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Justin Hsu
2019-02-20 19:57:41 -06:00
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bibs/myrefs.bib
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@@ -1,11 +1,42 @@
%%%%%%%%%%%%%%%%%%%%%%%%%%%% UNPUBLISHED %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
@unpublished{ACGHK18,
title = {Metric Semantics for Probabilistic Relational Reasoning},
@unpublished{ABHKKM19,
title = {Kantorovich Continuity of Probabilistic Programs},
author = {Aguirre, Alejandro and
Barthe, Gilles and
Hsu, Justin and
Kaminski, Benjamin Lucien and
Katoen, Joost-Pieter and
Matheja, Christoph},
year = 2019,
url = {https://arxiv.org/abs/1901.06540},
eprint = {1901.06540},
archivePrefix = {arXiv},
primaryClass = {cs.LO},
jh = yes,
}
@unpublished{BHYYZ19,
title = {Coupling Techniques for Reasoning about Quantum Programs},
author = {Barthe, Gilles and
Hsu, Justin and
Ying, Mingsheng and
Yu, Nengkun and
Zhou, Li},
year = 2019,
url = {https://arxiv.org/abs/1901.05184},
eprint = {1901.05184},
archivePrefix = {arXiv},
primaryClass = {cs.LO},
jh = yes,
}
@unpublished{ACGHK19,
title = {Probabilistic Relational Reasoning via Metrics},
author = {Azevedo de Amorim, Arthur and
Gaboardi, Marco and
Hsu, Justin and
Katsumata, {Shin-ya}},
year = 2018,
year = 2019,
url = {https://arxiv.org/abs/1807.05091},
eprint = {1807.05091},
archivePrefix = {arXiv},
@@ -13,23 +44,6 @@
jh = yes,
}
@unpublished{SKFHKKS18,
title = {Probabilistic Program Equivalence for {NetKAT}},
author = {Smolka, Steffen and
Kumar, Praveen and
Foster, Nate and
Hsu, Justin and
Kahn, David and
Kozen, Dexter and
Silva, Alexandra},
year = {2018},
jh = yes,
url = {https://arxiv.org/abs/1707.02772},
eprint = {1707.02772},
archivePrefix = {arXiv},
primaryClass = {cs.PL},
}
@unpublished{SBGHK17,
title = {Approximate Span Liftings},
author = {Sato, Tetsuya and
@@ -109,6 +123,40 @@
}
%%%%%%%%%%%%%%%%%%%%%%%%%%%% CONFERENCES %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
@inproceedings{SKFHKKS18,
title = {Scalable Verification of Probabilistic Network Programs},
author = {Smolka, Steffen and
Kumar, Praveen and
Foster, Nate and
Hsu, Justin and
Kozen, Dexter and
Silva, Alexandra},
booktitle = pldi19,
year = {2019},
jh = yes,
reviewed = yes,
url = {https://arxiv.org/abs/1707.02772},
eprint = {1707.02772},
archivePrefix = {arXiv},
primaryClass = {cs.PL},
}
@inproceedings{ZGBH19,
title = {Fake News Detection via NLP is Vulnerable to Adversarial Attacks},
author = {Zhou, Zhixuan and
Guan, Huankang and
Bhat, Meghana Moorthy and
Hsu, Justin},
year = 2019,
booktitle = icaart19,
jh = yes,
url = {https://arxiv.org/abs/1901.09657},
eprint = {1901.09657},
archivePrefix = {arXiv},
primaryClass = {cs.SI},
}
@article{SHA18,
title = {Trace Abstraction modulo Probability},
author = {Smith, Calvin and
@@ -120,7 +168,7 @@
journal = pacmpl,
volume = {3},
number = {POPL},
jhnote = "To appear at " # popl19 # ".",
jhnote = "Appeared at " # popl19 # ".",
eprint = {1810.12396},
archivePrefix = {arXiv},
primaryClass = {cs.PL},
@@ -142,7 +190,7 @@
journal = pacmpl,
volume = {3},
number = {POPL},
jhnote = "To appear at " # popl19 # ".",
jhnote = "Appeared at " # popl19 # ".",
reviewed = yes,
url = {https://arxiv.org/abs/1807.06091},
eprint = {1807.06091},
@@ -7092,3 +7140,148 @@ url={https://doi.org/10.1007/3-540-48224-5_35}
month=apr,
number={17--37},
}
@article{DBLP:journals/pacmpl/VakarKS19,
author = {Matthijs V{\'{a}}k{\'{a}}r and
Ohad Kammar and
Sam Staton},
title = {A domain theory for statistical probabilistic programming},
journal = {{PACMPL}},
issue = {{POPL}},
volume = {3},
pages = {36:1--36:29},
year = {2019},
url = {https://dl.acm.org/citation.cfm?id=3290349},
timestamp = {Thu, 10 Jan 2019 16:23:01 +0100},
biburl = {https://dblp.org/rec/bib/journals/pacmpl/VakarKS19},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1811-00741,
