Evasion Attacks against Machine Learning at Test Time (English)
Free access
- New search for: Biggio, Battista
- New search for: Corona, Igino
- New search for: Maiorca, Davide
- New search for: Nelson, Blaine
- New search for: Šrndić, Nedim
- New search for: Laskov, Pavel
- New search for: Giacinto, Giorgio
- New search for: Roli, Fabio
- New search for: Biggio, Battista
- New search for: Corona, Igino
- New search for: Maiorca, Davide
- New search for: Nelson, Blaine
- New search for: Šrndić, Nedim
- New search for: Laskov, Pavel
- New search for: Giacinto, Giorgio
- New search for: Roli, Fabio
In:
Machine Learning and Knowledge Discovery in Databases
6
;
387-402
;
2013
- Article/Chapter (Book) / Electronic Resource
-
Title:Evasion Attacks against Machine Learning at Test Time
-
Contributors:Biggio, Battista ( author ) / Corona, Igino ( author ) / Maiorca, Davide ( author ) / Nelson, Blaine ( author ) / Šrndić, Nedim ( author ) / Laskov, Pavel ( author ) / Giacinto, Giorgio ( author ) / Roli, Fabio ( author )
-
Published in:Machine Learning and Knowledge Discovery in Databases , 6 ; 387-402Lecture Notes in Computer Science ; 8190, 6 ; 387-402
-
Publisher:
- New search for: Springer Berlin Heidelberg
-
Place of publication:Berlin, Heidelberg
-
Publication date:2013-01-01
-
Size:16 pages
-
ISBN:
-
ISSN:
-
DOI:
-
Type of media:Article/Chapter (Book)
-
Type of material:Electronic Resource
-
Language:English
-
Keywords:
-
Source:
Table of contents eBook
The tables of contents are generated automatically and are based on the data records of the individual contributions available in the index of the TIB portal. The display of the Tables of Contents may therefore be incomplete.
- 1
-
AR-Boost: Reducing Overfitting by a Robust Data-Driven Regularization StrategySaha, Baidya Nath / Kunapuli, Gautam / Ray, Nilanjan / Maldjian, Joseph A. / Natarajan, Sriraam et al. | 2013
- 17
-
Parallel Boosting with MomentumMukherjee, Indraneel / Canini, Kevin / Frongillo, Rafael / Singer, Yoram et al. | 2013
- 33
-
Inner Ensembles: Using Ensemble Methods Inside the Learning AlgorithmAbbasian, Houman / Drummond, Chris / Japkowicz, Nathalie / Matwin, Stan et al. | 2013
- 49
-
Learning Discriminative Sufficient Statistics Score Space for ClassificationLi, Xiong / Wang, Bin / Liu, Yuncai / Lee, Tai Sing et al. | 2013
- 65
-
The Stochastic Gradient Descent for the Primal L1-SVM Optimization RevisitedPanagiotakopoulos, Constantinos / Tsampouka, Petroula et al. | 2013
- 81
-
Bundle CDN: A Highly Parallelized Approach for Large-Scale ℓ1-Regularized Logistic RegressionBian, Yatao / Li, Xiong / Cao, Mingqi / Liu, Yuncai et al. | 2013
- 96
-
MORD: Multi-class Classifier for Ordinal RegressionAntoniuk, Kostiantyn / Franc, Vojtěch / Hlaváč, Václav et al. | 2013
- 112
-
Identifiability of Model Properties in Over-Parameterized Model ClassesJaeger, Manfred et al. | 2013
- 128
-
Exploratory LearningDalvi, Bhavana / Cohen, William W. / Callan, Jamie et al. | 2013
- 144
-
Semi-supervised Gaussian Process Ordinal RegressionSrijith, P. K. / Shevade, Shirish / Sundararajan, S. et al. | 2013
- 160
-
Influence of Graph Construction on Semi-supervised LearningSousa, Celso André R. / Rezende, Solange O. / Batista, Gustavo E. A. P. A. et al. | 2013
- 176
-
Tractable Semi-supervised Learning of Complex Structured Prediction ModelsChang, Kai-Wei / Sundararajan, S. / Keerthi, S. Sathiya et al. | 2013
