Derek Abbott

Orcid: 0000-0002-0945-2674

Affiliations:
  • University of Adelaide, Australia


According to our database1, Derek Abbott authored at least 189 papers between 1995 and 2024.

Collaborative distances:

Awards

IEEE Fellow

IEEE Fellow 2005, "For contributions to analysis of noise and stochastic phenomena in vision systems.".

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
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Online presence:

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Bibliography

2024
Hypercomplex Signal and Image Processing: Part 2 [From the Guest Editors].
IEEE Signal Process. Mag., May, 2024

Hypercomplex Signal and Image Processing: Part 1 [From the Guest Editors].
IEEE Signal Process. Mag., March, 2024

Resolving game theoretical dilemmas with quantum states.
Quantum Inf. Process., January, 2024

On Model Outsourcing Adaptive Attacks to Deep Learning Backdoor Defenses.
IEEE Trans. Inf. Forensics Secur., 2024

NTD: Non-Transferability Enabled Deep Learning Backdoor Detection.
IEEE Trans. Inf. Forensics Secur., 2024

Quantization Backdoors to Deep Learning Commercial Frameworks.
IEEE Trans. Dependable Secur. Comput., 2024

One-to-Multiple Clean-Label Image Camouflage (OmClic) based backdoor attack on deep learning.
Knowl. Based Syst., 2024

Towards robustness evaluation of backdoor defense on quantized deep learning models.
Expert Syst. Appl., 2024

Sponge Attack Against Multi-Exit Networks With Data Poisoning.
IEEE Access, 2024

Editor-in-Chief.
IEEE Access, 2024

Watch Out! Simple Horizontal Class Backdoor Can Trivially Evade Defense.
Proceedings of the 2024 on ACM SIGSAC Conference on Computer and Communications Security, 2024

2023
MUD-PQFed: Towards Malicious User Detection on model corruption in Privacy-preserving Quantized Federated learning.
Comput. Secur., October, 2023

MLMSA: Multilabel Multiside-Channel-Information Enabled Deep Learning Attacks on APUF Variants.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., September, 2023

RBNN: Memory-Efficient Reconfigurable Deep Binary Neural Network With IP Protection for Internet of Things.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., April, 2023

Editorial: Mobile and wearable systems for health monitoring.
Frontiers Digit. Health, March, 2023

Evaluation of Australia's Generation-Storage Requirements in a Fully Renewable Grid With Intermittent and Flexible Generation.
IEEE Access, 2023

Low Complexity Compact Lowpass Filter Using T-Shaped Resonator Loaded With a Stub.
IEEE Access, 2023

A Decade of IEEE Access.
IEEE Access, 2023

TransCAB: Transferable Clean-Annotation Backdoor to Object Detection with Natural Trigger in Real-World.
Proceedings of the 42nd International Symposium on Reliable Distributed Systems, 2023

Investigation of the Common Independent Component Analysis Approaches in Biological Signals for Removing Cardiac Field Artefact from EEG.
Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023

2022
Low Cost Digital Implementation of Hybrid FitzHugh Nagumo-Morris Lecar Neuron Model Considering Electromagnetic Flux Coupling.
IEEE Trans. Biomed. Circuits Syst., December, 2022

Two-player quantum games: When player strategies are via directional choices.
Quantum Inf. Process., 2022

Role of astrocytes in the self-repairing characteristics of analog neural networks.
Neurocomputing, 2022

MACAB: Model-Agnostic Clean-Annotation Backdoor to Object Detection with Natural Trigger in Real-World.
CoRR, 2022

MLMSA: Multi-Label Multi-Side-Channel-Information enabled Deep Learning Attacks on APUF Variants.
CoRR, 2022

MUD-PQFed: Towards Malicious User Detection in Privacy-Preserving Quantized Federated Learning.
CoRR, 2022

Dangerous Cloaking: Natural Trigger based Backdoor Attacks on Object Detectors in the Physical World.
CoRR, 2022

Ultra-Compact Efficient Thermally Actuated Mach-Zehnder Modulator Based on VO<sub>2</sub>.
IEEE Access, 2022

