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Risk Prediction of IoT Devices Based on Vulnerability Analysis

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What this work says

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

inferredcites →https://doi.org/10.1007/978-3-030-05345-1_36openalex-snapshot
Identifying Devices of the Internet of Things Using Machine Learning on Clock Characteristics
inferredcites →https://doi.org/10.1007/978-3-319-42337-1openalex-snapshot
Subjective Logic
inferredcites →https://doi.org/10.1007/s11219-019-09490-1openalex-snapshot
The effect of Bellwether analysis on software vulnerability severity prediction models
inferredcites →https://doi.org/10.1016/j.cose.2016.08.004openalex-snapshot
Time between vulnerability disclosures: A measure of software product vulnerability
inferredcites →https://doi.org/10.1016/j.cose.2019.101610openalex-snapshot
Forecasting IT security vulnerabilities – An empirical analysis
inferredcites →https://doi.org/10.1016/j.cose.2020.101751openalex-snapshot
A vulnerability analysis and prediction framework
inferredcites →https://doi.org/10.1016/j.future.2010.03.006openalex-snapshot
A novel reputation computation model based on subjective logic for mobile ad hoc networks
inferredcites →https://doi.org/10.1023/a:1010933404324openalex-snapshot
Random Forests
inferredcites →https://doi.org/10.1080/00031305.2017.1380080openalex-snapshot
Forecasting at Scale
inferredcites →https://doi.org/10.1109/access.2017.2696031openalex-snapshot
IoTRiskAnalyzer: A Probabilistic Model Checking Based Framework for Formal Risk Analytics of the Internet of Things
inferredcites →https://doi.org/10.1109/access.2018.2805690openalex-snapshot
A Vulnerability Assessment Method in Industrial Internet of Things Based on Attack Graph and Maximum Flow
inferredcites →https://doi.org/10.1109/access.2018.2863244openalex-snapshot
A Graph-Based Security Framework for Securing Industrial IoT Networks From Vulnerability Exploitations
inferredcites →https://doi.org/10.1109/comst.2019.2910750openalex-snapshot
Demystifying IoT Security: An Exhaustive Survey on IoT Vulnerabilities and a First Empirical Look on Internet-Scale IoT Exploitations
inferredcites →https://doi.org/10.1109/cscloud.2015.56openalex-snapshot
Predicting Vulnerability Exploits in the Wild
inferredcites →https://doi.org/10.1109/icccn.2018.8487335openalex-snapshot
IoTAegis: A Scalable Framework to Secure the Internet of Things
inferredcites →https://doi.org/10.1109/iced.2016.7804660openalex-snapshot
Internet of Things (IoT): Taxonomy of security attacks
inferredcites →https://doi.org/10.1109/icse.2012.6227141openalex-snapshot
A large scale exploratory analysis of software vulnerability life cycles
inferredcites →https://doi.org/10.1109/icse.2017.49openalex-snapshot
SPAIN: Security Patch Analysis for Binaries towards Understanding the Pain and Pills
inferredcites →https://doi.org/10.1109/mines.2011.27openalex-snapshot
An Improved CVSS-based Vulnerability Scoring Mechanism
inferredcites →https://doi.org/10.1109/mines.2012.202openalex-snapshot
Software Vulnerability Discovery Techniques: A Survey
inferredcites →https://doi.org/10.1109/mitp.2017.3680959openalex-snapshot
Security Risk Assessment in Internet of Things Systems
inferredcites →https://doi.org/10.1109/scam.2016.15openalex-snapshot
Vulnerability Prediction Models: A Case Study on the Linux Kernel
inferredcites →https://doi.org/10.1109/sp.2019.00013openalex-snapshot
SoK: Security Evaluation of Home-Based IoT Deployments
inferredcites →https://doi.org/10.1109/tdsc.2005.26openalex-snapshot
Remote Physical Device Fingerprinting