author = {Pang Wei Koh and
Jacob Steinhardt and
Percy Liang},
title = {Stronger Data Poisoning Attacks Break Data Sanitization Defenses},
journal = {CoRR},
volume = {abs/1811.00741},
year = {2018},
url = {http://arxiv.org/abs/1811.00741},
archivePrefix = {arXiv},
eprint = {1811.00741},
timestamp = {Mon, 26 Nov 2018 12:52:45 +0100},
biburl = {https://dblp.org/rec/bib/journals/corr/abs-1811-00741},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/SteinhardtKL17,
author = {Jacob Steinhardt and
Pang Wei Koh and
Percy S. Liang},
title = {Certified Defenses for Data Poisoning Attacks},
booktitle = nips17,
pages = {3520--3532},
year = {2017},
url = {http://papers.nips.cc/paper/6943-certified-defenses-for-data-poisoning-attacks},
timestamp = {Mon, 27 Nov 2017 12:38:48 +0100},
biburl = {https://dblp.org/rec/bib/conf/nips/SteinhardtKL17},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/corr/SzegedyZSBEGF13,
author = {Christian Szegedy and
Wojciech Zaremba and
Ilya Sutskever and
Joan Bruna and
Dumitru Erhan and
Ian J. Goodfellow and
Rob Fergus},
title = {Intriguing properties of neural networks},
booktitle = iclr14,
volume = {abs/1312.6199},
year = {2013},
url = {http://arxiv.org/abs/1312.6199},
archivePrefix = {arXiv},
eprint = {1312.6199},
timestamp = {Mon, 13 Aug 2018 16:47:28 +0200},
biburl = {https://dblp.org/rec/bib/journals/corr/SzegedyZSBEGF13},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/BiggioNL12,
author = {Battista Biggio and
Blaine Nelson and
Pavel Laskov},
title = {Poisoning Attacks against Support Vector Machines},
booktitle = icml12,
year = {2012},
url = {http://icml.cc/2012/papers/880.pdf},
timestamp = {Wed, 29 Mar 2017 16:45:25 +0200},
biburl = {https://dblp.org/rec/bib/conf/icml/BiggioNL12},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/ChaudhuriMS11,
author = {Kamalika Chaudhuri and
Claire Monteleoni and
Anand D. Sarwate},
title = {Differentially Private Empirical Risk Minimization},
journal = {Journal of Machine Learning Research},
volume = {12},
pages = {1069--1109},
year = {2011},
url = {http://dl.acm.org/citation.cfm?id=2021036},
timestamp = {Thu, 01 Dec 2011 14:06:59 +0100},
biburl = {https://dblp.org/rec/bib/journals/jmlr/ChaudhuriMS11},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/KiferST12,
author = {Daniel Kifer and
Adam D. Smith and
Abhradeep Thakurta},
title = {Private Convex Optimization for Empirical Risk Minimization with Applications to High-dimensional Regression},
booktitle = colt12,
pages = {25.1--25.40},
year = {2012},
url = {http://www.jmlr.org/proceedings/papers/v23/kifer12/kifer12.pdf},
timestamp = {Thu, 11 Sep 2014 07:28:56 +0200},
biburl = {https://dblp.org/rec/bib/journals/jmlr/KiferST12},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccs/FredriksonJR15,
author = {Matt Fredrikson and
Somesh Jha and
Thomas Ristenpart},
title = {Model Inversion Attacks that Exploit Confidence Information and Basic
Countermeasures},
booktitle = ccs15,
pages = {1322--1333},
year = {2015},
url = {https://doi.org/10.1145/2810103.2813677},
doi = {10.1145/2810103.2813677},
timestamp = {Tue, 06 Nov 2018 11:07:29 +0100},
biburl = {https://dblp.org/rec/bib/conf/ccs/FredriksonJR15},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uss/TramerZJRR16,
author = {Florian Tram{\`{e}}r and
Fan Zhang and
Ari Juels and
Michael K. Reiter and
Thomas Ristenpart},
title = {Stealing Machine Learning Models via Prediction APIs},
booktitle = usenix16,
pages = {601--618},
year = {2016},
url = {https://www.usenix.org/conference/usenixsecurity16/technical-sessions/presentation/tramer},
timestamp = {Mon, 05 Sep 2016 15:43:05 +0200},
biburl = {https://dblp.org/rec/bib/conf/uss/TramerZJRR16},
bibsource = {dblp computer science bibliography, https://dblp.org}
}