Enhancing O-RAN Security: Evasion Attacks and Robust Defenses for Graph Reinforcement Learning-based Connection Management
Fuente:
arXiv
Saved in:
| Main Authors: | Balakrishnan, Ravikumar, Arvinte, Marius, Himayat, Nageen, Nikopour, Hosein, Moustafa, Hassnaa |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Explainability Guided Adversarial Evasion Attacks on Malware Detectors
by: Aryal, Kshitiz, et al.
Published: (2024)
by: Aryal, Kshitiz, et al.
Published: (2024)
Intra-Section Code Cave Injection for Adversarial Evasion Attacks on Windows PE Malware File
by: Aryal, Kshitiz, et al.
Published: (2024)
by: Aryal, Kshitiz, et al.
Published: (2024)
ICL-EVADER: Zero-Query Black-Box Evasion Attacks on In-Context Learning and Their Defenses
by: He, Ningyuan, et al.
Published: (2026)
by: He, Ningyuan, et al.
Published: (2026)
System-level Analysis of Adversarial Attacks and Defenses on Intelligence in O-RAN based Cellular Networks
by: Chiejina, Azuka, et al.
Published: (2024)
by: Chiejina, Azuka, et al.
Published: (2024)
Learning from the Good Ones: Risk Profiling-Based Defenses Against Evasion Attacks on DNNs
by: Elnawawy, Mohammed, et al.
Published: (2025)
by: Elnawawy, Mohammed, et al.
Published: (2025)
Efficient Resource Management for Secure and Low-Latency O-RAN Communication
by: Abughazzah, Zaineh, et al.
Published: (2025)
by: Abughazzah, Zaineh, et al.
Published: (2025)
Defense against Joint Poison and Evasion Attacks: A Case Study of DERMS
by: Abdeen, Zain ul, et al.
Published: (2024)
by: Abdeen, Zain ul, et al.
Published: (2024)
System Password Security: Attack and Defense Mechanisms
by: Shi, Chaofang, et al.
Published: (2025)
by: Shi, Chaofang, et al.
Published: (2025)
Adversarial Agents: Black-Box Evasion Attacks with Reinforcement Learning
by: Domico, Kyle, et al.
Published: (2025)
by: Domico, Kyle, et al.
Published: (2025)
Black-Box Evasion Attacks on Data-Driven Open RAN Apps: Tailored Design and Experimental Evaluation
by: Gajjar, Pranshav, et al.
Published: (2025)
by: Gajjar, Pranshav, et al.
Published: (2025)
Quantum-Enhanced Secure Approval Voting Protocol
by: Sakhuja, Saiyam, et al.
Published: (2024)
by: Sakhuja, Saiyam, et al.
Published: (2024)
Reinforcement Learning-Based Approaches for Enhancing Security and Resilience in Smart Control: A Survey on Attack and Defense Methods
by: Zhang, Zheyu
Published: (2024)
by: Zhang, Zheyu
Published: (2024)
Enhancing Security in Deep Reinforcement Learning: A Comprehensive Survey on Adversarial Attacks and Defenses
by: Yichao, Wu, et al.
Published: (2025)
by: Yichao, Wu, 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)
by: Xavier, Bruno Missi, et al.
Published: (2024)
LATTEO: A Framework to Support Learning Asynchronously Tempered with Trusted Execution and Obfuscation
by: Kumar, Abhinav, et al.
Published: (2025)
by: Kumar, Abhinav, et al.
Published: (2025)
Defensive Prompt Patch: A Robust and Interpretable Defense of LLMs against Jailbreak Attacks
by: Xiong, Chen, et al.
Published: (2024)
by: Xiong, Chen, et al.
Published: (2024)
Rogue Cell: Adversarial Attack and Defense in Untrusted O-RAN Setup Exploiting the Traffic Steering xApp
by: Aizikovich, Eran, et al.
Published: (2025)
by: Aizikovich, Eran, et al.
Published: (2025)
Targeted Physical Evasion Attacks in the Near-Infrared Domain
by: Zimmer, Pascal, et al.
Published: (2025)
by: Zimmer, Pascal, et al.
Published: (2025)
E-SAGE: Explainability-based Defense Against Backdoor Attacks on Graph Neural Networks
by: Yuan, Dingqiang, et al.
Published: (2024)
by: Yuan, Dingqiang, et al.
Published: (2024)
Secure Tug-of-War (SecTOW): Iterative Defense-Attack Training with Reinforcement Learning for Multimodal Model Security
by: Dai, Muzhi, et al.
Published: (2025)
by: Dai, Muzhi, et al.
Published: (2025)
Enhanced MLLM Black-Box Jailbreaking Attacks and Defenses
by: Zhong, Xingwei, et al.
Published: (2025)
by: Zhong, Xingwei, et al.
Published: (2025)
Effectiveness of Adversarial Benign and Malware Examples in Evasion and Poisoning Attacks
by: Kozák, Matouš, et al.
