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KRover: A Symbolic Execution Engine for Dynamic Kernel Analysis

Operating system (OS) kernels are critical components of modern computing systems, managing hardware resources and providing essential services to applications. However, due to their complexity, kernels are often vulnerable to various security issues like bugs, vulnerabilities, and malicious attacks. The kernel’s reliability and security are of utmost importance, as any breach could compromise the entire system.

AI-Powered Crowd Management System for Optimised Flow and Enhanced User Experience

Managing crowds and optimising the flow of people in capacity-constrained environments, such as theme parks, shopping malls, convention centers, and sports arenas, can be challenging. Crowds lead to congestion, long queues, and poor user experiences if not managed effectively. Traditional crowd control systems often lack the flexibility to respond to real-time changes, making it difficult for operators to optimise the use of space and resources.

Breathing Mode Monitoring Using In-Ear Microphones

Breathing mode, whether oral or nasal, holds significance in both performance sports and sleep quality. Nasal breathing is favored during endurance activities like distance running due to its efficiency in air filtration, humidification, and warming, which enhances oxygen exchange and reduces respiratory discomfort. Nasal breathing encourages better pacing control and endurance through diaphragmatic breathing.

Integrated Feedback on Student Learning Outcomes For Improvement & Growth (INSIGHT) System

The Integrated Feedback on Student Learning Outcomes for Improvement and Growth (INSIGHT) System is an eLearn (SMU’s Learning Management System)-integrated web-application that allows instructors to map SMU’s Graduate Learning Outcomes to course learning outcomes and to assessment parts (rubric items for assignments, sections in quizzes) within a course. The INSIGHT System uses eLearn assessment scores to feed a learning outcome dashboard for students and instructors.

Tackling Malware Threats on Android Environment

The prevalence of sophisticated malware threats has risen significantly, posing serious risks to computer systems by inflicting substantial damage, compromising sensitive data, and resulting in financial losses. Recent incidents, such as hackers targeting  Android users with a trojanised version of the Telegram app , and Google suspending an  e-commerce app Pinduoduo over malware concerns, highlight the urgency for robust mobile security solutions.

AI-Based Dynamic Route Optimization And Driver Job Recommendation Tool

Same-day logistics players are crucial for the growth of eCommerce, particularly in urban areas. With eCommerce platforms facilitating continuous sales from multiple vendors, the logistics challenge has intensified. Logistics operators must pick up items from various decentralized locations and deliver them, handle dynamically generated delivery orders, and optimize order delivery for a win-win scenario among stakeholders (customers, eCommerce platform providers, vendors, logistics providers, and riders).

Web-Scale Discovery and Integration of Comparative Product Offers

Online shopping offers consumers a wide range of products from various e-commerce platforms. To compare prices, users need to search multiple sites, collect and organize data, and identify identical products. This manual process is tedious and time-consuming. Similarly, eCommerce marketplace providers, business entities, wholesalers face similar issues when sourcing products and getting their listings featured along with identical products.

Collaborative Urban Delivery Optimisation (CUDO)

Consumer trends have had a significant impact on urban logistics. One key trend is the rise of e-commerce and online shopping, which has led to an exponential increase in package deliveries to urban areas. This surge in demand has put pressure on logistics service providers (LSPs) to develop more efficient and responsive last-mile delivery solutions. Consumers' expectations for fast and convenient deliveries have also influenced urban logistics.

Enhancing Data Literacy Education through Game-Based Approach in School Curriculum

It is crucial to start developing data literacy skills among students who will shape our digital future. The current landscape lacks effective and engaging tools that can teach data literacy to students. By combining entertainment through gamification with the learning of subjects like geography, social studies, and accounting, students can develop their analytical thinking skills while acquiring essential knowledge for a data-driven future. 

ERICA: Enabling Real-time Mistake Detection & Corrective Feedback on Free-Weights Exercise

There are inherent risks and challenges involved in performing free-weights exercise without proper supervision. This lack of real-time feedback and guidance leaves room for potential mistakes that can lead to injuries or diminish the effectiveness of the workout. There is a need for a reliable and accessible solution that can provide instant feedback and corrective guidance to individuals performing free-weights exercises, ensuring their safety, and optimizing the results they achieve.