Optimal sizing and scheduling of community battery storage within a local market.
Proceedings of the e-Energy '22: The Thirteenth ACM International Conference on Future Energy Systems, Virtual Event, 28 June 2022, 2022

2021
Parallel and Distributed Optimization Method With Constraint Decomposition for Energy Management of Microgrids.
IEEE Trans. Smart Grid, 2021

A Noise-Boosted Remaining Useful Life Prediction Method for Rotating Machines Under Different Conditions.
IEEE Trans. Instrum. Meas., 2021

Noise-Boosted Backpropagation Learning of Feedforward Threshold Neural Networks for Function Approximation.
IEEE Trans. Instrum. Meas., 2021

Wide Bandgap DC-DC Converter Topologies for Power Applications.
Proc. IEEE, 2021

Linearity and Nonlinearity in Hollow-Core Antiresonant Fiber Sensors in the Terahertz Regime.
IEEE Instrum. Meas. Mag., 2021

Distributed Bayesian vector estimation using noise-optimized low-resolution sensor observations.
Digit. Signal Process., 2021

NTD: Non-Transferability Enabled Backdoor Detection.
CoRR, 2021

Quantization Backdoors to Deep Learning Models.
CoRR, 2021

Maximum Likelihood Estimation of Stochastic Fractional Singular Models.
IEEE Access, 2021

Correction to: "Experimental Study on Glass and Polymers: Determining the Optimal Material for Potential Use in Terahertz Technology".
IEEE Access, 2021

Impact of high renewable penetration on storage requirements for Australia.
Proceedings of the 2021 IEEE PES Innovative Smart Grid Technologies, 2021

Improved Subaperture Based Aperture-Dependent Motion Compensation Based on Adaptive Blocking and Apodization.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

2020
DC is the Future [Point of View].
Proc. IEEE, 2020

Linear measurements from nonlinear sensors: Identifying distortion with incidental noise.
IEEE Instrum. Meas. Mag., 2020

Nonlinear retinal response modeling for future neuromorphic instrumentation.
IEEE Instrum. Meas. Mag., 2020

Binary signal transmission in nonlinear sensors: Stochastic resonance and human hand balance.
IEEE Instrum. Meas. Mag., 2020

Composing recipes based on nutrients in food in a machine learning context.
Neurocomputing, 2020

Deep learning-based cardiovascular image diagnosis: A promising challenge.
Future Gener. Comput. Syst., 2020

Impact of Data Transformation: An ECG Heartbeat Classification Approach.
Frontiers Digit. Health, 2020

Global channel attention networks for intracranial vessel segmentation.
Comput. Biol. Medicine, 2020

Exploring Low Loss and Single Mode in Antiresonant Tube Lattice Terahertz Fibers.
IEEE Access, 2020

Universal Kriging Prediction of Line-of-Sight Microwave Fading.
IEEE Access, 2020

Comparative Study of Discrete PI and PR Controls for Single-Phase UPS Inverter.
IEEE Access, 2020

Exploring <i>Bona Fide</i> Optimal Noise for Bayesian Parameter Estimation.
IEEE Access, 2020

Quantification of Atherosclerotic Plaque Elasticity Using Ultrasonic Texture Matching.
IEEE Access, 2020

Experimental Study on Glass and Polymers: Determining the Optimal Material for Potential Use in Terahertz Technology.
IEEE Access, 2020

Angiogenic Networks in Tumors - Insights via Mathematical Modeling.
IEEE Access, 2020

Tunable Terahertz Graphene-Based Absorber Design Method Based on a Circuit Model Approach.
IEEE Access, 2020

2019
Noise Benefits in Combined Nonlinear Bayesian Estimators.
IEEE Trans. Signal Process., 2019

Distributed Secondary Control and Management of Islanded Microgrids via Dynamic Weights.
IEEE Trans. Smart Grid, 2019

A Digital Neuromorphic Realization of the 2-D Wilson Neuron Model.
IEEE Trans. Circuits Syst. II Express Briefs, 2019

