Image de couverture de livre

Worst-Case Discovery and Runtime Protection for RL-Based Network Controllers

Fuente: arXiv

Enregistré dans:

Détails bibliographiques
Auteurs principaux:	Hè, Hongyu, Jin, Minhao, Apostolaki, Maria
Format:	Preprint
Publié:	2026
Sujets:	Networking and Internet Architecture Artificial Intelligence Systems and Control 68M12, 68M15, 68T05, 68Q25, 68M20 C.2.2; I.2.6; C.4; C.2.6
Accès en ligne:	Acceder al recurso
Tags:	Ajouter un tag Pas de tags, Soyez le premier à ajouter un tag!

Documents similaires

A Deep Reinforcement Learning-Based TCP Congestion Control Algorithm: Design, Simulation, and Evaluation
par: Ağlamazlar, Efe, et autres
Publié: (2025)

Spatial-Temporal Learning-Based Distributed Routing for Dynamic LEO Satellite Networks
par: Chou, Po-Heng, et autres
Publié: (2026)

Durbin: Internet Outage Detection with Adaptive Passive Analysis
par: Enayet, Asma, et autres
Publié: (2024)

DRIFT: Drift-Resilient Invariant-Feature Transformer for DGA Detection
par: Lee, Chaeyoung, et autres
Publié: (2026)

Threat Detection in Social Media Networks Using Machine Learning Based Network Analysis
par: Agrawal, Aditi Sanjay
Publié: (2026)

Exploratory Analysis of Cyberattack Patterns on E-Commerce Platforms Using Statistical Methods
par: Adeniya, Fatimo Adenike
Publié: (2025)

Generalizable IoT Traffic Representations for Cross-Network Device Identification
par: Sivanathan, Arunan, et autres
Publié: (2026)

HaLert: A Resilient Smart City Architecture for Post-Disaster Based on Wi-Fi HaLow Mesh and SDN
par: Ortigoso, Ana Rita, et autres
Publié: (2025)

Robustness, Cost, and Attack-Surface Concentration in Phishing Detection
par: Allagan, Julian, et autres
Publié: (2026)

GAN-Enhanced Deep Reinforcement Learning for Semantic-Aware Resource Allocation in 6G Network Slicing
par: John, Daniel Benniah
Publié: (2026)

PLUME: Building a Network-Native Foundation Model for Wireless Traces via Protocol-Aware Tokenization
par: Pradhan, Swadhin, et autres
Publié: (2026)

Renting Edge Computing Resources for Service Hosting
par: Madnaik, Aadesh, et autres
Publié: (2022)

Agentic Artificial Intelligence for Ethical Cybersecurity in Uganda: A Reinforcement Learning Framework for Threat Detection in Resource-Constrained Environments
par: Adabara, Ibrahim, et autres
Publié: (2025)

Keys in the Weights: Transformer Authentication Using Model-Bound Latent Representations
par: Okatan, Ayşe S., et autres
Publié: (2025)

Vanishing L2 regularization for the softmax Multi Armed Bandit
par: Anita, Stefana-Lucia, et autres
Publié: (2026)

Robust DDoS-Attack Classification with 3D CNNs Against Adversarial Methods
par: Bragg, Landon, et autres
Publié: (2025)

The $qs$ Inequality: Quantifying the Double Penalty of Mixture-of-Experts at Inference
par: Adhinarayanan, Vignesh, et autres
Publié: (2026)

Prediction-space knowledge markets for communication-efficient federated learning on multimedia tasks
par: Du, Wenzhang
Publié: (2025)

Dueling DDQN-Based Adaptive Multi-Objective Handover Optimization for LEO Satellite Networks
par: Chou, Po-Heng, et autres
Publié: (2026)

Adaptive Trust Consensus for Blockchain IoT: Comparing RL, DRL, and MARL Against Naive, Collusive, Adaptive, Byzantine, and Sleeper Attacks
par: Padia, Soham, et autres
Publié: (2025)

Network-Optimised Spiking Neural Network (NOS) Scheduling for 6G O-RAN: Spectral Margin and Delay-Tail Control
par: Bilal, Muhammad, et autres
Publié: (2025)

Coordinated Reinforcement Learning Prefetching Architecture for Multicore Systems
par: Siddiqui, Mohammed Humaid, et autres
Publié: (2025)

Safe Distributed Control of Multi-Robot Systems with Communication Delays
par: Ballotta, Luca, et autres
Publié: (2024)

Design and empirical validation of a stock-Android software architecture for Wi-Fi Direct multi-group communication
par: Edward, Kwasi, et autres
Publié: (2026)

Towards Resilient Intrusion Detection in CubeSats: Challenges, TinyML Solutions, and Future Directions
par: Fayyaz, Yasamin, et autres
Publié: (2026)

Quantum Machine Learning for Cyber-Physical Anomaly Detection in Unmanned Aerial Vehicles: A Leakage-Free Evaluation with Proxy-Audited Feature Sets
par: Paredes, Carlos A. Durán, et autres
Publié: (2026)

EPFL-REMNet: Efficient Personalized Federated Digital Twin Towards 6G Heterogeneous Radio Environment
par: Li, Peide, et autres
Publié: (2025)

Language-Based Protocol Testing
par: Liggesmeyer, Alexander, et autres
Publié: (2025)

SDVDiag: Using Context-Aware Causality Mining for the Diagnosis of Connected Vehicle Functions
par: Weiß, Matthias, et autres
Publié: (2026)

A Systematic Review of Digital Twin-Driven Predictive Maintenance in Industrial Engineering: Taxonomy, Architectural Elements, and Future Research Directions
par: Ismail, Leila, et autres
Publié: (2025)

Sparse Knowledge Distillation: A Mathematical Framework for Probability-Domain Temperature Scaling and Multi-Stage Compression
par: Flouro, Aaron R., et autres
Publié: (2026)

Active Attack Resilience in 5G: A New Take on Authentication and Key Agreement
par: Sultan, Nazatul H., et autres
Publié: (2025)

A Robust Federated Learning Approach for Combating Attacks Against IoT Systems Under non-IID Challenges
par: Gad, Eyad, et autres
Publié: (2025)

SLED: A Speculative LLM Decoding Framework for Efficient Edge Serving
par: Li, Xiangchen, et autres
Publié: (2025)

Federated Learning in Adversarial Environments: Testbed Design and Poisoning Resilience in Cybersecurity
par: Huang, Hao Jian, et autres
Publié: (2024)

"Abuse Risks are Often Inherent to Product Features": Exploring AI Vendors' Bug Bounty and Responsible Disclosure Policies
par: Piao, Yangheran, et autres
Publié: (2025)

PACT: Reducing Alert Fatigue in Low-Prevalence SOC Streams with Triggered Active Learning
par: Ndichu, Samuel, et autres
Publié: (2026)

Explainable Attention-Based LSTM Framework for Early Detection of AI-Assisted Ransomware via File System Behavioral Analysis
par: Nayak, Prabhudarshi, et autres
Publié: (2026)

Operationalizing Cybersecurity Governance for Mitigation Planning with Attack-Path Modeling and Reinforcement Learning
par: Huff, Philip, et autres
Publié: (2026)

Adaptive Mixture Importance Sampling for Automated Ads Auction Tuning
par: Jia, Yimeng, et autres
Publié: (2024)