Beerkay / IoTResearch

IoT Reading List (IoT research papers from 2016 to 2019)

IoT Reading List (IoT research papers from 2016 to 2019):

This page includes a collection of papers we recommend reading for those interested in studying Internet of Things security and privacy. If you have any suggestions, please send a pull request.

Z. Berkay Celik and Xiaolei Wang.

First Depth Study on IoT Security (focusing on SmartThings, and motivating the following IoT research)

2016, IEEE S&P, Security Analysis of Emerging Smart Home Applications

Sensitive Information Flow Tracking

2016, USENIX Security, FlowFence: Practical Data Protection for Emerging IoT Application Frameworks
2018, USENIX Security, Sensitive Information Tracking in Commodity IoT

Access Control

2017, NDSS, ContexIoT: Towards Providing Contextual Integrity to Appified IoT Platforms
2017, USENIX Security, SmartAuth: User-Centered Authorization for the Internet of Things
2017, Access Control Models, FACT: Functionality-centric Access Control System for IoT Programming Frameworks
2018, USENIX Security, Rethinking Access Control and Authentication for the Home Internet of Things (IoT)
2018, IEEE SecDev, Tyche: Risk-Based Permissions for Smart Home Platforms

Safety and Security Violation Detection

2019, NDSS, IoTGuard: Dynamic Enforcement of Security and Safety Policy in Commodity IoT(will be available soon)
2018, USENIX ATC, Soteria: Automated IoT Safety and Security Analysis
2018, CoNEXT, IoTSAN: Fortifying the Safety of IoT Systems
2018, CCS, On the Safety of IoT Device Physical Interaction Control

Vulnerability Mining

2018, NDSS, IoTFuzzer: Discovering Memory Corruptions in IoT Through App-based Fuzzing

Forensics

2018, NDSS, Fear and Logging in the Internet of Things

IoT Malware

2018, IEEE S&P, Understanding Linux Malware *

Fault Detection and Evaluation

2018, DSN, Detecting and Identifying Faulty IoT Devices in Smart Home with Context Extraction

Privacy Inference via Sensors and Defenses

2018, arXiv, Peek-a-Boo: I see your smart home activities even encrypted
2018, arXiv, Closing the Blinds: Four Strategies for Protecting Smart Home Privacy from Network Observers
2018, arXiv, A Developer-Friendly Library for Smart Home IoT Privacy Preserving Traffic Obfuscation
2017, arXiv, Spying on the Smart Home Privacy Attacks and Defenses on Encrypted IoT Traffic
2017, arXiv, Detecting Spies in IoT Systems using Cyber-Physical Correlation

Attacks against Voice Control

2018, arXiv, Understanding and Mitigating the Security Risks of Voice-Controlled Third-Party Skills on Amazon Alexa and Google Home
2018, arXiv, Adversarial Attacks Against Automatic Speech Recognition Systems via Psychoacoustic Hiding
2018, arXiv, CommanderSong: A Systematic Approach for Practical Adversarial Voice Recognition
2018, arXiv, Nonsense Attacks on Google Assistant

Trigger-action Platform Measurement, and Security Analysis

IoT Test Suite

2018, IoTBench: A micro-benchmark suite to assess the effectiveness of tools designed for IoT apps

IoT Surveys

2019, arXiv, Program Analysis of Commodity IoT Applications for Security and Privacy: Challenges and Opportunities
2019, IEEE S&P, SoK: Security Evaluation of Home-Based IoT Deployments
2018, arXiv, IoT Security: An End-to-End View and Case Study
2017, arXiv, A Survey of Machine and Deep Learning Methods for Internet of Things (IoT) Security
2017, arXiv, Understanding IoT Security Through the Data Crystal Ball: Where We Are Now and Where We Are Going to Be
2017, IEEE S&P Magazine, Internet of Things Security Research: A Rehash of Old Ideas or New Intellectual Challenges
2018, BlackHat, IoT Malware: Comprehensive Survey, Analysis Framework and Case Studies
2018, arXiv, A Survey on Sensor-based Threats to Internet-of-Things (IoT) Devices and Applications

Notes:

(*) will be read (suggested by Dr.Hongxin Hu)

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IoT Reading List (IoT research papers from 2016 to 2019)