Antonio Emanuele Ciná - Publications, H-index & Citations

Antonio Emanuele Ciná

university of genoa

8H指数

46论文数

295被引数

收录论文 9

发表时间

HORNET: Fast and minimal adversarial perturbations HORNET: 快速且最小的对抗性扰动

Information Sciences

IF6.8

2026-01-01

OAAI

Wu, Jiaping; Cina, Antonio Emanuele; Villani, Francesco; Xia, Zhaoqiang; Demetrio, Luca; Oneto, Luca; Anguita, Davide; Roli, Fabio; Feng, Xiaoyi

Sonic: Fast and transferable data poisoning on clustering algorithms Sonic: 针对聚类算法的快速且可迁移的数据投毒

Information Sciences

IF6.8

2026-01-01

OAAI

Villani, Francesco; Lazzaro, Dario; Cina, Antonio Emanuele; Dell'Amico, Matteo; Biggio, Battista; Roli, Fabio

Evaluating the robustness of explainable AI in medical image recognition under natural and adversarial data corruption 评估可解释人工智能在自然和对抗性数据损坏下的医学图像识别鲁棒性

Machine Learning

IF2.9

2025-12-14

OAAI

Sara Repetto; Igor Maljkovic; Michele Lotto; Antonio Emanuele Cinà; Sebastiano Vascon; Fabio Roli

Poison once, fool many: Practical poisoning attacks against text-to-image retrieval systems 一次投毒，多人受骗：针对文本到图像检索系统的实用投毒攻击

Knowledge-Based Systems

IF7.6

2025-12-12

OAAI

Dario Lazzaro; Raffaele Mura; Antonio Emanuele CIná; Giuseppe Laurita; Gianni Vercelli; Luca Oneto; Battista Biggio; Fabio Roli

On the robustness of adversarial training against uncertainty attacks 对抗训练对不确定性攻击的鲁棒性

Pattern Recognition

IF7.6

2025-10-03

OAAI

Emanuele Ledda; Giovanni Scodeller; Daniele Angioni; Giorgio Piras; Antonio Emanuele Cinà; Giorgio Fumera; Battista Biggio; Fabio Roli

Robust classification with multi-modal models 多模态模型的鲁棒性分类

PATTERN RECOGNITION LETTERS

IF3.3

2025-05-28

OAAI

Villani, Francesco; Maljkovic, Igor; Lazzaro, Dario; Sotgiu, Angelo; Cina, Antonio Emanuele; Roli, Fabio

Backdoor learning curves: explaining backdoor poisoning beyond influence functions

INTERNATIONAL JOURNAL OF MACHINE LEARNING AND CYBERNETICS

IF2.7

2024-09-26

OAAI

Cina, Antonio Emanuele; Grosse, Kathrin; Vascon, Sebastiano; Demontis, Ambra; Biggio, Battista; Roli, Fabio; Pelillo, Marcello

Wild Patterns Reloaded: A Survey of Machine Learning Security against Training Data Poisoning

ACM COMPUTING SURVEYS

IF28

2023-07-13

OAAI

Cina, Antonio Emanuele; Grosse, Kathrin; Demontis, Ambra; Vascon, Sebastiano; Zellinger, Werner; Moser, Bernhard A.; Oprea, Alina; Biggio, Battista; Pelillo, Marcello; Roli, Fabio

A black-Box adversarial attack for poisoning clustering

PATTERN RECOGNITION

IF7.6

2022-02-01

OAAI

Cina, Antonio Emanuele; Torcinovich, Alessandro; Pelillo, Marcello

研究方向