Stealing Machine Learning Models via Prediction APIs
report successful reverse-engineering of the (only par-tially documented) model type employed by Amazon. • A new path-finding algorithm for extracting decision trees that abuses confidence values as quasi-identifiers for paths. To our knowledge, this is the first example
Download Stealing Machine Learning Models via Prediction APIs
Information
Domain:
Source:
Link to this page:
Please notify us if you found a problem with this document:
Advertisement
Documents from same domain
UC San Diego On the effectiveness of mitigations …
www.usenix.orgOn the effectiveness of mitigations against floating-point timing channels David Kohlbrenner Hovav Shacham UC San Diego How effective are?
Atingsa, Points, Effectiveness, Floating, Mitigation, Timing, Channel, On the effectiveness of mitigations, On the effectiveness of mitigations against floating point timing channels
Strangely Enough It All Turns Out Well - usenix.org
www.usenix.org• Venture Capital 101 and Building the Business • End Game – Acquisition Angst – and Assimilation • Working for Corporate America • Things I will do differently next time …. A Brief History of Softway Systems • The Mission: build an environment to allow UNIX apps to be
F Reload: A High Resolution, Low Noise, L3 Cache Side ...
www.usenix.orgFlush+Reload: A High Resolution, Low Noise, L3 Cache Side-Channel Attack ... FLUSH +RELOAD: a High Resolution, Low Noise, L3 Cache Side-Channel Attack Yuval Yarom Katrina Falkner The University of Adelaide Abstract Sharing memory pages between non-trusting processes is a common method of reducing the memory footprint of multi-tenanted systems ...
High, Noise, Resolution, Low noise, Cache, High resolution, L3 cache
Identifying Trends in Enterprise Data Protection Systems
www.usenix.orgIdentifying Trends in Enterprise Data Protection Systems George Amvrosiadis Dept. of Computer Science, University of Toronto ... Understanding com- ... ratios Deduplication can result in the reduction of backup image sizes by more than 88%,
Identifying, Data, Protection, Understanding, Trends, Enterprise, Ratios, Deduplication, Identifying trends in enterprise data protection, Ratios deduplication
Estimating Unseen Deduplication— from Theory to Practice
www.usenix.orgment depends on the data itself and on the storage media that it resides on. The technique is based ... deduplication and data reduction in general, makes more sense than ever. Combined with the popularity of modern ... Understanding the estimation accuracy. The proofs of accuracy of the Unseen algorithm are the-
www.usenix.org
www.usenix.orgArchitecture and Implementation R. A. P. of Guide, an Object-Oriented Distributed System Balter, J. Bernadat, D. Decouchant, A. Duda, Freyssinet, S. Krakowiak, M ...
Guide, System, Implementation, Distributed, Object, Oriented, An object oriented distributed system
Fear the Reaper: Characterization and Fast Detection of ...
www.usenix.orgFear the Reaper: Characterization and Fast Detection of Card Skimmers Nolen Scaife University of Florida scaife@ufl.edu Christian Peeters University of Florida
Under New Management: Practical Attacks on SNMPv3
www.usenix.orgdone via SNMP, the serial port, or a web interface. Of these options, only SNMP allows for scalable configura-tion management accross a diverse group of devices. For example, a managed LAN switch can be configured with features such as port specific Quality of Service (QoS)
File Systems Fated for Senescence? Nonsense, Says Science!
www.usenix.organd file system design that could substantially affect ag-ing. For example, a back-of-the-envelope analysis sug-gests that aging should get worse as rotating disks get
Core Job Descriptions - USENIX
www.usenix.org4 / Core Job Descriptions n Ability to identify/locate shared resources and perform simple tasks (e.g., manipulate jobs in a print queue, figure out why a network file system isn’t available) n Works well alone or on a team Required Background n Two years of college …
Related documents
GUIDE DES BONNES PRATIQUES DE L’INFORMATIQUE
www.ssi.gouv.frRéalisé par le biais d’un partenariat entre l’Agence Nationale de Sécurité des Systèmes d’Information (ANSSI) et la CPME, ce guide a pour objectif de vous informer sur les risques et les moyens de vous en prémunir en acquérant des réflexes simples pour …
Etat des lieux Niveau Preuve Gradation
www.has-sante.frSelon le domaine exploré (diagnostic, pronostic, dépistage, traitement, etc.) un fort niveau de preuve peut être donné par des études dont le type de protocole sera différent . Le tableau 1 présente une classification générale du niveau de preuve d’une étude. Tableau 1. Classification générale du niveau de preuve d’une étude
Current per diem rates Last update / Dernière mise à jour ...
ec.europa.euLes taux publiés le 17 mars 2017 restent d’application. Dans le cadre des contrats d'aide extérieure financés par la Commission les per diem applicables ne peuvent pas excéder les barèmes détaillés ci-dessous. Les per diem couvrent le logement, les repas, les frais de transport à l'intérieur du lieu de mission et les frais divers.
L’évolution de l’engagement bénévole associatif en France ...
www.francebenevolat.orgPour éviter tout biais, le questionnaire (joint en annexe) est strictement identique d’une année sur l’autre, depuis celui qui avait été élaboré en 2010 par France Bénévolat, avec l’appui de Recherches et Solidarités et l’avis technique de l’IFOP.
Introduction aux concepts de la sécurité alimentaire
www.fao.orgpar des catastrophes naturelles ou par une récession économique. Il existe diverses options: Il existe diverses options: • Des programmes d’alimentation directement ciblés: Notamment les repas scolaires, l’alimentation de femmes enceintes et de mères allaitantes, ainsi que des enfants de moins de cinq ans par le biais des centres de
LE CIRC CLASSE LES CHAMPS ELECTROMAGNETIQUES DE ...
www.iarc.who.intPage 3 LE CIRC CLASSE LES CHAMPS ELECTROMAGNETIQUES DE RADIOFREQUENCES COMME « PEUT-ETRE CANCEROGENES POUR L’HOMME » de l’étude Interphone et non encore publiés, mais acceptés pour publication, ont été mis à disposition du Groupe de Travail peu avant la réunion, et inclus dans l’évaluation.