The use of photoplethysmography for assessing hypertension.
npj Digit. Medicine, 2019

Neural evidence for long-term marriage shaping the functional brain network organization between couples.
NeuroImage, 2019

Game theoretical modelling of network/cyber security [Review paper].
CoRR, 2019

A Hi-Bi Ultra-Sensitive Surface Plasmon Resonance Fiber Sensor.
IEEE Access, 2019

Game Theoretical Modelling of Network/Cybersecurity.
IEEE Access, 2019

Can C-Reactive Protein (CRP) Time Series Forecasting be Achieved via Deep Learning?
IEEE Access, 2019

2018
High Performance Microstrip Low Pass Filter for Wireless Communications.
Wirel. Pers. Commun., 2018

Noise Enhancement in Robust Estimation of Location.
IEEE Trans. Signal Process., 2018

A Digital Neuromorphic Realization of Pair-Based and Triplet-Based Spike-Timing-Dependent Synaptic Plasticity.
IEEE Trans. Circuits Syst. II Express Briefs, 2018

PUF-FSM: A Controlled Strong PUF.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2018

Identification of Ultrasonic Echolucent Carotid Plaques Using Discrete Fréchet Distance Between Bimodal Gamma Distributions.
IEEE Trans. Biomed. Eng., 2018

A game theoretical perspective on the quantum probabilities associated with a GHZ state.
Quantum Inf. Process., 2018

Low loss and low dispersion hybrid core photonic crystal fiber for terahertz propagation.
Photonic Netw. Commun., 2018

Tri-orthogonal polarization diversity reception for non-geosynchronous satellite orbit ionospheric channels.
Int. J. Satell. Commun. Netw., 2018

Centerline Extraction of Vasculature Mesh.
IEEE Access, 2018

Deep Learning for C-Reactive Protein Prediction.
Proceedings of the 2nd European Conference on Electrical Engineering and Computer Science, 2018

2017
Cost-Based Droop Schemes for Economic Dispatch in Islanded Microgrids.
IEEE Trans. Smart Grid, 2017

Networked and Distributed Control Method With Optimal Power Dispatch for Islanded Microgrids.
IEEE Trans. Ind. Electron., 2017

PUF Sensor: Exploiting PUF Unreliability for Secure Wireless Sensing.
IEEE Trans. Circuits Syst. I Regul. Pap., 2017

A Hybrid CMOS-Memristor Neuromorphic Synapse.
IEEE Trans. Biomed. Circuits Syst., 2017

Kidnapping Model: An Extension of Selten's Game.
CoRR, 2017

Exploiting PUF Models for Error Free Response Generation.
CoRR, 2017

Detecting Recycled Commodity SoCs: Exploiting Aging-Induced SRAM PUF Unreliability.
CoRR, 2017

Modeling Attack Resilient Reconfigurable Latent Obfuscation Technique for PUF based Lightweight Authentication.
CoRR, 2017

5G Terrestrial Networks: Mobility and Coverage - Solution in Three Dimensions.
IEEE Access, 2017

A fully integrable RF energy harvester with dynamic efficiency tuning.
Proceedings of the International SoC Design Conference, 2017

2016
Agent-Based Decentralized Control Method for Islanded Microgrids.
IEEE Trans. Smart Grid, 2016

Digital Multiplierless Realization of Two-Coupled Biological Hindmarsh-Rose Neuron Model.
IEEE Trans. Circuits Syst. II Express Briefs, 2016

A Digital Realization of Astrocyte and Neural Glial Interactions.
IEEE Trans. Biomed. Circuits Syst., 2016

Read operation performance of large selectorless cross-point array with self-rectifying memristive device.
Integr., 2016

Tri-orthogonal polarization diversity for 5G networks.
Trans. Emerg. Telecommun. Technol., 2016

Verifying Public Keys without Trust: How Anonymity Can Guarantee Data Integrity.
CoRR, 2016

Pattern identification of biomedical images with time series: Contrasting THz pulse imaging with DCE-MRIs.
Artif. Intell. Medicine, 2016

