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09/09/2023
Good-looking but Lacking Faithfulness: Understanding Local Explanation Methods through Trend-based Testing
While enjoying the great achievements brought by deep learning (DL), peo...
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09/06/2023
Demystifying RCE Vulnerabilities in LLM-Integrated Apps
In recent years, Large Language Models (LLMs) have demonstrated remarkab...
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07/11/2023
ConFL: Constraint-guided Fuzzing for Machine Learning Framework
As machine learning gains prominence in various sectors of society for a...
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09/20/2022
Understanding Real-world Threats to Deep Learning Models in Android Apps
Famous for its superior performance, deep learning (DL) has been popular...
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09/08/2022
SSL-WM: A Black-Box Watermarking Approach for Encoders Pre-trained by Self-supervised Learning
Recent years have witnessed significant success in Self-Supervised Learn...
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05/13/2021
DeepObliviate: A Powerful Charm for Erasing Data Residual Memory in Deep Neural Networks
Machine unlearning has great significance in guaranteeing model security...
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02/19/2021
SEPAL: Towards a Large-scale Analysis of SEAndroid Policy Customization
To investigate the status quo of SEAndroid policy customization, we prop...
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08/31/2020
A3Ident: A Two-phased Approach to Identify the Leading Authors of Android Apps
Authorship identification is the process of identifying and classifying ...
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05/11/2020
A Performance-Sensitive Malware Detection System Using Deep Learning on Mobile Devices
Currently, Android malware detection is mostly performed on the server s...
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11/28/2019
Towards Privacy and Security of Deep Learning Systems: A Survey
Deep learning has gained tremendous success and great popularity in the ...
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08/09/2018
Efficiently Manifesting Asynchronous Programming Errors in Android Apps
Android, the #1 mobile app framework, enforces the single-GUI-thread mod...
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05/14/2018
AUSERA: Large-Scale Automated Security Risk Assessment of Global Mobile Banking Apps
Contemporary financial technology (FinTech) that enables cashless mobile...
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01/22/2018
Large-Scale Analysis of Framework-Specific Exceptions in Android Apps
Mobile apps have become ubiquitous. For app developers, it is a key prio...
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11/20/2017