Machine Learning Security against Data Poisoning: Are We There Yet?

Machine Learning Security against Data Poisoning: Are We There Yet?

12 April 2022

Antonio Emanuele Cinà

Ambra Demontis

Battista Biggio

Fabio Roli

Marcello Pelillo

Papers citing "Machine Learning Security against Data Poisoning: Are We There Yet?"

4 / 4 papers shown

Title
Knowledge Augmentation in Federation: Rethinking What Collaborative Learning Can Bring Back to Decentralized Data Wentai Wu Ligang He Saiqin Long Ahmed M. Abdelmoniem Yingliang Wu Rui Mao 50 0 0 05 Mar 2025
Federated Learning in Adversarial Environments: Testbed Design and Poisoning Resilience in Cybersecurity Hao Jian Huang Bekzod Iskandarov Mizanur Rahman FedML 47 1 0 15 Sep 2024
Minimizing Energy Consumption of Deep Learning Models by Energy-Aware Training Dario Lazzaro Antonio Emanuele Cinà Maura Pintor Ambra Demontis Battista Biggio Fabio Roli Marcello Pelillo 17 6 0 01 Jul 2023
Energy-Latency Attacks via Sponge Poisoning Antonio Emanuele Cinà Ambra Demontis Battista Biggio Fabio Roli Marcello Pelillo SILM 39 29 0 14 Mar 2022