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J. D. Tygar

Name: dblp XML data dump
Creator: Schloss Dagstuhl - Leibniz Center for Informatics
Published: 1993
License: https://creativecommons.org/publicdomain/zero/1.0/
Keywords: dblp, XML, computer science, scholarly publications, metadata

◀ ▶ joint publications with Alex Kantchelian

> Home > Persons > J. D. Tygar

Publications

2016
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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: 122-141
[c69]
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Alex Kantchelian, J. D. Tygar, Anthony D. Joseph:
Evasion and Hardening of Tree Ensemble Classifiers. ICML 2016: 2387-2396
2015
[c68]
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  - conf/ccs/KantchelianTAMS15
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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: 45-56
[i8]
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Alex Kantchelian, J. D. Tygar, Anthony D. Joseph:
Evasion and Hardening of Tree Ensemble Classifiers. CoRR abs/1509.07892 (2015)
[i7]
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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 abs/1510.07338 (2015)
2014
[c65]
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  - conf/ccs/MillerKABDHTJT14
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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: 3-14
[c64]
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  - conf/nips/KantchelianTHBJT14
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Alex Kantchelian, Michael Carl Tschantz, Ling Huang, Peter L. Bartlett, Anthony D. Joseph, J. Doug Tygar:
Large-Margin Convex Polytope Machine. NIPS 2014: 3248-3256
2013
[c61]
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  - conf/ccs/KantchelianAHIMTGJT13
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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: 99-110
2012
[c60]
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  - conf/ccs/KantchelianMHAJT12
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Alex Kantchelian, Justin Ma, Ling Huang, Sadia Afroz, Anthony D. Joseph, J. D. Tygar:
Robust detection of comment spam using entropy rate. AISec 2012: 59-70

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