Published: (2025)
by: Kozák, Matouš, et al.
Published: (2025)
Query Provenance Analysis: Efficient and Robust Defense against Query-based Black-box Attacks
by: Li, Shaofei, et al.
Published: (2024)
by: Li, Shaofei, et al.
Published: (2024)
Subgraph Reconstruction Attacks on Graph RAG Deployments with Practical Defenses
by: Song, Minkyoo, et al.
Published: (2026)
by: Song, Minkyoo, et al.
Published: (2026)
Distributed Backdoor Attacks on Federated Graph Learning and Certified Defenses
by: Yang, Yuxin, et al.
Published: (2024)
by: Yang, Yuxin, et al.
Published: (2024)
Managing Differentiated Secure Connectivity using Intents
by: Abdelrazek, Loay, et al.
Published: (2025)
by: Abdelrazek, Loay, et al.
Published: (2025)
Agent Security Bench (ASB): Formalizing and Benchmarking Attacks and Defenses in LLM-based Agents
by: Zhang, Hanrong, et al.
Published: (2024)
by: Zhang, Hanrong, et al.
Published: (2024)
AntiFLipper: A Secure and Efficient Defense Against Label-Flipping Attacks in Federated Learning
by: Rahman, Aashnan, et al.
Published: (2025)
by: Rahman, Aashnan, et al.
Published: (2025)
DYNAMITE: Dynamic Defense Selection for Enhancing Machine Learning-based Intrusion Detection Against Adversarial Attacks
by: Chen, Jing, et al.
Published: (2025)
by: Chen, Jing, et al.
Published: (2025)
A Hard-Label Black-Box Evasion Attack against ML-based Malicious Traffic Detection Systems
by: Liu, Zixuan, et al.
Published: (2025)
by: Liu, Zixuan, et al.
Published: (2025)
Stealth and Evasion in Rogue AP Attacks: An Analysis of Modern Detection and Bypass Techniques
by: Bacztub, Kaleb, et al.
Published: (2025)
by: Bacztub, Kaleb, et al.
Published: (2025)
Evolving Security in LLMs: A Study of Jailbreak Attacks and Defenses
by: Shang, Zhengchun, et al.
Published: (2025)
by: Shang, Zhengchun, et al.
Published: (2025)
Uncovering Attacks and Defenses in Secure Aggregation for Federated Deep Learning
by: Zhang, Yiwei, et al.
Published: (2024)
by: Zhang, Yiwei, et al.
Published: (2024)
Securing the Open RAN Infrastructure: Exploring Vulnerabilities in Kubernetes Deployments
by: Klement, Felix, et al.
Published: (2024)
by: Klement, Felix, et al.
Published: (2024)
Evaluating Vulnerabilities of Connected Vehicles Under Cyber Attacks by Attack-Defense Tree
by: Mollah, Muhammad Baqer, et al.
Published: (2025)
by: Mollah, Muhammad Baqer, et al.
Published: (2025)
DiffAttack: Evasion Attacks Against Diffusion-Based Adversarial Purification
by: Kang, Mintong, et al.
Published: (2023)
by: Kang, Mintong, et al.
Published: (2023)
Practicable Black-box Evasion Attacks on Link Prediction in Dynamic Graphs -- A Graph Sequential Embedding Method
by: Li, Jiate, et al.
Published: (2024)
by: Li, Jiate, et al.
Published: (2024)
Towards Robust IoT Defense: Comparative Statistics of Attack Detection in Resource-Constrained Scenarios
by: Alwaisi, Zainab, et al.
Published: (2024)
by: Alwaisi, Zainab, et al.
Published: (2024)
Removal Attack and Defense on AI-generated Content Latent-based Watermarking
by: Lee, De Zhang, et al.
Published: (2025)
by: Lee, De Zhang, et al.
Published: (2025)
Robustness Inspired Graph Backdoor Defense
by: Zhang, Zhiwei, et al.
Published: (2024)
by: Zhang, Zhiwei, et al.
Published: (2024)
Similar Items
-
Explainability Guided Adversarial Evasion Attacks on Malware Detectors
by: Aryal, Kshitiz, et al.
Published: (2024) -
Intra-Section Code Cave Injection for Adversarial Evasion Attacks on Windows PE Malware File
by: Aryal, Kshitiz, et al.
Published: (2024) -
ICL-EVADER: Zero-Query Black-Box Evasion Attacks on In-Context Learning and Their Defenses
by: He, Ningyuan, et al.
Published: (2026) -
System-level Analysis of Adversarial Attacks and Defenses on Intelligence in O-RAN based Cellular Networks
by: Chiejina, Azuka, et al.
Published: (2024) -
Learning from the Good Ones: Risk Profiling-Based Defenses Against Evasion Attacks on DNNs
by: Elnawawy, Mohammed, et al.
Published: (2025)