From Static to Adaptive Defense: Federated Multi-Agent Deep Reinforcement Learning-Driven Moving Target Defense Against DoS Attacks in UAV Swarm Networks
Fuente:
arXiv
Saved in:
| Main Authors: | Zhou, Yuyang, Cheng, Guang, Du, Kang, Chen, Zihan, Qin, Tian, Zhao, Yuyu |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Toward Intelligent and Secure Cloud: Large Language Model Empowered Proactive Defense
by: Zhou, Yuyang, et al.
Published: (2024)
by: Zhou, Yuyang, et al.
Published: (2024)
Train to Defend: First Defense Against Cryptanalytic Neural Network Parameter Extraction Attacks
by: Kurian, Ashley, et al.
Published: (2025)
by: Kurian, Ashley, et al.
Published: (2025)
FEDLAD: Federated Evaluation of Deep Leakage Attacks and Defenses
by: Baglin, Isaac, et al.
Published: (2024)
by: Baglin, Isaac, et al.
Published: (2024)
RADEP: A Resilient Adaptive Defense Framework Against Model Extraction Attacks
by: Chakraborty, Amit, et al.
Published: (2025)
by: Chakraborty, Amit, et al.
Published: (2025)
Beyond the Benchmark: Innovative Defenses Against Prompt Injection Attacks
by: Shaheer, Safwan, et al.
Published: (2025)
by: Shaheer, Safwan, et al.
Published: (2025)
Stealth Attacks Against Moving Target Defense for Smart Grid
by: Sun, Ke, et al.
Published: (2024)
by: Sun, Ke, et al.
Published: (2024)
DoS Attacks and Defense Technologies in Blockchain Systems: A Hierarchical Analysis
by: Zhang, Chunyi, et al.
Published: (2025)
by: Zhang, Chunyi, et al.
Published: (2025)
Lightweight Defense Against Adversarial Attacks in Time Series Classification
by: Han, Yi
Published: (2025)
by: Han, Yi
Published: (2025)
David and Goliath: An Empirical Evaluation of Attacks and Defenses for QNNs at the Deep Edge
by: Costa, Miguel, et al.
Published: (2024)
by: Costa, Miguel, et al.
Published: (2024)
$PD^3F$: A Pluggable and Dynamic DoS-Defense Framework Against Resource Consumption Attacks Targeting Large Language Models
by: Zhang, Yuanhe, et al.
Published: (2025)
by: Zhang, Yuanhe, et al.
Published: (2025)
Adaptive Attacks Break Defenses Against Indirect Prompt Injection Attacks on LLM Agents
by: Zhan, Qiusi, et al.
Published: (2025)
by: Zhan, Qiusi, et al.
Published: (2025)
The Federation Strikes Back: A Survey of Federated Learning Privacy Attacks, Defenses, Applications, and Policy Landscape
by: Zhao, Joshua C., et al.
Published: (2024)
by: Zhao, Joshua C., et al.
Published: (2024)
Moving Target Defense Against Adversarial False Data Injection Attacks In Power Grids
by: Chen, Yexiang, et al.
Published: (2025)
by: Chen, Yexiang, et al.
Published: (2025)
Distractor Injection Attacks on Large Reasoning Models: Characterization and Defense
by: Zhang, Zhehao, et al.
Published: (2025)
by: Zhang, Zhehao, et al.
Published: (2025)
Active Defense Against False Data Injection Attacks in Robotic Manipulators
by: Gualandi, Gabriele, et al.
Published: (2026)
by: Gualandi, Gabriele, et al.
Published: (2026)
How Few-shot Demonstrations Affect Prompt-based Defenses Against LLM Jailbreak Attacks
by: Wang, Yanshu, et al.
Published: (2026)
by: Wang, Yanshu, et al.
Published: (2026)
RobustBlack: Challenging Black-Box Adversarial Attacks on State-of-the-Art Defenses
by: Djilani, Mohamed, et al.
Published: (2024)
by: Djilani, Mohamed, et al.
Published: (2024)
AdaDoS: Adaptive DoS Attack via Deep Adversarial Reinforcement Learning in SDN
by: Shao, Wei, et al.
Published: (2025)
by: Shao, Wei, et al.
Published: (2025)
Assessing the Understandability and Acceptance of Attack-Defense Trees for Modelling Security Requirements
by: Broccia, Giovanna, et al.
Published: (2024)
by: Broccia, Giovanna, et al.
Published: (2024)
Adversarial Attacks and Defenses in Fault Detection and Diagnosis: A Comprehensive Benchmark on the Tennessee Eastman Process
by: Pozdnyakov, Vitaliy, et al.
Published: (2024)
by: Pozdnyakov, Vitaliy, et al.
Published: (2024)
A Taxonomy of Pix Fraud in Brazil: Attack Methodologies, AI-Driven Amplification, and Defensive Strategies
by: Pizzolato, Glener Lanes, et al.
Published: (2025)
by: Pizzolato, Glener Lanes, et al.
