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Brain-Computer Interface applications: Security and privacy challenges

https://doi.org/10.1109/cns.2015.7346884
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What this work says

Outgoing claims: the papers this work cites, builds on, or argues with.

inferredcites →https://doi.org/10.1007/978-3-642-18178-8_30openalex-snapshot
Privilege Escalation Attacks on Android
inferredcites →https://doi.org/10.1007/978-3-642-41320-9_1openalex-snapshot
I Think, Therefore I Am: Usability and Security of Authentication Using Brainwaves
inferredcites →https://doi.org/10.1007/s12193-010-0046-0openalex-snapshot
Bacteria Hunt
inferredcites →https://doi.org/10.1016/b978-0-12-374512-5.x0001-1openalex-snapshot
Quantitative EEG, Event-Related Potentials and Neurotherapy
inferredcites →https://doi.org/10.1016/j.neunet.2009.07.003openalex-snapshot
The MindGame: A P300-based brain–computer interface game
inferredcites →https://doi.org/10.1016/j.neuron.2006.09.019openalex-snapshot
Brain-Controlled Interfaces: Movement Restoration with Neural Prosthetics
inferredcites →https://doi.org/10.1109/ethics.2014.6893415openalex-snapshot
App stores for the brain: Privacy & security in Brain-Computer Interfaces
inferredcites →https://doi.org/10.1109/tbme.2003.808805openalex-snapshot
A dynamical model for generating synthetic electrocardiogram signals
inferredcites →https://doi.org/10.1109/tifs.2012.2204249openalex-snapshot
CRêPE: A System for Enforcing Fine-Grained Context-Related Policies on Android
inferredcites →https://doi.org/10.1109/tre.2000.847807openalex-snapshot
Brain-computer interface technology: a review of the first international meeting
inferredcites →https://doi.org/10.1145/1851322.1851326openalex-snapshot
NeuroPhone
inferredcites →https://doi.org/10.1145/2594291.2594299openalex-snapshot
FlowDroid
inferredcites →https://doi.org/10.1145/2619091openalex-snapshot
TaintDroid
inferredcites →https://doi.org/10.1145/2638728.2641710openalex-snapshot
My thoughts are not your thoughts
inferredcites →https://doi.org/10.1145/2666356.2594299openalex-snapshot
FlowDroid
inferredcites →https://doi.org/10.1145/2699026.2699119openalex-snapshot
Can't You Hear Me Knocking
inferredcites →https://doi.org/10.14257/astl.2013.39.03openalex-snapshot
EEG Signal feature analysis of Smartphone Game User
inferredcites →https://doi.org/10.3171/2009.4.focus0985openalex-snapshot
Neurosecurity: security and privacy for neural devices
inferredcites →https://doi.org/10.4108/icst.bodynets.2013.253918openalex-snapshot
Air brain – the easy telemetric system with smartphone for EEG signal and human behavior
inferredcites →https://doi.org/10.5120/13163-0845openalex-snapshot
Multi-Dimensional and Multi-Level Authentication Techniques
inferredcites →https://doi.org/10.5555/1924943.1924971openalex-snapshot
TaintDroid: an information-flow tracking system for realtime privacy monitoring on smartphones