inferredcites →https://doi.org/10.1109/tkde.2013.105openalex-snapshot
Trustworthiness Management in the Social Internet of Things
inferredcites →https://doi.org/10.1109/tse.2010.81openalex-snapshot
Evaluating Complexity, Code Churn, and Developer Activity Metrics as Indicators of Software Vulnerabilities
inferredcites →https://doi.org/10.1109/tse.2021.3087402openalex-snapshot
Deep Learning Based Vulnerability Detection: Are We There Yet?
inferredcites →https://doi.org/10.1109/wf-iot.2016.7845429openalex-snapshot
IoT security attacks using reverse engineering methods on WSN applications
inferredcites →https://doi.org/10.1109/wowmom.2014.6918989openalex-snapshot
A flexible, subjective logic-based framework for misbehavior detection in V2V networks
inferredcites →https://doi.org/10.1145/1572532openalex-snapshot
Proceedings of the 5th Symposium on Usable Privacy and Security
inferredcites →https://doi.org/10.1145/1753326.1753561openalex-snapshot
Standardizing privacy notices
inferredcites →https://doi.org/10.1145/1853919.1853925openalex-snapshot
Which is the right source for vulnerability studies?
inferredcites →https://doi.org/10.1145/2668322.2668328openalex-snapshot
Risk management in embedded devices using metering applications as example
inferredcites →https://doi.org/10.1145/2810103.2813604openalex-snapshot
VCCFinder
inferredcites →https://doi.org/10.1145/2897845.2897900openalex-snapshot
Automated Dynamic Firmware Analysis at Scale
inferredcites →https://doi.org/10.1145/3055245.3055251openalex-snapshot
Let the Cat Out of the Bag
inferredcites →https://doi.org/10.1145/3055245.3055253openalex-snapshot
IoTScanner
inferredcites →https://doi.org/10.1145/3139937.3139938openalex-snapshot
Systematically Evaluating Security and Privacy for Consumer IoT Devices
inferredcites →https://doi.org/10.1145/3232755.3232774openalex-snapshot
DeadBolt
inferredcites →https://doi.org/10.1145/3266444.3266452openalex-snapshot
Behavioral Fingerprinting of IoT Devices
inferredcites →https://doi.org/10.1145/3338507.3358616openalex-snapshot
FirmFuzz
inferredcites →https://doi.org/10.1145/3397333openalex-snapshot
IoT Inspector
inferredcites →https://doi.org/10.1155/2018/3794603openalex-snapshot
Vulnerability Analysis of Network Scanning on SCADA Systems
inferredcites →https://doi.org/10.1287/isre.1080.0226openalex-snapshot
An Empirical Analysis of Software Vendors' Patch Release Behavior: Impact of Vulnerability Disclosure
inferredcites →https://doi.org/10.14722/ndss.2018.23159openalex-snapshot
IoTFuzzer: Discovering Memory Corruptions in IoT Through App-based Fuzzing
inferredcites →https://doi.org/10.14722/ndss.2019.23126openalex-snapshot
Automating Patching of Vulnerable Open-Source Software Versions in Application Binaries
inferredcites →https://doi.org/10.17487/rfc1323openalex-snapshot
TCP Extensions for High Performance
inferredcites →https://doi.org/10.2307/2344246openalex-snapshot
Time Series Analysis, Forecasting and Control.
inferredcites →https://doi.org/10.23919/icif.2017.8009820openalex-snapshot
Multi-source fusion in subjective logic
inferredcites →https://doi.org/10.3390/s18030817openalex-snapshot
Cyber and Physical Security Vulnerability Assessment for IoT-Based Smart Homes
inferredcites →https://doi.org/10.3390/s19194107openalex-snapshot
Detecting IoT Devices and How They Put Large Heterogeneous Networks at Security Risk
inferredcites →https://doi.org/10.48550/arxiv.1708.02368openalex-snapshot
Automatic feature learning for vulnerability prediction
inferredcites →https://doi.org/10.48550/arxiv.1804.03852openalex-snapshot
IoTSense: Behavioral Fingerprinting of IoT Devices

