Yalin E. Sagduyu

Orcid: 0000-0003-1576-5527

Affiliations:
  • Intelligent Automation Inc, Rockville, USA


According to our database1, Yalin E. Sagduyu authored at least 177 papers between 2003 and 2024.

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Bibliography

2024
Will 6G Be Semantic Communications? Opportunities and Challenges From Task Oriented and Secure Communications to Integrated Sensing.
IEEE Netw., November, 2024

Joint Sensing and Semantic Communications with Multi-Task Deep Learning.
IEEE Commun. Mag., September, 2024

Deep Learning for Fast and Reliable Initial Access in AI-Driven 6G mmWave Networks.
IEEE Trans. Netw. Sci. Eng., 2024

Augmenting Training Data with Vector-Quantized Variational Autoencoder for Classifying RF Signals.
CoRR, 2024

Continual Deep Reinforcement Learning to Prevent Catastrophic Forgetting in Jamming Mitigation.
CoRR, 2024

Timeliness in NextG Spectrum Sharing under Jamming Attacks with Deep Learning.
CoRR, 2024

Timely NextG Communications with Decoy Assistance against Deep Learning-based Jamming.
Proceedings of the IEEE International Conference on Communications Workshops, 2024

Joint Sensing and Task-Oriented Communications with Image and Wireless Data Modalities for Dynamic Spectrum Access.
Proceedings of the IEEE International Symposium on Dynamic Spectrum Access Networks, 2024

2023
Is Semantic Communication Secure? A Tale of Multi-Domain Adversarial Attacks.
IEEE Commun. Mag., November, 2023

Timely and covert communications under deep learning-based eavesdropping and jamming effects.
J. Commun. Networks, October, 2023

Deep Reinforcement Learning for NextG Radio Access Network Slicing With Spectrum Coexistence.
IEEE Netw. Lett., September, 2023

Membership Inference Attack and Defense for Wireless Signal Classifiers With Deep Learning.
IEEE Trans. Mob. Comput., July, 2023

Task-Oriented Communications for NextG: End-to-end Deep Learning and AI Security Aspects.
IEEE Wirel. Commun., June, 2023

Intelligent Terahertz Medium Access Control (MAC) for Highly Dynamic Airborne Networks.
IEEE Trans. Aerosp. Electron. Syst., June, 2023

Self-Supervised RF Signal Representation Learning for NextG Signal Classification With Deep Learning.
IEEE Wirel. Commun. Lett., 2023

Multi-Receiver Task-Oriented Communications via Multi-Task Deep Learning.
CoRR, 2023

Adversarial Machine Learning in Wireless Communications Using RF Data: A Review.
IEEE Commun. Surv. Tutorials, 2023

How Can the Adversary Effectively Identify Cellular IoT Devices Using LSTM Networks?
Proceedings of the 2023 ACM Workshop on Wireless Security and Machine Learning, 2023

Securing NextG Systems against Poisoning Attacks on Federated Learning: A Game-Theoretic Solution.
Proceedings of the IEEE Military Communications Conference, 2023

Adversarial Attacks on LoRa Device Identification and Rogue Signal Detection with Deep Learning.
Proceedings of the IEEE Military Communications Conference, 2023

Jamming Attacks on Decentralized Federated Learning in General Multi-Hop Wireless Networks.
Proceedings of the IEEE INFOCOM 2023, 2023

Age of Information in Deep Learning-Driven Task-Oriented Communications.
Proceedings of the IEEE INFOCOM 2023, 2023

Vulnerabilities of Deep Learning-Driven Semantic Communications to Backdoor (Trojan) Attacks.
Proceedings of the 57th Annual Conference on Information Sciences and Systems, 2023

2022
Channel-Aware Adversarial Attacks Against Deep Learning-Based Wireless Signal Classifiers.
IEEE Trans. Wirel. Commun., 2022

When Attackers Meet AI: Learning-Empowered Attacks in Cooperative Spectrum Sensing.
IEEE Trans. Mob. Comput., 2022

Machine Learning in NextG Networks via Generative Adversarial Networks.
IEEE Trans. Cogn. Commun. Netw., 2022

Learning-Based UAV Path Planning for Data Collection With Integrated Collision Avoidance.
IEEE Internet Things J., 2022

