AI-Driven Dynamic Firewall Optimization Using Reinforcement Learning for Anomaly Detection and Prevention
Fuente:
arXiv
Saved in:
| Main Author: | Ahmad, Taimoor |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Zero-Trust Mobility-Aware Authentication Framework for Secure Vehicular Fog Computing Networks
by: Ahmad, Taimoor
Published: (2025)
by: Ahmad, Taimoor
Published: (2025)
Quantum-Resilient Blockchain for Secure Transactions in UAV-Assisted Smart Agriculture Networks
by: Ahmad, Taimoor
Published: (2025)
by: Ahmad, Taimoor
Published: (2025)
Optimizing Resource Allocation and Energy Efficiency in Federated Fog Computing for IoT
by: Ahmad, Taimoor, et al.
Published: (2025)
by: Ahmad, Taimoor, et al.
Published: (2025)
Firewalls to Secure Dynamic LLM Agentic Networks
by: Abdelnabi, Sahar, et al.
Published: (2025)
by: Abdelnabi, Sahar, et al.
Published: (2025)
Securing Generative AI Agentic Workflows: Risks, Mitigation, and a Proposed Firewall Architecture
by: Bahadur, Sunil Kumar Jang, et al.
Published: (2025)
by: Bahadur, Sunil Kumar Jang, et al.
Published: (2025)
AEGIS: No Tool Call Left Unchecked -- A Pre-Execution Firewall and Audit Layer for AI Agents
by: Yuan, Aojie, et al.
Published: (2026)
by: Yuan, Aojie, et al.
Published: (2026)
WAFFLED: Exploiting Parsing Discrepancies to Bypass Web Application Firewalls
by: Akhavani, Seyed Ali, et al.
Published: (2025)
by: Akhavani, Seyed Ali, et al.
Published: (2025)
Adaptive Cybersecurity: Dynamically Retrainable Firewalls for Real-Time Network Protection
by: Ahmadi, Sina
Published: (2025)
by: Ahmadi, Sina
Published: (2025)
Adaptive Dual-Layer Web Application Firewall (ADL-WAF) Leveraging Machine Learning for Enhanced Anomaly and Threat Detection
by: Sameh, Ahmed, et al.
Published: (2025)
by: Sameh, Ahmed, et al.
Published: (2025)
LlamaFirewall: An open source guardrail system for building secure AI agents
by: Chennabasappa, Sahana, et al.
Published: (2025)
by: Chennabasappa, Sahana, et al.
Published: (2025)
Indirect Prompt Injections: Are Firewalls All You Need, or Stronger Benchmarks?
by: Bhagwatkar, Rishika, et al.
Published: (2025)
by: Bhagwatkar, Rishika, et al.
Published: (2025)
Enforcing Benign Trajectories: A Behavioral Firewall for Structured-Workflow AI Agents
by: Dang, Hung
Published: (2026)
by: Dang, Hung
Published: (2026)
Introducing the Generative Application Firewall (GAF)
by: Farreny, Joan Vendrell, et al.
Published: (2026)
by: Farreny, Joan Vendrell, et al.
Published: (2026)
A Novel Buffered Federated Learning Framework for Privacy-Driven Anomaly Detection in IIoT
by: Poorazad, Samira Kamali, et al.
Published: (2024)
by: Poorazad, Samira Kamali, et al.
Published: (2024)
Interpretable Anomaly Detection in Encrypted Traffic Using SHAP with Machine Learning Models
by: Singh, Kalindi, et al.
Published: (2025)
by: Singh, Kalindi, et al.
Published: (2025)
Firewall Regulatory Networks for Autonomous Cyber Defense
by: Duan, Qi, et al.
Published: (2025)
by: Duan, Qi, et al.
Published: (2025)
Slot: Provenance-Driven APT Detection through Graph Reinforcement Learning
by: Qiao, Wei, et al.
Published: (2024)
by: Qiao, Wei, et al.
Published: (2024)
Advancing Obfuscation Strategies to Counter China's Great Firewall: A Technical and Policy Perspective
by: Li, Li
Published: (2025)
by: Li, Li
Published: (2025)
TraceGuard: Process-Guided Firewall against Reasoning Backdoors in Large Language Models
by: Guo, Zhen, et al.
Published: (2026)
by: Guo, Zhen, et al.
Published: (2026)
Using Anomaly Detection to Detect Poisoning Attacks in Federated Learning Applications
by: Raza, Ali, et al.
Published: (2022)
by: Raza, Ali, et al.
Published: (2022)
ControlNET: A Firewall for RAG-based LLM System
by: Yao, Hongwei, et al.
Published: (2025)
by: Yao, Hongwei, et al.
Published: (2025)
CITADEL: Continual Anomaly Detection for Enhanced Learning in IoT Intrusion Detection
by: Li, Elvin, et al.
