Zobrazeno 1 - 10
of 12
pro vyhledávání: '"Milad Nasr"'
Autor:
Xinyu Tang, Milad Nasr, Saeed Mahloujifar, Virat Shejwalkar, Liwei Song, Amir Houmansadr, Prateek Mittal
Publikováno v:
Proceedings on Privacy Enhancing Technologies. 2022:332-350
Label differential privacy is a relaxation of differential privacy for machine learning scenarios where the labels are the only sensitive information that needs to be protected in the training data. For example, imagine a survey from a participant in
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::d0efde20fbe81f7fe1751b3411fee4b1
https://doi.org/10.56553/popets-2022-0112
https://doi.org/10.56553/popets-2022-0112
Publikováno v:
CCS
There is significant enthusiasm for the employment of Deep Neural Networks (DNNs) for important tasks in major wireless communication systems: channel estimation and decoding in orthogonal frequency division multiplexing (OFDM) systems, end-to-end au
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::3521b956c4d9419793a86fb524dde100
https://doi.org/10.1145/3460120.3484777
https://doi.org/10.1145/3460120.3484777
Publikováno v:
IEEE Symposium on Security and Privacy
Differentially private (DP) machine learning allows us to train models on private data while limiting data leakage. DP formalizes this data leakage through a cryptographic game, where an adversary must predict if a model was trained on a dataset D, o
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::fa205157f52abab9efc64d8b236b3d89
Publikováno v:
NDSS
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::6051c904d1a9f9de99b61b7563173463
https://doi.org/10.14722/ndss.2020.24340
https://doi.org/10.14722/ndss.2020.24340
Autor:
Milad Nasr, Michael Carl Tschantz
Publikováno v:
FAT*
Interactions between bids to show ads online can lead to an advertiser's ad being shown to more men than women even when the advertiser does not target towards men. We design bidding strategies that advertisers can use to avoid such emergent discrimi
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::711fe7f1d87b7701ea5be5c905f37bc0
http://arxiv.org/abs/1909.02156
http://arxiv.org/abs/1909.02156
Publikováno v:
NDSS
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::5fcea7514660654de253ee8940e853f8
https://doi.org/10.14722/ndss.2019.23496
https://doi.org/10.14722/ndss.2019.23496
Publikováno v:
CCS
Machine learning models leak information about the datasets on which they are trained. An adversary can build an algorithm to trace the individual members of a model's training dataset. As a fundamental inference attack, he aims to distinguish betwee
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::ea137b3cffdca0f3dd10177bc45d70dc
https://doi.org/10.1145/3243734.3243855
https://doi.org/10.1145/3243734.3243855
Publikováno v:
CCS
Traffic analysis is the practice of inferring sensitive information from communication patterns, particularly packet timings and packet sizes. Traffic analysis is increasingly becoming relevant to security and privacy with the growing use of encrypti
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::e3e9869d129edaf07dc04e14c473e5ef
https://doi.org/10.1145/3133956.3134074
https://doi.org/10.1145/3133956.3134074
Publikováno v:
CCS
Decoy routing is an emerging approach for censorship circumvention in which circumvention is implemented with help from a number of volunteer Internet autonomous systems, called decoy ASes. Recent studies on decoy routing consider all decoy routing s
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::0c5ca16a9325c0e4d04a65a2cf45bd92
https://doi.org/10.1145/3133956.3134075
https://doi.org/10.1145/3133956.3134075
Autor:
Amir Houmansadr, Milad Nasr
Publikováno v:
ACM Conference on Computer and Communications Security
Decoy routing is a promising new approach for censorship circumvention that relies on traffic re-direction by volunteer autonomous systems. Decoy routing is subject to a fundamental censorship attack, called routing around decoy (RAD), in which the c
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::b10427fb6288e42ca58109ee6ae23fa4
https://doi.org/10.1145/2976749.2978367
https://doi.org/10.1145/2976749.2978367