Adversarial Machine Learning for NextG Covert Communications Using Multiple Antennas.
Entropy, 2022

Is Semantic Communications Secure? A Tale of Multi-Domain Adversarial Attacks.
CoRR, 2022

Federated Learning for Distributed Spectrum Sensing in NextG Communication Networks.
CoRR, 2022

Jamming Attacks on Federated Learning in Wireless Networks.
CoRR, 2022

End-to-End Autoencoder Communications with Optimized Interference Suppression.
CoRR, 2022

Undermining Deep Learning Based Channel Estimation via Adversarial Wireless Signal Fabrication.
Proceedings of the WiseML@WiSec 2022: Proceedings of the 2022 ACM Workshop on Wireless Security and Machine Learning, 2022

Deep Learning for Spectrum Awareness and Covert Communications via Unintended RF Emanations.
Proceedings of the WiseML@WiSec 2022: Proceedings of the 2022 ACM Workshop on Wireless Security and Machine Learning, 2022

Covert Communications via Adversarial Machine Learning and Reconfigurable Intelligent Surfaces.
Proceedings of the IEEE Wireless Communications and Networking Conference, 2022

Robust Deep Reinforcement Learning Based Network Slicing under Adversarial Jamming Attacks.
Proceedings of the 2022 IEEE 33rd Annual International Symposium on Personal, 2022

Sensing-Throughput Tradeoffs with Generative Adversarial Networks for NextG Spectrum Sharing.
Proceedings of the IEEE Military Communications Conference, 2022

Adversarial Machine Learning and Defense Game for NextG Signal Classification with Deep Learning.
Proceedings of the IEEE Military Communications Conference, 2022

Deep Reinforcement Learning for Power Control in Next-Generation WiFi Network Systems.
Proceedings of the IEEE Military Communications Conference, 2022

MUSTER: Subverting User Selection in MU-MIMO Networks.
Proceedings of the IEEE INFOCOM 2022, 2022

How to Launch Jamming Attacks on Federated Learning in NextG Wireless Networks.
Proceedings of the IEEE Globecom 2022 Workshops, 2022

Free-Rider Games for Federated Learning with Selfish Clients in NextG Wireless Networks.
Proceedings of the 10th IEEE Conference on Communications and Network Security, 2022

Autoencoder Communications with Optimized Interference Suppression for NextG RAN.
Proceedings of the 2022 IEEE Future Networks World Forum, 2022

Jamming Attacks on NextG Radio Access Network Slicing with Reinforcement Learning.
Proceedings of the 2022 IEEE Future Networks World Forum, 2022

2021
Adversarial Deep Learning for Over-the-Air Spectrum Poisoning Attacks.
IEEE Trans. Mob. Comput., 2021

DeepWiFi: Cognitive WiFi with Deep Learning.
IEEE Trans. Mob. Comput., 2021

Generative Adversarial Network in the Air: Deep Adversarial Learning for Wireless Signal Spoofing.
IEEE Trans. Cogn. Commun. Netw., 2021

How to Attack and Defend 5G Radio Access Network Slicing with Reinforcement Learning.
CoRR, 2021

Adversarial Machine Learning for 5G Communications Security.
CoRR, 2021

Low-cost Influence-Limiting Defense against Adversarial Machine Learning Attacks in Cooperative Spectrum Sensing.
Proceedings of the WiseML@WiSec 2021: Proceedings of the 3rd ACM Workshop on Wireless Security and Machine Learning, 2021

Adversarial Attacks on Deep Learning Based mmWave Beam Prediction in 5G And Beyond.
Proceedings of the IEEE Statistical Signal Processing Workshop, 2021

Fast Initial Access with Deep Learning for Beam Prediction in 5G mmWave Networks.
Proceedings of the 2021 IEEE Military Communications Conference, 2021

Jamming-Resilient Path Planning for Multiple UAVs via Deep Reinforcement Learning.
Proceedings of the IEEE International Conference on Communications Workshops, 2021

Channel Effects on Surrogate Models of Adversarial Attacks against Wireless Signal Classifiers.
Proceedings of the ICC 2021, 2021

Robust Improvement of the Age of Information by Adaptive Packet Coding.
Proceedings of the ICC 2021, 2021

Deep Learning for THz Drones with Flying Intelligent Surfaces: Beam and Handoff Prediction.
Proceedings of the IEEE International Conference on Communications Workshops, 2021

