha Bachwani, Anthony D. Joseph, J. Doug Tygar
Better Malware Ground Truth: Techniques for Weighting Anti-Virus Vendor Labels. AISec@CCS (2015)
Brad Miller, Ling Huang, Anthony D. Joseph, J. D. Tygar
I Know Why You Went to the Clinic: Risks and Realization of HTTPS Traffic Analysis. Privacy Enhancing Technologies (2014)
Brad Miller, Alex Kantchelian, Sadia Afroz, Rekha Bachwani, Edwin Dauber, Ling Huang, Michael Carl Tschantz, Anthony D. Joseph, J. Doug Tygar
Adversarial Active Learning. AISec@CCS (2014)
Brad Miller, Ling Huang, Anthony D. Joseph, J. Doug Tygar
I Know Why You Went to the Clinic: Risks and Realization of HTTPS Traffic Analysis. CoRR (2014)
Alex Kantchelian, Sadia Afroz, Ling Huang, Aylin Caliskan Islam, Brad Miller, Michael Carl Tschantz, Rachel Greenstadt, Anthony D. Joseph, J. D. Tygar
Approaches to adversarial drift. AISec (2013)
Brad Miller, Kaitlyn Buck, J. D. Tygar
Systematic analysis and evaluation of web privacy policies and implementations. ICITST (2012)
Brad Miller, Paul Pearce, Chris Grier, Christian Kreibich, Vern Paxson
What's Clicking What? Techniques and Innovations of Today's Clickbots. DIMVA (2011)