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07/25/2023
A Pairwise Dataset for GUI Conversion and Retrieval between Android Phones and Tablets
With the popularity of smartphones and tablets, users have become accust...
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07/23/2023
A First Look at On-device Models in iOS Apps
Powered by the rising popularity of deep learning techniques on smartpho...
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07/03/2023
Towards Real Smart Apps: Investigating Human-AI Interactions in Smartphone On-Device AI Apps
With the emergence of deep learning techniques, smartphone apps are now ...
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05/06/2023
Beyond the Model: Data Pre-processing Attack to Deep Learning Models in Android Apps
The increasing popularity of deep learning (DL) models and the advantage...
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05/06/2023
Energy-Latency Attacks to On-Device Neural Networks via Sponge Poisoning
In recent years, on-device deep learning has gained attention as a means...
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02/08/2023
Training-free Lexical Backdoor Attacks on Language Models
Large-scale language models have achieved tremendous success across vari...
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01/30/2023
On Robustness of Prompt-based Semantic Parsing with Large Pre-trained Language Model: An Empirical Study on Codex
Semantic parsing is a technique aimed at constructing a structured repre...
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01/30/2023
Exploring AI Ethics of ChatGPT: A Diagnostic Analysis
Recent breakthroughs in natural language processing (NLP) have permitted...
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12/23/2022
HiTSKT: A Hierarchical Transformer Model for Session-Aware Knowledge Tracing
Knowledge tracing (KT) aims to leverage students' learning histories to ...
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04/23/2022
Smart App Attack: Hacking Deep Learning Models in Android Apps
On-device deep learning is rapidly gaining popularity in mobile applicat...
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01/12/2021