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08/29/2023
PEM: Representing Binary Program Semantics for Similarity Analysis via a Probabilistic Execution Model
Binary similarity analysis determines if two binary executables are from...
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08/04/2023
ParaFuzz: An Interpretability-Driven Technique for Detecting Poisoned Samples in NLP
Backdoor attacks have emerged as a prominent threat to natural language ...
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06/05/2023
LmPa: Improving Decompilation by Synergy of Large Language Model and Program Analysis
Decompilation aims to recover the source code form of a binary executabl...
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12/20/2022
When Federated Learning Meets Pre-trained Language Models' Parameter-Efficient Tuning Methods
With increasing privacy concerns on data, recent studies have made signi...
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11/29/2022
Backdoor Vulnerabilities in Normally Trained Deep Learning Models
We conduct a systematic study of backdoor vulnerabilities in normally tr...
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09/17/2022
Parameter-Efficient Conformers via Sharing Sparsely-Gated Experts for End-to-End Speech Recognition
While transformers and their variant conformers show promising performan...
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06/18/2022
DECK: Model Hardening for Defending Pervasive Backdoors
Pervasive backdoors are triggered by dynamic and pervasive input perturb...
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02/11/2022
Constrained Optimization with Dynamic Bound-scaling for Effective NLPBackdoor Defense
We develop a novel optimization method for NLPbackdoor inversion. We lev...
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08/31/2021
An Indoor Crowd Movement Trajectory Benchmark Dataset
In recent years, technologies of indoor crowd positioning and movement d...
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06/18/2019
Recent Advances of Image Steganography with Generative Adversarial Networks
In the past few years, the Generative Adversarial Network (GAN) which pr...
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05/08/2019
Generative Reversible Data Hiding by Image to Image Translation via GANs
The traditional reversible data hiding technique is based on cover image...
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05/08/2019
Somewhat Reversible Data Hiding by Image to Image Translation
The traditional reversible data hiding technique is based on image modif...
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01/14/2019
Seizure Detection using Least EEG Channels by Deep Convolutional Neural Network
This work aims to develop an end-to-end solution for seizure onset detec...
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03/25/2018