- 192
-
PSSDL: Probabilistic Semi-supervised Dictionary LearningBabagholami-Mohamadabadi, Behnam / Zarghami, Ali / Zolfaghari, Mohammadreza / Baghshah, Mahdieh Soleymani et al. | 2013
- 208
-
Embedding with Autoencoder RegularizationYu, Wenchao / Zeng, Guangxiang / Luo, Ping / Zhuang, Fuzhen / He, Qing / Shi, Zhongzhi et al. | 2013
- 224
-
Reduced-Rank Local Distance Metric LearningHuang, Yinjie / Li, Cong / Georgiopoulos, Michael / Anagnostopoulos, Georgios C. et al. | 2013
- 240
-
Learning Exemplar-Represented Manifolds in Latent Space for ClassificationKong, Shu / Wang, Donghui et al. | 2013
- 256
-
Locally Linear Landmarks for Large-Scale Manifold LearningVladymyrov, Max / Carreira-Perpiñán, Miguel Á. et al. | 2013
- 272
-
Discovering Skylines of Subgroup SetsLeeuwen, Matthijs / Ukkonen, Antti et al. | 2013
- 288
-
Difference-Based Estimates for Generalization-Aware Subgroup DiscoveryLemmerich, Florian / Becker, Martin / Puppe, Frank et al. | 2013
- 304
-
Local Outlier Detection with InterpretationDang, Xuan Hong / Micenková, Barbora / Assent, Ira / Ng, Raymond T. et al. | 2013
- 321
-
Anomaly Detection in Vertically Partitioned Data by Distributed Core Vector MachinesStolpe, Marco / Bhaduri, Kanishka / Das, Kamalika / Morik, Katharina et al. | 2013
- 337
-
Mining Outlier Participants: Insights Using Directional Distributions in Latent ModelsSurian, Didi / Chawla, Sanjay et al. | 2013
- 353
-
Anonymizing Data with Relational and Transaction AttributesPoulis, Giorgos / Loukides, Grigorios / Gkoulalas-Divanis, Aris / Skiadopoulos, Spiros et al. | 2013
- 370
-
Privacy-Preserving Mobility Monitoring Using Sketches of Stationary Sensor ReadingsKamp, Michael / Kopp, Christine / Mock, Michael / Boley, Mario / May, Michael et al. | 2013
- 387
-
Evasion Attacks against Machine Learning at Test TimeBiggio, Battista / Corona, Igino / Maiorca, Davide / Nelson, Blaine / Šrndić, Nedim / Laskov, Pavel / Giacinto, Giorgio / Roli, Fabio et al. | 2013
- 403
-
The Top-k Frequent Closed Itemset Mining Using Top-k SAT ProblemJabbour, Said / Sais, Lakhdar / Salhi, Yakoub et al. | 2013
- 419
-
A Declarative Framework for Constrained ClusteringDao, Thi-Bich-Hanh / Duong, Khanh-Chuong / Vrain, Christel et al. | 2013
- 435
-
SNNAP: Solver-Based Nearest Neighbor for Algorithm PortfoliosCollautti, Marco / Malitsky, Yuri / Mehta, Deepak / O’Sullivan, Barry et al. | 2013
- 451
-
Area under the Precision-Recall Curve: Point Estimates and Confidence IntervalsBoyd, Kendrick / Eng, Kevin H. / Page, C. David et al. | 2013
- 467
-
Incremental Sensor Placement Optimization on Water NetworkXu, Xiaomin / Lu, Yiqi / Huang, Sheng / Xiao, Yanghua / Wang, Wei et al. | 2013
- 483
-
Detecting Marionette Microblog Users for Improved Information CredibilityWu, Xian / Feng, Ziming / Fan, Wei / Gao, Jing / Yu, Yong et al. | 2013
- 499
-
Will My Question Be Answered? Predicting “Question Answerability” in Community Question-Answering SitesDror, Gideon / Maarek, Yoelle / Szpektor, Idan et al. | 2013
- 515
-
Learning to Detect Patterns of CrimeWang, Tong / Rudin, Cynthia / Wagner, Daniel / Sevieri, Rich et al. | 2013
- 531
-
Space Allocation in the Retail Industry: A Decision Support System Integrating Evolutionary Algorithms and Regression ModelsPinto, Fábio / Soares, Carlos et al. | 2013
