Concept
Lutte anti-spam
Publications associées (38)
Global, Passive Detection of Connection Tampering
Louis-Henri Manuel Jakob Merino
In-network devices around the world monitor and tamper with connections for many reasons, including intrusion prevention, combating spam or phishing, and country-level censorship. Connection tampering seeks to block access to specific domain names or keywo ...
New York2023Byzantine Machine Learning Made Easy By Resilient Averaging of Momentums
Rachid Guerraoui, Nirupam Gupta, John Stephan, Sadegh Farhadkhani, Rafaël Benjamin Pinot
Byzantine resilience emerged as a prominent topic within the distributed machine learning community. Essentially, the goal is to enhance distributed optimization algorithms, such as distributed SGD, in a way that guarantees convergence despite the presence ...
PMLR2022Federated Learning with Bayesian Differential Privacy
Boi Faltings, Aleksei Triastcyn
We consider the problem of reinforcing federated learning with formal privacy guarantees. We propose to employ Bayesian differential privacy, a relaxation of differential privacy for similarly distributed data, to provide sharper privacy loss bounds. We ad ...
IEEE2019Reconstruction of 3D scattered data via radial basis functions by efficient and robust techniques
We propose new algorithms to overcome two of the most constraining limitations of surface reconstruction methods in use. In particular, we focus on the large amount of data characterizing standard acquisitions by scanner and the noise intrinsically introdu ...
Elsevier Science Bv2017Template Induction over Unstructured Email Corpora
Unsupervised template induction over email data is a central component in applications such as information extraction, document classification, and auto-reply. The benefits of automatically generating such templates are known for structured data, e.g. mach ...
International World Wide Web Conferences Steering Committee Republic and Canton of Geneva, Switzerland ©20172017Joint Operation of Voice Biometrics and Presentation Attack Detection
Research in the area of automatic speaker verification (ASV) has advanced enough for the industry to start using ASV systems in practical applications. However, as it was also shown for fingerprints, face, and other verification systems, ASV systems are hi ...
Idiap2016On the use of client identity information for face anti-spoofing
With biometrics playing the role of a password which can not be replaced if stolen, the necessity of establishing counter- measures to biometric spoofing attacks has been recognized. Regardless of the biometric mode, the typical approach of anti-spoofing s ...
2015