Adversarial Machine Learning for Flooding Attacks on 5G Radio Access Network Slicing.
Proceedings of the IEEE International Conference on Communications Workshops, 2021

Collision-Aware UAV Trajectories for Data Collection via Reinforcement Learning.
Proceedings of the IEEE Global Communications Conference, 2021

Adversarial Attacks against Deep Learning Based Power Control in Wireless Communications.
Proceedings of the IEEE Globecom 2021 Workshops, Madrid, Spain, December 7-11, 2021, 2021

IoTGAN: GAN Powered Camouflage Against Machine Learning Based IoT Device Identification.
Proceedings of the IEEE International Symposium on Dynamic Spectrum Access Networks, 2021

Autoencoder-based Communications with Reconfigurable Intelligent Surfaces.
Proceedings of the IEEE International Symposium on Dynamic Spectrum Access Networks, 2021

2020
Deep Learning for Wireless Communications.
Proceedings of the Development and Analysis of Deep Learning Architectures, 2020

Coherent Communications in Self-Organizing Networks With Distributed Beamforming.
IEEE Trans. Veh. Technol., 2020

Deep Learning for Wireless Communications.
CoRR, 2020

When Wireless Security Meets Machine Learning: Motivation, Challenges, and Research Directions.
CoRR, 2020

Adversarial machine learning based partial-model attack in IoT.
Proceedings of the 2nd ACM Workshop on Wireless Security and Machine Learning, 2020

Over-the-air membership inference attacks as privacy threats for deep learning-based wireless signal classifiers.
Proceedings of the 2nd ACM Workshop on Wireless Security and Machine Learning, 2020

Adversarial Attacks with Multiple Antennas Against Deep Learning-Based Modulation Classifiers.
Proceedings of the IEEE Globecom Workshops, 2020

Over-the-Air Adversarial Attacks on Deep Learning Based Modulation Classifier over Wireless Channels.
Proceedings of the 54th Annual Conference on Information Sciences and Systems, 2020

Reinforcement Learning for Dynamic Resource Optimization in 5G Radio Access Network Slicing.
Proceedings of the 25th IEEE International Workshop on Computer Aided Modeling and Design of Communication Links and Networks, 2020

How to Make 5G Communications "Invisible": Adversarial Machine Learning for Wireless Privacy.
Proceedings of the 54th Asilomar Conference on Signals, Systems, and Computers, 2020

2019
Integrating Social Links into Wireless Networks: Modeling, Routing, Analysis, and Evaluation.
IEEE Trans. Mob. Comput., 2019

Deep Learning for Launching and Mitigating Wireless Jamming Attacks.
IEEE Trans. Cogn. Commun. Netw., 2019

Cross-layer Design and SDR Implementation of DSA, Backpressure Routing and Network Coding.
CoRR, 2019

Network control and rate optimization for multiuser MIMO communications.
Ad Hoc Networks, 2019

Age of Information with network coding.
Ad Hoc Networks, 2019

Generative Adversarial Network for Wireless Signal Spoofing.
Proceedings of the ACM Workshop on Wireless Security and Machine Learning, 2019

IoT Network Security from the Perspective of Adversarial Deep Learning.
Proceedings of the 16th Annual IEEE International Conference on Sensing, 2019

Real-Time and Embedded Deep Learning on FPGA for RF Signal Classification.
Proceedings of the 2019 IEEE Military Communications Conference, 2019

QoS and Jamming-Aware Wireless Networking Using Deep Reinforcement Learning.
Proceedings of the 2019 IEEE Military Communications Conference, 2019

Interference Regime Enforcing Rate Maximization for Non-Orthogonal Multiple Access (NOMA).
Proceedings of the International Conference on Computing, Networking and Communications, 2019

Real-Time Experimentation of Deep Learning-based RF Signal Classifier on FPGA.
Proceedings of the 2019 IEEE International Symposium on Dynamic Spectrum Access Networks, 2019

Trojan Attacks on Wireless Signal Classification with Adversarial Machine Learning.
Proceedings of the 2019 IEEE International Symposium on Dynamic Spectrum Access Networks, 2019

Deep Learning for RF Signal Classification in Unknown and Dynamic Spectrum Environments.
Proceedings of the 2019 IEEE International Symposium on Dynamic Spectrum Access Networks, 2019

