BSides Edmonton 2025·45 min
Morshedul Islam · Suraj Neupane
Presenters detail vulnerability discovery and exploitation in Federated Learning: Schemes, Privacy, and Security by Md Morshedul Islam, Suraj Neupane.
federatedlearningscheme+3
federated
31 talks tagged with this topic.
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IEEE Symposium on Security and Privacy·14 min
Engineers explore architecture and security mechanisms for ADI: Adversarial Dominating Inputs in Vertical Federated Learning Systems.
adversarialdominatinginput+3
IEEE Symposium on Security and Privacy·17 min
Analysts investigate attack surfaces and defenses concerning ELSA: Secure Aggregation for Federated Learning with Malicious Actors.
elsaaggregationfederated+3
IEEE Symposium on Security and Privacy·13 min
Industry experts analyze emerging threats surrounding FedRecover: Recovering from Poisoning Attacks in Federated Learning using Historical Information.
fedrecoverrecoveringpoisoning+3
IEEE Symposium on Security and Privacy·16 min
Applications to Private Federated Learning
Presenters detail vulnerability discovery and exploitation in Multi-Round Single-Server Secure Aggregation with Applications to Private Federated Learning.
multi-roundsingle-serveraggregation+3
IEEE Symposium on Security and Privacy·15 min
Security researchers examine technical aspects of RoFL: Robustness of Secure Federated Learning.
robustnessroflrobustnes+2
IEEE Symposium on Security and Privacy·14 min
Security researchers examine technical aspects of Scalable and Privacy-Preserving Federated Principal Component Analysis.
scalableprivacy-preservingfederated+3
IEEE Symposium on Security and Privacy·18 min
Industry experts analyze emerging threats surrounding SNARKBlock: Federated Anonymous Blocklisting from Hidden Common Input Aggregate Proofs.
snarkblockfederatedanonymou+2
OWASP Foundation·30 min
AppSecUSA 2017 analyzes Federated Login CSRF.
csrffederatedlogin
The Linux Foundation·36 min
Ori Shadmon · Moshe Shadmon
Examines edgeLake-FL: An Automated Federated Learning Platform for the Edge and evaluates key implications for security practitioners.
edgelake-flautomatedfederated+2
The Linux Foundation·36 min
Tianjian Chen
Reviews federated AI in Future Digital Banking and evaluates key implications for security practitioners.
bankingfederatedfederated-future
The Linux Foundation·20 min
Huamin Chen · Ricardo Noriega De Soto · Red Hat Inc.
Provides federated Learning All-in-One Box and evaluates key implications for security practitioners.
federatedlearningall-in-one+2
The Linux Foundation·49 min
Anurag Agarwal · Tata Consultancy Services Ltd
Investigates federated Learning in 5G C-V2X and evaluates key implications for security practitioners.
federatedlearningc-v2x+2
The Linux Foundation·42 min
Henry Zhang · Layne Peng
Presents federated Learning: Unlocking the Values of Discrete Data for Enterprise and evaluates key implications for security practitioners.
federatedlearningunlocking+2
The Linux Foundation·31 min
Rishit Dagli · Shivay Lamba [Presented in English]
Outlines federated Machine Learning with Kubernetes - Rishit Dagli, & Shivay Lamba [Presented in English] and evaluates key implications for security practitioners.
machine-learningkubernetesfederated+2
The Linux Foundation·1 hr 7 min
Sanchit Sandeep Pathak · Akhil John
Demonstrates federated Monitoring Leveraging Open Source Technologies and evaluates key implications for security practitioners.
open-sourcemonitoringfederated+1
The Linux Foundation·43 min
OPA... Hiroki Ito · Shusuke Takahashi
Reviews federated Vector Retrieval Across Organizations With Milvus, OPA... Hiroki Ito & Shusuke Takahashi and evaluates key implications for security practitioners.
federatedvectorretrieval+2
The Linux Foundation·31 min
Mohak Chadha
Discusses fedLess: Secure and Scalable Serverless Federated Learning and evaluates key implications for security practitioners.
serverlessfedlesscalable+2
The Linux Foundation·30 min
Myungjin Lee · Cisco Research
Discusses how to Adopt Emerging Federated Learning Technologies and evaluates key implications for security practitioners.
adoptemergingfederated+2
The Linux Foundation·33 min
Dell EMC
Discusses keynote: Federated Analytics at Scale - Patricia Florissi, VP & Global CTO for Sales, Dell EMC and evaluates key implications for security practitioners.
federatedanalyticscale+1
The Linux Foundation·55 min
LF Live Webinar: Solving for Federated Applications: How We Run CockroachDB on Multiple K8s Clusters
Evaluates LF Live Webinar: Solving for Federated Applications: how teams Run CockroachDB on Multiple K8s Clusters and evaluates key implications for security practitioners.
k8ssolvingfederated
The Linux Foundation·32 min
Ezequiel Lanza
Details openFL: A Federated Learning Project to Power (and Secure) Your Projects and evaluates key implications for security practitioners.
openflfederatedlearning+1
The Linux Foundation·16 min
Victor Sucasas
Reviews petalGuard, A Privacy-preserving Federated Learning Framework and evaluates key implications for security practitioners.
frameworkpetalguardprivacy-preserving+2
The Linux Foundation·17 min
Analyzes why Intel Donated Open Federated Learning (OpenFL) To The Linux Foundation and evaluates key implications for security practitioners.
linuxinteldonated+1