What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

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Privacy and Security in Brain-Computer Interfaces
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A Brief Review of Information Security and Privacy Risks of NeuroIS Tools
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FAMID: False Alarms Mitigation in IoMT Devices
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Internet Security Issues in Robotics for Brain-Computer Interface: Opportunities and Challenges
inferred← citeshttps://doi.org/10.1007/978-3-319-58071-5_9openalex-snapshot
Brain-Computer Interfaces: Agency and the Transition from Ethics to Politics
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The Rudiments of Energy Conservation and IoT
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A comprehensive and systematic review of the load balancing mechanisms in the Internet of Things
inferred← citeshttps://doi.org/10.1007/s10586-021-03326-zopenalex-snapshot
Noise-based cyberattacks generating fake P300 waves in brain–computer interfaces
inferred← citeshttps://doi.org/10.1007/s10676-016-9398-9openalex-snapshot
Hacking the brain: brain–computer interfacing technology and the ethics of neurosecurity
inferred← citeshttps://doi.org/10.1007/s11276-023-03649-2openalex-snapshot
Impact of neural cyberattacks on a realistic neuronal topology from the primary visual cortex of mice
inferred← citeshttps://doi.org/10.1007/s12152-025-09607-3openalex-snapshot
Cyber Risks to Next-Gen Brain-Computer Interfaces: Analysis and Recommendations
inferred← citeshttps://doi.org/10.1016/b978-0-443-33414-6.00014-9openalex-snapshot
Brain–computer interfaces for security and authentication
inferred← citeshttps://doi.org/10.1016/bs.dnb.2020.03.001openalex-snapshot
Peering into the mind? The ethics of consumer neuromonitoring devices
inferred← citeshttps://doi.org/10.1016/j.cogsys.2019.09.013openalex-snapshot
The plausibility of using unmanned aerial vehicles as a serious game for dealing with attention deficit-hyperactivity disorder
inferred← citeshttps://doi.org/10.1016/j.pmcj.2017.10.005openalex-snapshot
EnergIoT: A solution to improve network lifetime of IoT devices
inferred← citeshttps://doi.org/10.1057/s41301-019-00208-1openalex-snapshot
Governance and Assessment of Future Spaces: A Discussion of Some Issues Raised by the Possibilities of Human–Machine Mergers
inferred← citeshttps://doi.org/10.1109/access.2020.3017394openalex-snapshot
Cyberattacks on Miniature Brain Implants to Disrupt Spontaneous Neural Signaling
inferred← citeshttps://doi.org/10.1109/cic.2016.026openalex-snapshot
Brain Computer Interface (BCI) Applications: Privacy Threats and Countermeasures
inferred← citeshttps://doi.org/10.1109/cig.2019.8848115openalex-snapshot
B2CI 2019: The IEEE Brain to Computer Interface Competition’s Gaming Event
inferred← citeshttps://doi.org/10.1109/comst.2019.2914094openalex-snapshot
Security Vulnerabilities, Attacks, Countermeasures, and Regulations of Networked Medical Devices—A Review
inferred← citeshttps://doi.org/10.1109/icaccaf.2018.8776850openalex-snapshot
Authentication with brainwaves: a review on the application of EEG as an authentication method
inferred← citeshttps://doi.org/10.1109/iccd56317.2022.00091openalex-snapshot
Trojan Resilience in Implantable and Wearable Medical Devices with Virtual Biosensing
inferred← citeshttps://doi.org/10.1109/iccd58817.2023.00021openalex-snapshot
MindCrypt: The Brain as a Random Number Generator for SoC-Based Brain-Computer Interfaces
inferred← citeshttps://doi.org/10.1109/iccnc.2017.7876258openalex-snapshot
Personalizable neurological user authentication framework
inferred← citeshttps://doi.org/10.1109/icecet52533.2021.9698569openalex-snapshot
False Data Injection Cyberattacks to Human Brain Implants’ Power Source
inferred← citeshttps://doi.org/10.1109/metroxraine54828.2022.9967515openalex-snapshot
BCI devices and their legal compliance: A prototype tool for its evaluation and measurement
inferred← citeshttps://doi.org/10.1109/metroxraine54828.2022.9967556openalex-snapshot
BCI devices and their capacity to express human will having legal value: a model of risk-based classification
inferred← citeshttps://doi.org/10.1109/ojcs.2025.3587014openalex-snapshot
A Robust Image Encryption Protocol for Secure Data Sharing in Brain Computer Interface Applications
inferred← citeshttps://doi.org/10.1109/r10-htc57504.2023.10461739openalex-snapshot
Emerging Applications of Brain Computer Interfaces: A Comprehensive Review and Future Perspectives
inferred← citeshttps://doi.org/10.1109/rcar52367.2021.9517593openalex-snapshot
Time-frequency decomposition-based weighted ensemble learning for motor imagery EEG classification
inferred← citeshttps://doi.org/10.1109/scspw.2016.7509558openalex-snapshot
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inferred← citeshttps://doi.org/10.1109/smartnets69662.2026.11604855openalex-snapshot
NeuroMask: Masked Defense Against Side-Channel Attacks on Wearable Devices
inferred← citeshttps://doi.org/10.1109/smc53992.2023.10394505openalex-snapshot
Adversarial Stimuli: Attacking Brain-Computer Interfaces via Perturbed Sensory Events
inferred← citeshttps://doi.org/10.1109/tcss.2022.3184818openalex-snapshot
Privacy-Preserving Brain–Computer Interfaces: A Systematic Review
inferred← citeshttps://doi.org/10.1109/tnse.2026.3668009openalex-snapshot
A Generative Model for Spatial Complex Networks: Applications to Power Grids and Brain Networks
inferred← citeshttps://doi.org/10.1145/3605758.3623497openalex-snapshot
Brain-Hack : Remotely Injecting False Brain-Waves with RF to Take Control of a Brain-Computer Interface
inferred← citeshttps://doi.org/10.1155/2021/5229576openalex-snapshot
Review on EEG‐Based Authentication Technology
inferred← citeshttps://doi.org/10.1155/2021/5517637openalex-snapshot
Breaching Subjects’ Thoughts Privacy: A Study with Visual Stimuli and Brain-Computer Interfaces
inferred← citeshttps://doi.org/10.1186/s12984-022-01026-2openalex-snapshot
Design-development of an at-home modular brain–computer interface (BCI) platform in a case study of cervical spinal cord injury
inferred← citeshttps://doi.org/10.12794/metadc984122openalex-snapshot
Brain Computer Interface (BCI) Applications: Privacy Threats and Countermeasures
inferred← citeshttps://doi.org/10.15547/ictte.2019.02.094openalex-snapshot
THE BRAIN-COMPUTER INTERFACE
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Behavioral Biometric Security: Brainwave Authentication Methods
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LabVIEW GUI for Emotiv EPOC of Prosthetic Hand Control
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The protection of neural rights in the age of neurotechnologies and AI. the ethical challenge for law and neuroscience
inferred← citeshttps://doi.org/10.21202/jdtl.2025.16openalex-snapshot
Neurohacking in the Digital and Artificial Intelligence Age: Legal Aspects of Protecting Neural Information
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BEYİN KOMPÜTER İNTERFEYSİ: PERSPEKTİVLƏRİ, TƏTBİQLƏRİ VƏ PROBLEMLƏRİ
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Privacy and Brain-Computer Interfaces: method and interim findings
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ChatGPT and BCI-VR: a new integrated diagnostic and therapeutic perspective for the accurate diagnosis and personalized treatment of mild cognitive impairment
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Research on the Emotions Based on Brain-Computer Technology: A Bibliometric Analysis and Research Agenda
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An Introductory Tutorial on Brain–Computer Interfaces and Their Applications
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Research on Ocular Artifacts Removal from Single-Channel Electroencephalogram Signals in Obstructive Sleep Apnea Patients Based on Support Vector Machine, Improved Variational Mode Decomposition, and Second-Order Blind Identification
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From Science Fiction to Reality: Exploring Brain-Computer Interfaces and their Human Applications
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Cybersecurity Risks Associated With Brain-Computer Interface Classifications
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A Survey on Security and Privacy Issues in Modern Healthcare Systems: Attacks and Defenses
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