What points at this work

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

inferred← citeshttps://doi.org/10.2139/ssrn.4903758openalex-extracted
From Energy Consumption Data to User Profiling: Quantifying Privacy Exposure in Smart Homes
inferred← citeshttps://doi.org/10.1007/978-3-031-29504-1_3openalex-snapshot
Evaluating the Future Device Security Risk Indicator for Hundreds of IoT Devices
inferred← citeshttps://doi.org/10.1007/978-3-031-56599-1_8openalex-snapshot
Software Bill of Materials (SBOM) Approach to IoT Security Vulnerability Assessment
inferred← citeshttps://doi.org/10.1007/978-3-032-27368-0_6openalex-snapshot
Graph-Based Vulnerability Assessment for IoT-Enabled Smart Systems Using CVSS and Yen’s Algorithm
inferred← citeshttps://doi.org/10.1016/b978-0-443-27444-2.00004-6openalex-snapshot
Smart healthcare: Setting the new norm moving forward
inferred← citeshttps://doi.org/10.1016/j.adhoc.2023.103247openalex-snapshot
A method for vulnerability detection by IoT network traffic analytics
inferred← citeshttps://doi.org/10.1016/j.comnet.2025.111678openalex-snapshot
A comprehensive literature review of cyber threats and vulnerabilities in IoT-driven satellite networks: Research challenges and future directions
inferred← citeshttps://doi.org/10.1016/j.cose.2026.104974openalex-snapshot
An analysis of IoT device update mechanisms
inferred← citeshttps://doi.org/10.1016/j.infsof.2024.107448openalex-snapshot
VALIDATE: A deep dive into vulnerability prediction datasets
inferred← citeshttps://doi.org/10.1016/j.iot.2025.101767openalex-snapshot
A fine-grained framework for online IoT device firmware identification via version evolution analysis
inferred← citeshttps://doi.org/10.1108/ftnet-12-2025-0081openalex-snapshot
Cyber resilience in next-generation networks: threat landscape, theoretical foundations, and design paradigms
inferred← citeshttps://doi.org/10.1109/bigdata62323.2024.10826071openalex-snapshot
DifStoryGen: Diffusion-Based Storytelling Algorithm with Distributed Attention
inferred← citeshttps://doi.org/10.1109/etfa61755.2024.10710980openalex-snapshot
Concept for Software-Supported Automated Security Risk Assessments for Industrial Components
inferred← citeshttps://doi.org/10.1109/etfa65518.2025.11205716openalex-snapshot
Automated Documentation of Security Risk Assessments with Large Language Models
inferred← citeshttps://doi.org/10.1109/eurosp68448.2026.00093openalex-snapshot
SoK: Understanding the state of IoT-specific vulnerabilities via CVE characterization with LLIoT
inferred← citeshttps://doi.org/10.1109/raid67961.2025.00066openalex-snapshot
DeepFW: A DNN-Based Firmware Version Identification Framework for Online IoT Devices
inferred← citeshttps://doi.org/10.1109/tdsc.2025.3597186openalex-snapshot
Security Risk Assessment Using Bayesian Attack Graphs and Complex Probabilities for Large Scale IoT Applications
inferred← citeshttps://doi.org/10.1109/wowmom69805.2026.00046openalex-snapshot
Automated Security Compliance Reporting of Internet of Things Devices: A Literature Review
inferred← citeshttps://doi.org/10.1145/3608951openalex-snapshot
Toward Automatically Connecting IoT Devices with Vulnerabilities in the Wild
inferred← citeshttps://doi.org/10.1145/3643834.3661527openalex-snapshot
Designing Interactive Privacy Labels for Advanced Smart Home Device Configuration Options
inferred← citeshttps://doi.org/10.1145/3723178.3723319openalex-snapshot
Proposing a framework to prevent Distributed Denial of Service (DDoS) attacks on IoT Devices
inferred← citeshttps://doi.org/10.21203/rs.3.rs-4963553/v1openalex-snapshot
Systematic Review of Fuzzing in IoT: Evaluating Techniques, Vulnerabilities, and Research Gaps
inferred← citeshttps://doi.org/10.21203/rs.3.rs-9033964/v1openalex-snapshot
Fuzzy-Based Quantitative Security Risk Assessment Under Uncertainty for Critical Sectors
inferred← citeshttps://doi.org/10.3390/electronics12051176openalex-snapshot
Analysis of Consumer IoT Device Vulnerability Quantification Frameworks
inferred← citeshttps://doi.org/10.3390/electronics15020466openalex-snapshot
Automated Vulnerability Scanning and Prioritisation for Domestic IoT Devices/Smart Homes: A Theoretical Framework
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