Published: (2025)
Cryptographic Registry Provenance: Structural Defense Against Dependency Confusion in AI Package Ecosystems
by: McCann, Alan L.
Published: (2026)
by: McCann, Alan L.
Published: (2026)
Short Message Service (SMS) Phishing Attacks and Defenses: A Systematic Review
by: Pritom, Mir Mehedi A., et al.
Published: (2026)
by: Pritom, Mir Mehedi A., et al.
Published: (2026)
Adaptive Defense Orchestration for RAG: A Sentinel-Strategist Architecture against Multi-Vector Attacks
by: Pallerla, Pranav, et al.
Published: (2026)
by: Pallerla, Pranav, et al.
Published: (2026)
Architecture-Agnostic Feature Synergy for Universal Defense Against Heterogeneous Generative Threats
by: Zhang, Bingxue, et al.
Published: (2026)
by: Zhang, Bingxue, et al.
Published: (2026)
Adversarially Guided Stateful Defense Against Backdoor Attacks in Federated Deep Learning
by: Ali, Hassan, et al.
Published: (2024)
by: Ali, Hassan, et al.
Published: (2024)
PatchBlock: A Lightweight Defense Against Adversarial Patches for Embedded EdgeAI Devices
by: Chattopadhyay, Nandish, et al.
Published: (2026)
by: Chattopadhyay, Nandish, et al.
Published: (2026)
Stigmergic Swarming Agents for Fast Subgraph Isomorphism
by: Parunak, H. Van Dyke
Published: (2026)
by: Parunak, H. Van Dyke
Published: (2026)
An Online Cross-layered Defense Strategy with Bandwidth Allocation for Multi-channel Systems under DoS Attacks
by: Wan, Liheng, et al.
Published: (2025)
by: Wan, Liheng, et al.
Published: (2025)
A Multi-Layered Security Analysis of Blockchain Systems: From Attack Vectors to Defense and System Hardening
by: Yang, Yuhuan, et al.
Published: (2025)
by: Yang, Yuhuan, et al.
Published: (2025)
Defense Against Indirect Prompt Injection via Tool Result Parsing
by: Yu, Qiang, et al.
Published: (2026)
by: Yu, Qiang, et al.
Published: (2026)
Defense Against the Dark Prompts: Mitigating Best-of-N Jailbreaking with Prompt Evaluation
by: Armstrong, Stuart, et al.
Published: (2025)
by: Armstrong, Stuart, et al.
Published: (2025)
Swarm Intelligence-Driven Client Selection for Federated Learning in Cybersecurity applications
by: Khan, Koffka, et al.
Published: (2024)
by: Khan, Koffka, et al.
Published: (2024)
Building Large-Scale Drone Defenses from Small-Team Strategies
by: Douglas, Grant, et al.
Published: (2026)
by: Douglas, Grant, et al.
Published: (2026)
Security Attack and Defense Strategies for Autonomous Agent Frameworks: A Layered Review with OpenClaw as a Case Study
by: Xu, Luyao, et al.
Published: (2026)
by: Xu, Luyao, et al.
Published: (2026)
The Attacker Moves Second: Stronger Adaptive Attacks Bypass Defenses Against Llm Jailbreaks and Prompt Injections
by: Nasr, Milad, et al.
Published: (2025)
by: Nasr, Milad, et al.
Published: (2025)
Deep Adversarial Defense Against Multilevel-Lp Attacks
by: Wang, Ren, et al.
Published: (2024)
by: Wang, Ren, et al.
Published: (2024)
CyGATE: Game-Theoretic Cyber Attack-Defense Engine for Patch Strategy Optimization
by: Jiang, Yuning, et al.
Published: (2025)
by: Jiang, Yuning, et al.
Published: (2025)
Dashed Line Defense: Plug-And-Play Defense Against Adaptive Score-Based Query Attacks
by: Fu, Yanzhang, et al.
Published: (2026)
by: Fu, Yanzhang, et al.
Published: (2026)
FlexLLM: Exploring LLM Customization for Moving Target Defense on Black-Box LLMs Against Jailbreak Attacks
by: Chen, Bocheng, et al.
Published: (2024)
by: Chen, Bocheng, et al.
Published: (2024)
Similar Items
-
Toward Intelligent and Secure Cloud: Large Language Model Empowered Proactive Defense
by: Zhou, Yuyang, et al.
Published: (2024) -
Train to Defend: First Defense Against Cryptanalytic Neural Network Parameter Extraction Attacks
by: Kurian, Ashley, et al.
Published: (2025) -
FEDLAD: Federated Evaluation of Deep Leakage Attacks and Defenses
by: Baglin, Isaac, et al.
Published: (2024) -
RADEP: A Resilient Adaptive Defense Framework Against Model Extraction Attacks
by: Chakraborty, Amit, et al.
Published: (2025) -
Beyond the Benchmark: Innovative Defenses Against Prompt Injection Attacks
by: Shaheer, Safwan, et al.
Published: (2025)