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Found 6 papers, 2 papers with code
Progress in artificial intelligence applications based on the combination of self-driven sensors and deep learning
In the era of Internet of Things, how to develop a smart sensor system with sustainable power supply, easy deployment and flexible use has become a difficult problem to be solved.
UMMAFormer: A Universal Multimodal-adaptive Transformer Framework for Temporal Forgery Localization
Our approach introduces a Temporal Feature Abnormal Attention (TFAA) module based on temporal feature reconstruction to enhance the detection of temporal differences.
Ranked #1 on
Temporal Forgery Localization
on LAV-DF
Exploiting the Sensitivity of $L_2$ Adversarial Examples to Erase-and-Restore
While many countermeasures against AEs have been proposed, detection of adaptive CW-$L_2$ AEs is still an open question.
A Cross-Architecture Instruction Embedding Model for Natural Language Processing-Inspired Binary Code Analysis
As a showcase, we apply the model to resolving one of the most fundamental problems for binary code similarity comparison---semantics-based basic block comparison, and the solution outperforms the code statistics based approach.
Neural Machine Translation Inspired Binary Code Similarity Comparison beyond Function Pairs
The solutions to these two problems have many applications, such as cross-architecture vulnerability discovery and code plagiarism detection.
Context-aware System Service Call-oriented Symbolic Execution of Android Framework with Application to Exploit Generation
We present novel ideas and techniques to resolve the challenges, and have built the first system for symbolic execution of Android Framework.
Cryptography and Security Software Engineering
