Cover Image

Federated Learning Under Attack: Exposing Vulnerabilities through Data Poisoning Attacks in Computer Networks

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Nowroozi, Ehsan, Haider, Imran, Taheri, Rahim, Conti, Mauro
Format:	Preprint
Published:	2024
Subjects:	Cryptography and Security Artificial Intelligence Computers and Society Machine Learning Networking and Internet Architecture
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Mitigating Label Flipping Attacks in Malicious URL Detectors Using Ensemble Trees
by: Nowroozi, Ehsan, et al.
Published: (2024)

Evaluating Vulnerabilities of Connected Vehicles Under Cyber Attacks by Attack-Defense Tree
by: Mollah, Muhammad Baqer, et al.
Published: (2025)

Unlearning-Enhanced Website Fingerprinting Attack: Against Backdoor Poisoning in Anonymous Networks
by: Yuan, Yali, et al.
Published: (2025)

Network Hexagons Under Attack: Secure Crowdsourcing of Geo-Referenced Data
by: Obadofin, Okemawo, et al.
Published: (2025)

POPS: From History to Mitigation of DNS Cache Poisoning Attacks
by: Afek, Yehuda, et al.
Published: (2025)

Constrained Network Adversarial Attacks: Validity, Robustness, and Transferability
by: Grini, Anass, et al.
Published: (2025)

A Model Consistency-Based Countermeasure to GAN-Based Data Poisoning Attack in Federated Learning
by: Sun, Wei, et al.
Published: (2024)

Poisoning Attacks on Federated Learning-based Wireless Traffic Prediction
by: Zhang, Zifan, et al.
Published: (2024)

Learning the APT Kill Chain: Temporal Reasoning over Provenance Data for Attack Stage Estimation
by: Phan, Trung V., et al.
Published: (2026)

Network-level Censorship Attacks in the InterPlanetary File System
by: Matter, Jan, et al.
Published: (2025)

Bit-Flipping Attack Exploration and Countermeasure in 5G Network
by: Kim, Joon, et al.
Published: (2025)

Jupyter Notebook Attacks Taxonomy: Ransomware, Data Exfiltration, and Security Misconfiguration
by: Cao, Phuong
Published: (2024)

RevealNet: Distributed Traffic Correlation for Attack Attribution on Programmable Networks
by: Singh, Gurjot, et al.
Published: (2025)

How Feasible are Passive Network Attacks on 5G Networks and Beyond? A Survey
by: Bahar, Atmane Ayoub Mansour, et al.
Published: (2025)

A Framework for Detection and Classification of Attacks on Surveillance Cameras under IoT Networks
by: Amjid, Umair, et al.
Published: (2025)

ReDAN: An Empirical Study on Remote DoS Attacks against NAT Networks
by: Feng, Xuewei, et al.
Published: (2024)

A Survey on Enterprise Network Security: Asset Behavioral Monitoring and Distributed Attack Detection
by: Lyu, Minzhao, et al.
Published: (2023)

Cybersecurity of High-Altitude Platform Stations: Threat Taxonomy, Attacks and Defenses with Standards Mapping - DDoS Attack Use Case
by: Hjaiji, Chaouki, et al.
Published: (2025)

How Resilient is QUIC to Security and Privacy Attacks?
by: Sengupta, Jayasree, et al.
Published: (2024)

Progressive Pruning: Analyzing the Impact of Intersection Attacks
by: Döpmann, Christoph, et al.
Published: (2024)

Global BGP Attacks that Evade Route Monitoring
by: Birge-Lee, Henry, et al.
Published: (2024)

Saflo: eBPF-Based MPTCP Scheduler for Mitigating Traffic Analysis Attacks in Cellular Networks
by: Lee, Sangwoo, et al.
Published: (2025)

Initial Evidence of Elevated Reconnaissance Attacks Against Nodes in P2P Overlay Networks
by: Seidenberger, Scott, et al.
Published: (2024)

Combining Threat Intelligence with IoT Scanning to Predict Cyber Attack
by: Soni, Jubin Abhishek, et al.
Published: (2024)

Black-Box Evasion Attacks on Data-Driven Open RAN Apps: Tailored Design and Experimental Evaluation
by: Gajjar, Pranshav, et al.
Published: (2025)

Off-Path TCP Hijacking in Wi-Fi Networks: A Packet-Size Side Channel Attack
by: Wang, Ziqiang, et al.
Published: (2024)

Security Testbed for Preempting Attacks against Supercomputing Infrastructure
by: Cao, Phuong, et al.
Published: (2024)

Digital Twin Enabled Simultaneous Learning and Modeling for UAV-assisted Secure Communications with Eavesdropping Attacks
by: Yuan, Jieting, et al.
Published: (2026)

SoK: A Data-driven View on Methods to Detect Reflective Amplification DDoS Attacks Using Honeypots
by: Nawrocki, Marcin, et al.
Published: (2023)

A Scan-Based Analysis of Internet-Exposed IoT Devices Using Shodan Data
by: Williams, Richelle, et al.
Published: (2026)

Securing Distributed Network Digital Twin Systems Against Model Poisoning Attacks
by: Zhang, Zifan, et al.
Published: (2024)

Availability Attacks Without an Adversary: Evidence from Enterprise LANs
by: Paudyal, Rajendra, et al.
Published: (2026)

IXmon: Detecting and Analyzing DRDoS Attacks at Internet Exchange Points
by: Subramani, Karthika, et al.
Published: (2020)

Multi-Layer Secret Sharing for Cross-Layer Attack Defense in 5G Networks: a COTS UE Demonstration
by: Chan, Wai Ming, et al.
Published: (2025)

CONTINUUM: Detecting APT Attacks through Spatial-Temporal Graph Neural Networks
by: Bahar, Atmane Ayoub Mansour, et al.
Published: (2025)

Detecting Adversarial Spectrum Attacks via Distance to Decision Boundary Statistics
by: Zhao, Wenwei, et al.
Published: (2024)

Smart Grid: Cyber Attacks, Critical Defense Approaches, and Digital Twin
by: Zheng, Tianming, et al.
Published: (2022)

Noisy Neighbor: Exploiting RDMA for Resource Exhaustion Attacks in Containerized Clouds
by: Kim, Gunwoo, et al.
Published: (2025)

Forward to Hell? On the Potentials of Misusing Transparent DNS Forwarders in Reflective Amplification Attacks
by: Koch, Maynard, et al.
Published: (2025)

Multi Layer Protection Against Low Rate DDoS Attacks in Containerized Systems
by: Fareed, Ahmad, et al.
Published: (2026)