Alina Oprea - Publications, H-index & Citations

Alina Oprea

Northeastern University

32H指数

145论文数

5.9K被引数

收录论文 9

发表时间

PoolFlip: A Multi-agent Reinforcement Learning Security Environment for Cyber Defense

GAME THEORY AND AI FOR SECURITY, GAMESEC 2025, PT I

IF0

2026-01-01

PREAI

Cadet, Xavier; Boboila, Simona; Dharmawan, Sie Hendrata; Oprea, Alina; Chin, Peter

How to Poison an xApp: Dissecting Backdoor Attacks to Deep Reinforcement Learning in Open Radio Access Networks 如何毒害xApp：剖析开放无线接入网络中深度强化学习的后门攻击

Computer Networks

IF4.6

2025-09-23

OAAI

Andrea Lacava; Stefano Maxenti; Leonardo Bonati; Salvatore D’Oro; Alina Oprea; Tommaso Melodia; Francesco Restuccia

CELEST: Federated Learning for Globally Coordinated Threat Detection CELEST：面向全球协同威胁检测的联邦学习

IEEE Transactions on Information Forensics and Security

IF8

2025-01-01

PREAI

Talha Ongun; Simona Boboila; Alina Oprea; Tina Eliassi-Rad; Jason Hiser; Jack Davidson

Backdoor Attacks in Peer-to-Peer Federated Learning 对等联合学习中的后门攻击

ACM TRANSACTIONS ON PRIVACY AND SECURITY

IF2.8

2024-12-11

OAAI

Syros, Georgios; Yar, Gokberk; Boboila, Simona; Nita-Rotaru, Cristina; Oprea, Alina

FL4IoT: IoT Device Fingerprinting and Identification Using Federated Learning

acm transactions on internet technology

IF3.7

2023-07-25

OAAI

Wang, Han; Eklund, David; Oprea, Alina; Raza, Shahid

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

FENCE: Feasible Evasion Attacks on Neural Networks in Constrained Environments

ACM TRANSACTIONS ON PRIVACY AND SECURITY

IF2.8

2022-07-21

OAAI

Chernikova, Alesia; Oprea, Alina

With Great Dispersion Comes Greater Resilience: Efficient Poisoning Attacks and Defenses for Linear Regression Models

IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY

IF8

2021-01-01

OAAI

Wen, Jialin; Zhao, Benjamin Zi Hao; Xue, Minhui; Oprea, Alina; Qian, Haifeng

New Approaches to Security and Availability for Cloud Data

COMMUNICATIONS OF THE ACM

IF12.2

2013-02-01

PREAI

Juels, Ari; Oprea, Alina

研究方向