Emerging Physical Unclonable Functions With Nanotechnology.
IEEE Access, 2016

The Vector Algebra War: A Historical Perspective.
IEEE Access, 2016

Obfuscated challenge-response: A secure lightweight authentication mechanism for PUF-based pervasive devices.
Proceedings of the 2016 IEEE International Conference on Pervasive Computing and Communication Workshops, 2016

2015
Digital Implementation of a Biological Astrocyte Model and Its Application.
IEEE Trans. Neural Networks Learn. Syst., 2015

A Hopf Resonator for 2-D Artificial Cochlea: Piecewise Linear Model and Digital Implementation.
IEEE Trans. Circuits Syst. I Regul. Pap., 2015

Digital Multiplierless Realization of Two Coupled Biological Morris-Lecar Neuron Model.
IEEE Trans. Circuits Syst. I Regul. Pap., 2015

On Time Domain Analysis of Photoplethysmogram Signals for Monitoring Heat Stress.
Sensors, 2015

Fast T Wave Detection Calibrated by Clinical Knowledge with Annotation of P and T Waves.
Sensors, 2015

Digital multiplierless implementation of the biological FitzHugh-Nagumo model.
Neurocomputing, 2015

A Challenge Obfuscation Method for Thwarting Model Building Attacks on PUFs.
IACR Cryptol. ePrint Arch., 2015

Secure Goods Supply Chain and Key Exchange with Virtual Proof of Reality.
IACR Cryptol. ePrint Arch., 2015

Future Large-Scale Memristive Device Crossbar Arrays: Limits Imposed by Sneak-Path Currents on Read Operations.
CoRR, 2015

Frequency analysis of photoplethysmogram and its derivatives.
Comput. Methods Programs Biomed., 2015

3-D Low Earth Orbit Vector Estimation of Faraday Rotation and Path Delay.
IEEE Access, 2015

A New Transient Attack on the Kish Key Distribution System.
IEEE Access, 2015

Does feedback modality affect performance of brain computer interfaces?
Proceedings of the 7th International IEEE/EMBS Conference on Neural Engineering, 2015

Prediction of motor imagery based brain computer interface performance using a reaction time test.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

mrPUF: A Novel Memristive Device Based Physical Unclonable Function.
Proceedings of the Applied Cryptography and Network Security, 2015

2014
Simplified Three-Cornered-Hat Technique for Frequency Stability Measurements.
IEEE Trans. Instrum. Meas., 2014

Pulsatile Flow Characterization in a Vessel Phantom With Elastic Wall Using Ultrasonic Particle Image Velocimetry Technique: The Impact of Vessel Stiffness on Flow Dynamics.
IEEE Trans. Biomed. Eng., 2014

A probabilistic approach to quantum Bayesian games of incomplete information.
Quantum Inf. Process., 2014

Geometric Algebra for Electrical and Electronic Engineers.
Proc. IEEE, 2014

Spike-Based Synaptic Plasticity in Silicon: Design, Implementation, Application, and Challenges.
Proc. IEEE, 2014

Cellular Memristive Dynamical Systems (CMDS).
Int. J. Bifurc. Chaos, 2014

Facts, myths and fights about the KLJN classical physical key exchanger.
CoRR, 2014

A directional coupler attack against the Kish key distribution system.
CoRR, 2014

Real-time compensation of static distortion by measurement of differential noise gain.
Proceedings of the 2014 IEEE Workshop on Signal Processing Systems, 2014

Unsupervised Segmentation of Blood Vessels from Colour Retinal Fundus Images.
Proceedings of the Health Information Science - Third International Conference, 2014

2013
Secure communications using the KLJN scheme.
Scholarpedia, 2013

An improved formalism for quantum computation based on geometric algebra - case study: Grover's search algorithm.
Quantum Inf. Process., 2013

The Reasonable Ineffectiveness of Mathematics [Point of View].
Proc. IEEE, 2013

A neuromorphic VLSI design for spike timing and rate based synaptic plasticity.
Neural Networks, 2013

Weak signal detection: Condition for noise induced enhancement.
Digit. Signal Process., 2013

