Cover Image

Cross-Layer Detection of Wireless Misbehavior Using 5G RAN Telemetry and Operational Metadata

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Ganiuly, Daniyal, Bolatbek, Nurzhau, Smaiyl, Assel
Format:	Preprint
Published:	2025
Subjects:	Cryptography and Security
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Stability-Drift Early Warning for Cyber-Physical Systems Under Degradation Attacks
by: Ganiuly, Daniyal, et al.
Published: (2025)

Security Risks Introduced by Weak Authentication in Smart Home IoT Systems
by: Ganiuly, Daniyal, et al.
Published: (2025)

Failure Analysis of Safety Controllers in Autonomous Vehicles Under Object-Based LiDAR Attacks
by: Ganiuly, Daniyal, et al.
Published: (2025)

Managed TLS Under Migration: Authentication Authority Across CDN and Hosting Transitions
by: Ganiuly, Daniyal, et al.
Published: (2025)

Slice-Aware Spoofing Detection in 5G Networks Using Lightweight Machine Learning
by: Ganiuly, Daniyal, et al.
Published: (2025)

Trustworthiness Calibration Framework for Phishing Email Detection Using Large Language Models
by: Ganiuly, Daniyal, et al.
Published: (2025)

Prompt Injection as an Emerging Threat: Evaluating the Resilience of Large Language Models
by: Ganiuly, Daniyal, et al.
Published: (2025)

A Secure Edge Gateway Architecture for Wi-Fi-Enabled IoT
by: Ganiuly, Daniyal, et al.
Published: (2025)

MistralBSM: Leveraging Mistral-7B for Vehicular Networks Misbehavior Detection
by: Hamhoum, Wissal, et al.
Published: (2024)

When AIOps Become "AI Oops": Subverting LLM-driven IT Operations via Telemetry Manipulation
by: Pasquini, Dario, et al.
Published: (2025)

Timing and Memory Telemetry on GPUs for AI Governance
by: Monfared, Saleh K., et al.
Published: (2026)

Layerwise Convergence Fingerprints for Runtime Misbehavior Detection in Large Language Models
by: Min, Nay Myat, et al.
Published: (2026)

When Connectivity Is Not Enough: Cross-Layer Attacks on UAV C2 over 5G
by: Sonaglio, Wagner Comin, et al.
Published: (2026)

Malicious Package Detection using Metadata Information
by: Halder, S., et al.
Published: (2024)

Breaking 5G on The Lower Layer
by: Shanto, Subangkar Karmaker, et al.
Published: (2026)

AttentionGuard: Transformer-based Misbehavior Detection for Secure Vehicular Platoons
by: Li, Hexu, et al.
Published: (2025)

An Open-RAN Testbed for Detecting and Mitigating Radio-Access Anomalies
by: Bogucka, Hanna, et al.
Published: (2025)

Striking Back At Cobalt: Using Network Traffic Metadata To Detect Cobalt Strike Masquerading Command and Control Channels
by: Parssegny, Clément, et al.
Published: (2025)

VeriPHY: Physical Layer Signal Authentication for Wireless Communication in 5G Environments
by: Robinson, Clifton Paul, et al.
Published: (2025)

ARCANE: Cross-Campaign Attacker Re-identification via Passive Beacon Telemetry -- A Bayesian Network Framework for Longitudinal Cyber Attribution
by: Weinberg, Abraham Itzhak
Published: (2026)

StormShield: Fingerprint-Based Detection and Mitigation of RRC Signaling Storms in O-RAN 5G RANs
by: Giustini, Noemi, et al.
Published: (2026)

CSTS: A Canonical Security Telemetry Substrate for AI-Native Cyber Detection
by: Rahman, Abdul
Published: (2026)

Unprotected 4G/5G Control Procedures at Low Layers Considered Dangerous
by: Ludant, Norbert, et al.
Published: (2024)

An Architecture for Privacy-Preserving Telemetry Scheme
by: Odoh, Kenneth
Published: (2025)

LLM-Driven APT Detection for 6G Wireless Networks: A Systematic Review and Taxonomy
by: Golec, Muhammed, et al.
Published: (2025)

Jamming Smarter, Not Harder: Exploiting O-RAN Y1 RAN Analytics for Efficient Interference
by: Ganiyu, Abiodun, et al.
Published: (2025)

Beyond Metadata: Multimodal, Policy-Aware Detection of YouTube Scam Videos
by: Kulsum, Ummay, et al.
Published: (2025)

Secure Multi-hop Telemetry Broadcasts for UAV Swarm Communication
by: Rotta, Randolf, et al.
Published: (2024)

An Efficient Anomaly Detection Framework for Wireless Sensor Networks Using Markov Process
by: Mishra, Rahul, et al.
Published: (2025)

A Multi-Layer Cloud-IDS Pipeline with LLM and Adaptive Q-Learning Calibration
by: Ali, Syed Waqas, et al.
Published: (2026)

Securing Open RAN: A Survey of Cryptographic Challenges and Emerging Solutions for 5G
by: Barker, Ryan, et al.
Published: (2025)

Evaluation of Security-Induced Latency on 5G RAN Interfaces and User Plane Communication
by: Michaelides, Sotiris, et al.
Published: (2026)

Domainator: Detecting and Identifying DNS-Tunneling Malware Using Metadata Sequences
by: Petrov, Denis, et al.
Published: (2025)

Attention in Motion: Secure Platooning via Transformer-based Misbehavior Detection
by: Kalogiannis, Konstantinos, et al.
Published: (2025)

Metadata-private Messaging without Coordination
by: Jiang, Peipei, et al.
Published: (2025)

Cross-Domain AI for Early Attack Detection and Defense Against Malicious Flows in O-RAN
by: Xavier, Bruno Missi, et al.
Published: (2024)

ConfuGuard: Using Metadata to Detect Active and Stealthy Package Confusion Attacks Accurately and at Scale
by: Jiang, Wenxin, et al.
Published: (2025)

Cross-Service Token: Finding Attacks in 5G Core Networks
by: Chen, Anqi, et al.
Published: (2025)

Metadata Privacy Beyond Tunneling for Instant Messaging
by: Nelson, Boel, et al.
Published: (2022)

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