- 547
-
Forest-Based Point Process for Event Prediction from Electronic Health RecordsWeiss, Jeremy C. / Page, David et al. | 2013
- 563
-
On Discovering the Correlated Relationship between Static and Dynamic Data in Clinical Gait AnalysisSong, Yin / Zhang, Jian / Cao, Longbing / Sangeux, Morgan et al. | 2013
- 579
-
Computational Drug Repositioning by Ranking and Integrating Multiple Data SourcesZhang, Ping / Agarwal, Pankaj / Obradovic, Zoran et al. | 2013
- 595
-
Score As You Lift (SAYL): A Statistical Relational Learning Approach to Uplift ModelingNassif, Houssam / Kuusisto, Finn / Burnside, Elizabeth S. / Page, David / Shavlik, Jude / Santos Costa, Vítor et al. | 2013
- 612
-
A Theoretical Framework for Exploratory Data Mining: Recent Insights and Challenges AheadBie, Tijl / Spyropoulou, Eirini et al. | 2013
- 617
-
Tensor Factorization for Multi-relational LearningNickel, Maximilian / Tresp, Volker et al. | 2013
- 622
-
MONIC and Followups on Modeling and Monitoring Cluster TransitionsSpiliopoulou, Myra / Ntoutsi, Eirini / Theodoridis, Yannis / Schult, Rene et al. | 2013
- 627
-
Towards Robot Skill Learning: From Simple Skills to Table TennisPeters, Jan / Kober, Jens / Mülling, Katharina / Krämer, Oliver / Neumann, Gerhard et al. | 2013
- 632
-
Functional MRI Analysis with Sparse ModelsRish, Irina et al. | 2013
- 637
-
Image Hub Explorer: Evaluating Representations and Metrics for Content-Based Image Retrieval and Object RecognitionTomašev, Nenad / Mladenić, Dunja et al. | 2013
- 641
-
Ipseity – A Laboratory for Synthesizing and Validating Artificial Cognitive Systems in Multi-agent SystemsLauri, Fabrice / Gaud, Nicolas / Galland, Stéphane / Hilaire, Vincent et al. | 2013
- 645
-
OpenML: A Collaborative Science PlatformRijn, Jan N. / Bischl, Bernd / Torgo, Luis / Gao, Bo / Umaashankar, Venkatesh / Fischer, Simon / Winter, Patrick / Wiswedel, Bernd / Berthold, Michael R. / Vanschoren, Joaquin et al. | 2013
- 650
-
ViperCharts: Visual Performance Evaluation PlatformSluban, Borut / Lavrač, Nada et al. | 2013
- 654
-
Entityclassifier.eu: Real-Time Classification of Entities in Text with WikipediaDojchinovski, Milan / Kliegr, Tomáš et al. | 2013
- 659
-
Hermoupolis: A Trajectory Generator for Simulating Generalized Mobility PatternsPelekis, Nikos / Ntrigkogias, Christos / Tampakis, Panagiotis / Sideridis, Stylianos / Theodoridis, Yannis et al. | 2013
- 663
-
AllAboard: A System for Exploring Urban Mobility and Optimizing Public Transport Using Cellphone DataBerlingerio, Michele / Calabrese, Francesco / Lorenzo, Giusy / Nair, Rahul / Pinelli, Fabio / Sbodio, Marco Luca et al. | 2013
- 667
-
ScienScan – An Efficient Visualization and Browsing Tool for Academic SearchMirylenka, Daniil / Passerini, Andrea et al. | 2013
- 672
-
InVis: A Tool for Interactive Visual Data AnalysisPaurat, Daniel / Gärtner, Thomas et al. | 2013
- 677
-
Kanopy: Analysing the Semantic Network around Document TopicsHulpuş, Ioana / Hayes, Conor / Karnstedt, Marcel / Greene, Derek / Jozwowicz, Marek et al. | 2013
- 681
-
SCCQL : A Constraint-Based Clustering SystemAdam, Antoine / Blockeel, Hendrik / Govers, Sander / Aertsen, Abram et al. | 2013
- E1
-
Erratum: Area under the Precision-Recall Curve: Point Estimates and Confidence IntervalsBoyd, Kendrick / Eng, Kevin H. / Page, C. David et al. | 2013