Critical analysis of the Bennett-Riedel attack on secure cryptographic key distributions via the Kirchhoff-law-Johnson-noise scheme.
CoRR, 2013

Physical-layer encryption on the public internet: a stochastic approach to the Kish-Sethuraman cipher.
CoRR, 2013

A new compact analog VLSI model for Spike Timing Dependent Plasticity.
Proceedings of the 21st IEEE/IFIP International Conference on VLSI and System-on-Chip, 2013

Pairing frequency experiments in visual cortex reproduced in a neuromorphic STDP circuit.
Proceedings of the 20th IEEE International Conference on Electronics, 2013

Joint symbolic dynamics as an effective approach to study the influence of respiratory phase on baroreflex function.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013

Improved ECG pre-processing for beat-to-beat QT interval variability measurement.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013

Investigation of the trade-off between time window length, classifier update rate and classification accuracy for restorative brain-computer interfaces.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013

2012
Investigation of Atrial Vulnerability by Analysis of the Sinus Node EG From Atrial Fibrillation Models Using a Phase Synchronization Method.
IEEE Trans. Biomed. Eng., 2012

Exploring weak-periodic-signal stochastic resonance in locally optimal processors with a Fisher information metric.
Signal Process., 2012

Addressing the Intermittency Challenge: Massive Energy Storage in a Sustainable Future [Scanning the Issue].
Proc. IEEE, 2012

Memristive Device Fundamentals and Modeling: Applications to Circuits and Systems Simulation.
Proc. IEEE, 2012

Anatomical landmark localization in breast dynamic contrast-enhanced MR imaging.
Medical Biol. Eng. Comput., 2012

Exploiting sparsity and low-rank structure for the recovery of multi-slice breast MRIs with reduced sampling error.
Medical Biol. Eng. Comput., 2012

An improved formalism for the Grover search algorithm
CoRR, 2012

Tensor based sparse decomposition of 3D shape for visual detection of mirror symmetry.
Comput. Methods Programs Biomed., 2012

Medical image diagnostics based on computer-aided flow analysis using magnetic resonance images.
Comput. Medical Imaging Graph., 2012

Efficient design of triplet based Spike-Timing Dependent Plasticity.
Proceedings of the 2012 International Joint Conference on Neural Networks (IJCNN), 2012

Design and implementation of BCM rule based on spike-timing dependent plasticity.
Proceedings of the 2012 International Joint Conference on Neural Networks (IJCNN), 2012

Effect of spontaneous arousals on cardio-respiratory interaction in healthy children.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012

Beat-to-beat spatial and temporal analysis for QRS-T morphology.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012

2011
Memristor MOS Content Addressable Memory (MCAM): Hybrid Architecture for Future High Performance Search Engines.
IEEE Trans. Very Large Scale Integr. Syst., 2011

Time delay correction of the synchrogram for optimized detection of cardiorespiratory coordination.
Medical Biol. Eng. Comput., 2011

Quantum Strategies Win in a Defector-Dominated Population
CoRR, 2011

Fisher information as a performance metric for locally optimum processing
CoRR, 2011

Memristor-based Synaptic Networks and Logical Operations Using In-Situ Computing
CoRR, 2011

High Density and Non-volatile CRS-based CAM
CoRR, 2011

An Analytical Approach for Memristive Nanoarchitectures
CoRR, 2011

Quantification of cardio-respiratory interactions in healthy children during night-time sleep using joint symbolic dynamics.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011

2010
A Systemized View of Superluminal Wave Propagation.
Proc. IEEE, 2010

Keeping the Energy Debate Clean: How Do We Supply the World's Energy Needs?
Proc. IEEE, 2010

Towards a Quantum Game of Life.
Proceedings of the Game of Life Cellular Automata., 2010

2009
What Is Stochastic Resonance? Definitions, Misconceptions, Debates, and Its Relevance to Biology.
PLoS Comput. Biol., 2009

Wavelet based local tomographic image using terahertz techniques.
Digit. Signal Process., 2009