Measuring the Collective Allostatic Load.
Proceedings of the IEEE Conference on Cognitive and Computational Aspects of Situation Management, 2019

2018
Exploring the Role of Intrinsic Nodal Activation on the Spread of Influence in Complex Networks.
Proceedings of the Social Network Based Big Data Analysis and Applications, 2018

Vulnerability Detection and Analysis in Adversarial Deep Learning.
Proceedings of the Guide to Vulnerability Analysis for Computer Networks and Systems, 2018

Regret Minimization for Primary/Secondary Access to Satellite Resources With Cognitive Interference.
IEEE Trans. Wirel. Commun., 2018

Synthetic Social Media Data Generation.
IEEE Trans. Comput. Soc. Syst., 2018

Optimal Network-Centric Planning for Airborne Relay Communications.
IEEE Syst. J., 2018

Active Deep Learning Attacks under Strict Rate Limitations for Online API Calls.
CoRR, 2018

Rate Optimization with Distributed Network Coordination of Multiuser MIMO Communications.
Proceedings of the 88th IEEE Vehicular Technology Conference, 2018

Routing, Network Coding and TCP Support for Wideband HF Communications.
Proceedings of the 2018 IEEE Military Communications Conference, 2018

Distributed Coherent Group Communications.
Proceedings of the 2018 IEEE Military Communications Conference, 2018

Spectrum Data Poisoning with Adversarial Deep Learning.
Proceedings of the 2018 IEEE Military Communications Conference, 2018

Generative Adversarial Networks for Black-Box API Attacks with Limited Training Data.
Proceedings of the 2018 IEEE International Symposium on Signal Processing and Information Technology (ISSPIT), 2018

Generative Adversarial Learning for Spectrum Sensing.
Proceedings of the 2018 IEEE International Conference on Communications, 2018

Adversarial Deep Learning for Cognitive Radio Security: Jamming Attack and Defense Strategies.
Proceedings of the 2018 IEEE International Conference on Communications Workshops, 2018

2017
Wireless Network Inference and Optimization: Algorithm Design and Implementation.
IEEE Trans. Mob. Comput., 2017

Securing the Backpressure Algorithm for Wireless Networks.
IEEE Trans. Mob. Comput., 2017

Exploring the Role of Intrinsic Nodal Activation on the Spread of Influence in Complex Networks.
CoRR, 2017

A Unified Solution to Cognitive Radio Programming, Test and Evaluation for Tactical Communications.
IEEE Commun. Mag., 2017

Distributed Interference Cancellation.
Proceedings of the 2017 IEEE Wireless Communications and Networking Conference, 2017

Joint network coding and backpressure algorithm for cognitive radio networks.
Proceedings of the 2017 IEEE Military Communications Conference, 2017

Evasion and causative attacks with adversarial deep learning.
Proceedings of the 2017 IEEE Military Communications Conference, 2017

Multilayer MANET routing with social-cognitive learning.
Proceedings of the 2017 IEEE Military Communications Conference, 2017

2016
Optimal orbit selection and design for airborne relay communications.
Proceedings of the 2016 IEEE Military Communications Conference, 2016

Analytical framework for MANET learning and routing.
Proceedings of the 2016 IEEE Military Communications Conference, 2016

Risk assessment based access control with text and behavior analysis for document management.
Proceedings of the 2016 IEEE Military Communications Conference, 2016

Friendships in the air: Integrating social links into wireless network modeling, routing, and analysis.
Proceedings of the IEEE Conference on Computer Communications Workshops, 2016

Defending active learning against adversarial inputs in automated document classification.
Proceedings of the 2016 IEEE Global Conference on Signal and Information Processing, 2016

Spectrum learning and access for cognitive satellite communications under jamming.
Proceedings of the 2016 IEEE Conference on Communications and Network Security, 2016

Regret minimization-based robust game theoretic solution for dynamic spectrum access.
Proceedings of the 13th IEEE Annual Consumer Communications & Networking Conference, 2016

2015
Navigating a mobile social network.
IEEE Wirel. Commun., 2015

Adaptive Coding Optimization in Wireless Networks: Design and Implementation Aspects.
IEEE Trans. Wirel. Commun., 2015