Published: (2025)
by: Li, Elvin, et al.
Published: (2025)
Facade: High-Precision Insider Threat Detection Using Deep Contextual Anomaly Detection
by: Kantchelian, Alex, et al.
Published: (2024)
by: Kantchelian, Alex, et al.
Published: (2024)
AI-Driven Cybersecurity Threat Detection: Building Resilient Defense Systems Using Predictive Analytics
by: Das, Biswajit Chandra, et al.
Published: (2025)
by: Das, Biswajit Chandra, et al.
Published: (2025)
Global Context Enhanced Anomaly Detection of Cyber Attacks via Decoupled Graph Neural Networks
by: Hafez, Ahmad
Published: (2024)
by: Hafez, Ahmad
Published: (2024)
Lightweight CNN-Based Wi-Fi Intrusion Detection Using 2D Traffic Representations
by: Ahmad, Rayed Suhail, et al.
Published: (2025)
by: Ahmad, Rayed Suhail, et al.
Published: (2025)
Privacy Preservation and Identity Tracing Prevention in AI-Driven Eye Tracking for Interactive Learning Environments
by: Rehman, Abdul, et al.
Published: (2025)
by: Rehman, Abdul, et al.
Published: (2025)
Federated Learning with Anomaly Detection via Gradient and Reconstruction Analysis
by: Alsulaimawi, Zahir
Published: (2024)
by: Alsulaimawi, Zahir
Published: (2024)
An Efficient Anomaly Detection Framework for Wireless Sensor Networks Using Markov Process
by: Mishra, Rahul, et al.
Published: (2025)
by: Mishra, Rahul, et al.
Published: (2025)
BLADE: Behavior-Level Anomaly Detection Using Network Traffic in Web Services
by: Dong, Zhibo, et al.
Published: (2025)
by: Dong, Zhibo, et al.
Published: (2025)
Interpretable Ensemble Learning for Network Traffic Anomaly Detection: A SHAP-based Explainable AI Framework for Embedded Systems Security
by: Shao, Wanru
Published: (2026)
by: Shao, Wanru
Published: (2026)
TL-RL-FusionNet: An Adaptive and Efficient Reinforcement Learning-Driven Transfer Learning Framework for Detecting Evolving Ransomware Threats
by: Ferdous, Jannatul, et al.
Published: (2026)
by: Ferdous, Jannatul, et al.
Published: (2026)
The Cognitive Firewall:Securing Browser Based AI Agents Against Indirect Prompt Injection Via Hybrid Edge Cloud Defense
by: Lan, Qianlong, et al.
Published: (2026)
by: Lan, Qianlong, et al.
Published: (2026)
Multimedia Traffic Anomaly Detection
by: Feng, Tongtong, et al.
Published: (2024)
by: Feng, Tongtong, et al.
Published: (2024)
Attack-Specialized Deep Learning with Ensemble Fusion for Network Anomaly Detection
by: Dissanayake, Nisith, et al.
Published: (2025)
by: Dissanayake, Nisith, et al.
Published: (2025)
Semi-Supervised Learning for Anomaly Detection in Blockchain-based Supply Chains
by: Son, Do Hai, et al.
Published: (2024)
by: Son, Do Hai, et al.
Published: (2024)
Enhanced Anomaly Detection in Industrial Control Systems aided by Machine Learning
by: Berge, Vegard, et al.
Published: (2024)
by: Berge, Vegard, et al.
Published: (2024)
DDoS Attacks in Cloud Computing: Detection and Prevention
by: Ahmad, Zain, et al.
Published: (2025)
by: Ahmad, Zain, et al.
Published: (2025)
Machine Learning Driven Smishing Detection Framework for Mobile Security
by: Goel, Diksha, et al.
Published: (2024)
by: Goel, Diksha, et al.
Published: (2024)
Anomaly Detection in Industrial Control Systems Based on Cross-Domain Representation Learning
by: Zhan, Dongyang, et al.
Published: (2025)
by: Zhan, Dongyang, et al.
Published: (2025)
Similar Items
-
Zero-Trust Mobility-Aware Authentication Framework for Secure Vehicular Fog Computing Networks
by: Ahmad, Taimoor
Published: (2025) -
Quantum-Resilient Blockchain for Secure Transactions in UAV-Assisted Smart Agriculture Networks
by: Ahmad, Taimoor
Published: (2025) -
Optimizing Resource Allocation and Energy Efficiency in Federated Fog Computing for IoT
by: Ahmad, Taimoor, et al.
Published: (2025) -
Firewalls to Secure Dynamic LLM Agentic Networks
by: Abdelnabi, Sahar, et al.
Published: (2025) -
Securing Generative AI Agentic Workflows: Risks, Mitigation, and a Proposed Firewall Architecture
by: Bahadur, Sunil Kumar Jang, et al.
Published: (2025)