2008
Local Reconstruction for Three Dimensional Terahertz Imaging Using a CW Quantum Cascade Laser.
Proceedings of the 2008 International Conference on Image Processing, 2008

2007
T-Ray Sensing and Imaging.
Proc. IEEE, 2007

Special Issue on T-Ray Imaging, Sensing, and Retection.
Proc. IEEE, 2007

Enhanced T-ray signal classification using wavelet preprocessing.
Medical Biol. Eng. Comput., 2007

Numerical removal of water-vapor effects from THz-TDS measurements
CoRR, 2007

Wavelet Based Local Coherent Tomography with an Application in Terahertz Imaging.
Proceedings of the Computer Analysis of Images and Patterns, 12th International Conference, 2007

2006
Theoretical modeling of micro-scale biological phenomena in human coronary arteries.
Medical Biol. Eng. Comput., 2006

Statistical Model for the Classification of the Wavelet Transforms of T-ray Pulses.
Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006

2004
Optimizing genetic algorithm strategies for evolving networks
CoRR, 2004

Exploring tradeoffs in pleiotropy and redundancy using evolutionary computing
CoRR, 2004

Parrondo's games with chaotic switching
CoRR, 2004

Delay Evaluation of High Speed Data-Path Circuits Based on Threshold Logic.
Proceedings of the Integrated Circuit and System Design, 2004

Multiple embedding using robust watermarks for wireless medical images.
Proceedings of the 3rd International Conference on Mobile and Ubiquitous Multimedia, 2004

Logical Effort Based Design Exploration of 64-bit Adders Using a Mixed Dynamic-CMOS/Threshold-Logic Approach.
Proceedings of the 2004 IEEE Computer Society Annual Symposium on VLSI (ISVLSI 2004), 2004

Optimal quantization in neural coding.
Proceedings of the 2004 IEEE International Symposium on Information Theory, 2004

Signal reconstruction via noise through a system of parallel threshold nonlinearities.
Proceedings of the 2004 IEEE International Conference on Acoustics, 2004

2003
Dreams Versus Reality: Plenary Debate Session on Quantum Computing.
Quantum Inf. Process., 2003

A-DELTA: A 64-bit High Speed, Compact, Hybrid Dynamic-CMOS/Threshold-Logic Adder.
Proceedings of the Artificial Neural Nets Problem Solving Methods, 2003

Area efficient, high speed parallel counter circuits using charge recycling threshold logic.
Proceedings of the 2003 International Symposium on Circuits and Systems, 2003

2002
A review of stochastic resonance: circuits and measurement.
IEEE Trans. Instrum. Meas., 2002

Low depth carry lookahead addition using charge recycling threshold logic.
Proceedings of the 2002 International Symposium on Circuits and Systems, 2002

2000
Delay analysis of neuron-MOS and capacitive threshold-logic.
Proceedings of the 2000 7th IEEE International Conference on Electronics, 2000

1999
Millimeter-wave insect vision sensors for collision avoidance in space.
Proceedings of the Mobile Robots XIV, Boston, 1999

Artificial color insect vision.
Proceedings of the Mobile Robots XIV, Boston, 1999

Low Power Techniques for Digital GaAs VLSI.
Proceedings of the 9th Great Lakes Symposium on VLSI (GLS-VLSI '99), 1999

1998
Millimeter-wave collision avoidance sensors: future directions.
Proceedings of the Mobile Robots XIII and Intelligent Transportation Systems, Boston, 1998

Neu-MOS (νMOS) for smart sensors and extension to a novel neu-GaAs (νGaAs) paradigm.
Proceedings of the 5th IEEE International Conference on Electronics, Circuits and Systems, 1998

1997
An insect vision-based motion detection chip.
IEEE J. Solid State Circuits, 1997

GaAs pseudodynamic latched logic for high performance processor cores.
IEEE J. Solid State Circuits, 1997

1995
Biologically inspired obstacle avoidance - a technology independent paradigm.
Proceedings of the Mobile Robots X, Philadephia, PA, USA, October 23, 1995, Proceedings, 1995


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