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Trigger-Action Programming (TAP) is a common user-programming paradigm in Internet of Things (IoT) smart home platforms, allowing users to create customized automation rules to match IoT devices and network services. However, the potential ...

• Propose PFTAP framework to detect the threats in TAP rules in IoT.
• Propose HieGAN to learn the feature representation of triggers and actions.
• Propose to use symmetric encryption and LDP to protect user privacy.
• Achieve ...

Trigger-action programming (TAP) in the Internet of Things (IoT) enables users to easily customize the desired behaviors of connected entities, such as smart devices and online services, by creating trigger-action rules, also known as recipes. An ...

• An IoT data fusion framework for mapping from human demands to TAP rules.
• Present dividing TAP in IoT into human and machine levels based on their source.
• A specific metagraph-guided random walk method for capturing the structure ...

Trigger-action programming (TAP) empowers a wide array of users to automate Internet of Things (IoT) devices. However, it can be challenging for users to create completely correct trigger-action programs (TAPs) on the first try, necessitating debugging. ...

With emerging technologies bringing Internet of Things (IoT) devices into domestic environments, trigger-action programming such as IFTTT with its simple if-this-then-that pattern provides an effective way for end-users to connect fragmented ...

To preserve the security and the integrity of smart home environments, a smart home system should provide end users with mechanisms to define security-based policies on their devices and services without the need to know (and specify) details that ...

The combination of the Internet of Things (IoT) and Artificial Intelligence (AI) has made it possible to introduce numerous automations in our daily environments. Many new interesting possibilities and opportunities have been enabled, but there ...

In the Internet of Things era, users are willing to personalize the joint behavior of their connected entities, i.e., smart devices and online service, by means of trigger-action rules such as “IF the entrance Nest security camera detects a movement, THEN ...

Nowadays, end users can take advantage of end-user development platforms to personalize the Internet of Things. These platforms typically adopt a vendor-centric abstraction, by letting users to customize each of their smart device and/or online ...

The Internet-of-Things (IoT) has transformed everyday manual tasks into digital and automatable ones, giving way to the birth of several end-user development solutions that attempt to ease the task of configuring and automating IoT systems without ...

Trigger-action programming (TAP) is a popular programming paradigm in the IoT world. It allows non-professional end users to program by themselves, in a form of a set of trigger-action rules, for automating IoT devices and online services meeting ...

Personalization rules based on the trigger-action paradigm have recently garnered increasing interest in Internet of Things (IoT) applications. However, composing trigger-action rules can be a challenging task for end users, especially when the rules' ...

Automation in computing systems has always been considered a valuable solution to unburden the user. Internet of Things (IoT) technology best suits automation in different domains, such as home automation, retail, industry, and transportation, to ...

Two common approaches for automating IoT smart spaces are having users write rules using trigger-action programming (TAP) or training machine learning models based on observed actions. In this paper, we unite these approaches. We introduce and evaluate ...

Computational elements---often in the form of microcontrollers---are increasingly embedded in and controlling the appliances that we use and the environments in which we live. In typical deployments a set of these elements, connected by an ...

• Investigate whether a high-level representation can help end-user better create trigger-action rules in the IoT.

Various programming environments for End-User Development (EUD) allow the composition of Internet of Things (IoT) applications, i.e., connections between IoT objects to personalize their joint behavior. These environments, however, ...

If This Then That (IFTTT) is a popular platform that deploys mashed-up applications for end users using trigger-action programming (TAP) paradigm. To date, there are about 135 thousand mashup creators who have shared recipes for developing ...

A novel mobile application for smart home configuration and management is presented.A new interaction style for trigger-action programming is discussed.A user experiment is presented to compare the proposed application with Apple Home app. ImAtHome is ...