Search in Combined Social and Wireless Communication Networks: Delay and Success Analysis.
IEEE Trans. Wirel. Commun., 2015

Deadline-Aware Scheduling With Adaptive Network Coding for Real-Time Traffic.
IEEE/ACM Trans. Netw., 2015

Distributed cognitive radio network architecture, SDR implementation and emulation testbed.
Proceedings of the 34th IEEE Military Communications Conference, 2015

Optimal transmission decisions for airborne relay communications.
Proceedings of the 34th IEEE Military Communications Conference, 2015

Spectrum Efficient Communications with multiuser MIMO, multiuser detection and interference alignment.
Proceedings of the 34th IEEE Military Communications Conference, 2015

Queuing the trust: Secure backpressure algorithm against insider threats in wireless networks.
Proceedings of the 2015 IEEE Conference on Computer Communications, 2015

2014
Multi-layer optimization with backpressure and genetic algorithms for multi-hop wireless networks.
Wirel. Networks, 2014

Tactical big data analytics: challenges, use cases, and solutions.
SIGMETRICS Perform. Evaluation Rev., 2014

Reliable Spectrum Sensing and Opportunistic Access in Network-Coded Communications.
IEEE J. Sel. Areas Commun., 2014

Airborne network evaluation: challenges and high fidelity emulation solution.
IEEE Commun. Mag., 2014

System Design and Testbed Implementation of Adaptive Coding Optimization in Lossy Networks.
Proceedings of the 2014 IEEE Military Communications Conference, 2014

Securing Cognitive Radio Networks with Dynamic Trust against Spectrum Sensing Data Falsification.
Proceedings of the 2014 IEEE Military Communications Conference, 2014

Socio-technological Testbed for Evaluation of Combined Social and Communication Networks.
Proceedings of the 2014 IEEE Military Communications Conference, 2014

Demonstration of plug-and-play cognitive radio network emulation testbed.
Proceedings of the IEEE International Symposium on Dynamic Spectrum Access Networks, 2014

2013
Capacity and Stable Throughput Regions for the Broadcast Erasure Channel With Feedback: An Unusual Union.
IEEE Trans. Inf. Theory, 2013

Throughput and Stability for Relay-Assisted Wireless Broadcast with Network Coding.
IEEE J. Sel. Areas Commun., 2013

Opportunistic spectrum access in wireless communications with network coding.
Proceedings of the 11th International Symposium and Workshops on Modeling and Optimization in Mobile, 2013

Mobile network performance evaluation using the radio frequency network channel emulation simulation tool(RFnest™).
Proceedings of the 19th Annual International Conference on Mobile Computing and Networking, 2013

CREATE-NEST: A Distributed Cognitive Radio Network Platform with Physical Channel Awareness.
Proceedings of the 32th IEEE Military Communications Conference, 2013

Search delay and success in combined social and communication networks.
Proceedings of the 2013 IEEE Global Communications Conference, 2013

2012
The Impact of Induced Spectrum Predictability Via Wireless Network Coding.
IEEE Trans. Veh. Technol., 2012

Distributed stochastic power control in ad hoc networks: a nonconvex optimization case.
EURASIP J. Wirel. Commun. Netw., 2012

Adaptive Network Coding for Scheduling Real-time Traffic with Hard Deadlines
CoRR, 2012

Adaptive network coding for scheduling real-time traffic with hard deadlines.
Proceedings of the Thirteenth ACM International Symposium on Mobile Ad Hoc Networking and Computing, 2012

Low complexity multi-layer optimization for multi-hop wireless networks.
Proceedings of the 31st IEEE Military Communications Conference, 2012

Scented Node Protocol for MANET Routing.
Proceedings of the Biologically Inspired Networking and Sensing, 2012

2011
Cost-Delay Tradeoffs for Two-Way Relay Networks.
IEEE Trans. Wirel. Commun., 2011

Distributed Stochastic Power Control in Ad-hoc Networks: A Nonconvex Case
CoRR, 2011

Jamming games in wireless networks with incomplete information.
IEEE Commun. Mag., 2011

RFnest™: Radio frequency network emulator simulator tool.
Proceedings of the MILCOM 2011, 2011

Traffic shaping impact of network coding on spectrum predictability and jamming attacks.
Proceedings of the MILCOM 2011, 2011

