Papers Mobile Security
“Mobile Security” 태그가 달린 논문 11편 · 필터 해제
Towards Explainable and Unprecedented Accuracy in Matching Challenging Finger Crease Patterns
The primary obstacle in realizing the full potential of finger crease biometrics is the accurate identification of deformed knuckle patterns, often resulting from completely contactless imaging. Current methods strug…
Mobile SecurityMachine Learning Driven Smishing Detection Framework for Mobile Security
The increasing reliance on smartphones for communication, financial transactions, and personal data management has made them prime targets for cyberattacks, particularly smishing, a sophisticated variant of phishing cond…
ManagementMobile SecurityText Normalizationheterogeneous temporal graph transformer: an intelligent system for evolving android malware detection
The explosive growth and increasing sophistication of Android malware call for new defensive techniques to protect mobile users against novel threats. To address this challenge, in this paper, we propose and develop an i…
Android Malware DetectionMalware DetectionMobile SecurityRepresentation LearningDeep Learning for Android Malware Defenses: a Systematic Literature Review
Malicious applications (particularly those targeting the Android platform) pose a serious threat to developers and end-users. Numerous research efforts have been devoted to developing effective approaches to defend again…
Android Malware DetectionDeep LearningMalware ClassificationMalware Detection+3Robustness of on-device Models: Adversarial Attack to Deep Learning Models on Android Apps
Deep learning has shown its power in many applications, including object detection in images, natural-language understanding, and speech recognition. To make it more accessible to end users, many deep learning models are…
Adversarial AttackDeep LearningImage ClassificationMobile Security+2Learning scale-variant features for robust iris authentication with deep learning based ensemble framework
In recent years, mobile Internet has accelerated the proliferation of smart mobile development. The mobile payment, mobile security and privacy protection have become the focus of widespread attention. Iris recognition b…
image-classificationImage ClassificationIris RecognitionMobile SecurityAndroShield: Automated Android Applications Vulnerability Detection, a Hybrid Static and Dynamic Analysis Approach
The security of mobile applications has become a major research field which is associated with a lot of challenges. The high rate of developing mobile applications has resulted in less secure applications. This is due to…
Anomaly DetectionMobile SecurityVulnerability DetectionAiDroid: When Heterogeneous Information Network Marries Deep Neural Network for Real-time Android Malware Detection
The explosive growth and increasing sophistication of Android malware call for new defensive techniques that are capable of protecting mobile users against novel threats. In this paper, we first extract the runtime Appli…
Android Malware DetectionMalware DetectionMobile SecurityHASP: A High-Performance Adaptive Mobile Security Enhancement Against Malicious Speech Recognition
Nowadays, machine learning based Automatic Speech Recognition (ASR) technique has widely spread in smartphones, home devices, and public facilities. As convenient as this technology can be, a considerable security issue …
Automatic Speech RecognitionAutomatic Speech Recognition (ASR)Mobile Securityspeech-recognition+1Continuous Implicit Authentication for Mobile Devices based on Adaptive Neuro-Fuzzy Inference System
As mobile devices have become indispensable in modern life, mobile security is becoming much more important. Traditional password or PIN-like point-of-entry security measures score low on usability and are vulnerable to …
Mobile SecurityPan-Tilt Camera and PIR Sensor Fusion Based Moving Object Detection for Mobile Security Robots
One of fundamental issues for security robots is to detect and track people in the surroundings. The main problems of this task are real-time constraints, a changing background, varying illumination conditions and a non-…
Mobile SecurityMoving Object DetectionObjectobject-detection+2