Manipulating Machine Learning Poisoning Attacks & Countermeasures

Manipulating Machine Learning Poisoning Attacks & CountermeasuresПодробнее

Manipulating Machine Learning Poisoning Attacks & Countermeasures

04. Machine Learning Security: Countering Evasion and PoisoningПодробнее

04. Machine Learning Security: Countering Evasion and Poisoning

Data Poisoning Attacks on Federated Machine LearningПодробнее

Data Poisoning Attacks on Federated Machine Learning

AI/ML Data Poisoning Attacks Explained and Analyzed-TechnicalПодробнее

AI/ML Data Poisoning Attacks Explained and Analyzed-Technical

Data PoisoningПодробнее

Data Poisoning

Data Poisoning Attacks Against Federated Learning SystemsПодробнее

Data Poisoning Attacks Against Federated Learning Systems

EC4 – Robustness against Poisoning Attacks in Centralized and Federated Deep Learning ScenariosПодробнее

EC4 – Robustness against Poisoning Attacks in Centralized and Federated Deep Learning Scenarios

The undetected cyber security threat: Data PoisoningПодробнее

The undetected cyber security threat: Data Poisoning

Manipulating Machine Learning: Poisoning Attacks & CountermeasuresПодробнее

Manipulating Machine Learning: Poisoning Attacks & Countermeasures

SparseFed: Mitigation Model Poisoning Attacks in Federated Learning with SparsificationПодробнее

SparseFed: Mitigation Model Poisoning Attacks in Federated Learning with Sparsification

USENIX Security '22 - Poisoning Attacks to Local Differential Privacy Protocols for Key-Value DataПодробнее

USENIX Security '22 - Poisoning Attacks to Local Differential Privacy Protocols for Key-Value Data

USENIX Security '21 - Explanation-Guided Backdoor Poisoning Attacks Against Malware ClassifiersПодробнее

USENIX Security '21 - Explanation-Guided Backdoor Poisoning Attacks Against Malware Classifiers

NDSS 2021 Data Poisoning Attacks to Deep Learning Based Recommender SystemsПодробнее

NDSS 2021 Data Poisoning Attacks to Deep Learning Based Recommender Systems

Talk 5: Tom Goldstein - Poisoning Attacks on Computer Vision ModelsПодробнее

Talk 5: Tom Goldstein - Poisoning Attacks on Computer Vision Models

Dataset Poisoning on the Industrial ScaleПодробнее

Dataset Poisoning on the Industrial Scale

Poisoning attacks, explained by Florian Tramér, PhD #aisecurity #MLSecOps #ai #airisksПодробнее

Poisoning attacks, explained by Florian Tramér, PhD #aisecurity #MLSecOps #ai #airisks

Protect AI or ML Models from Data poisoning,Membership inference and model inversion attacksПодробнее

Protect AI or ML Models from Data poisoning,Membership inference and model inversion attacks

Just How Practical Are Data Poisoning Attacks? | The MLSecOps PodcastПодробнее

Just How Practical Are Data Poisoning Attacks? | The MLSecOps Podcast

USENIX Security '18 - When Does Machine Learning FAIL?...Подробнее

USENIX Security '18 - When Does Machine Learning FAIL?...

Back to the Drawing Board: A Critical Evaluation of Poisoning Attacks on Federated LearningПодробнее

Back to the Drawing Board: A Critical Evaluation of Poisoning Attacks on Federated Learning

[DSC 5.0] Security of Machine Learning - Jelena MilosevicПодробнее

[DSC 5.0] Security of Machine Learning - Jelena Milosevic