Spectrum shaping via network coding in cognitive radio networks.
Proceedings of the INFOCOM 2011. 30th IEEE International Conference on Computer Communications, 2011

Distributed Power Control for Ad-Hoc Communications via Stochastic Nonconvex Utility Optimization.
Proceedings of IEEE International Conference on Communications, 2011

Information-Geometric Wireless Network Inference.
Proceedings of the Global Communications Conference, 2011

2010
Wireless jamming attacks under dynamic traffic uncertainty.
Proceedings of the 8th International Symposium on Modeling and Optimization in Mobile, Ad-Hoc and Wireless Networks (WiOpt 2010), May 31, 2010

Jamming games for power controlled medium access with dynamic traffic.
Proceedings of the IEEE International Symposium on Information Theory, 2010

The maximum stable broadcast throughput for wireless line networks with network coding and topology control.
Proceedings of the 44th Annual Conference on Information Sciences and Systems, 2010

Queue based compression in a two-way relay network.
Proceedings of the 44th Annual Conference on Information Sciences and Systems, 2010

2009
A game-theoretic analysis of denial of service attacks in wireless random access.
Wirel. Networks, 2009

On broadcast stability of queue-based dynamic network coding over erasure channels.
IEEE Trans. Inf. Theory, 2009

Training overhead for decoding random linear network codes in wireless networks.
IEEE J. Sel. Areas Commun., 2009

Comparison of Analog and Digital Relay Methods with Network Coding for Wireless Multicast.
Proceedings of IEEE International Conference on Communications, 2009

MAC games for distributed wireless network security with incomplete information of selfish and malicious user types.
Proceedings of the 1st International Conference on Game Theory for Networks, 2009

Cost sharing with network coding in two-way relay networks.
Proceedings of the 47th Annual Allerton Conference on Communication, 2009

2008
Cross-Layer Optimization of MAC and Network Coding in Wireless Queueing Tandem Networks.
IEEE Trans. Inf. Theory, 2008

Throughput and stability of digital and analog network coding for wireless networks with single and multiple relays.
Proceedings of the 4th Annual International Conference on Wireless Internet, 2008

On the delay and throughput of digital and analog network coding for wireless broadcast.
Proceedings of the 42nd Annual Conference on Information Sciences and Systems, 2008

2007
Medium Access Control and Network Coding for Wireless Information Flows.
PhD thesis, 2007

On Joint MAC and Network Coding in Wireless Ad Hoc Networks.
IEEE Trans. Inf. Theory, 2007

2006
A game-theoretic look at simple relay channel.
Wirel. Networks, 2006

Network Coding in Wireless Queueing Networks: Tandem Network Case.
Proceedings of the Proceedings 2006 IEEE International Symposium on Information Theory, 2006

Joint Optimization of MAC and Network Coding for Cooperative and Competitive Wireless Multicasting.
Proceedings of the 12th International Conference on Parallel and Distributed Systems, 2006

Some Optimization Trade-offs in Wireless Network Coding.
Proceedings of the 40th Annual Conference on Information Sciences and Systems, 2006

2005
Crosslayer design for distributed MAC and network coding in wireless ad hoc networks.
Proceedings of the 2005 IEEE International Symposium on Information Theory, 2005

2004
The problem of medium access control in wireless sensor networks.
IEEE Wirel. Commun., 2004

Multiple access and time division: a new look.
Proceedings of the 2004 IEEE International Symposium on Information Theory, 2004

Energy and throughput efficiency in wireless ad hoc networks through Group TDMA.
Proceedings of the 43rd IEEE Conference on Decision and Control, 2004

2003
Robot control: swinging like a pendulum.
Comput. Sci. Eng., 2003

Classified information: the data clustering problem.
Comput. Sci. Eng., 2003

Energy-efficient MAC in ad-hoc networks inspired by conflict resolution concepts.
Ad Hoc Networks, 2003

Energy-Efficient Collision Resolution in Wireless Ad-Hoc Networks.
Proceedings of the Proceedings IEEE INFOCOM 2003, The 22nd Annual Joint Conference of the IEEE Computer and Communications Societies, San Franciso, CA, USA, March 30, 2003

Power control and rate adaptation as stochastic games for random access.
Proceedings of the 42nd IEEE Conference on Decision and Control, 2003


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