Crimson: Empowering Strategic Reasoning in Cybersecurity through Large Language Models

no code implementations • 1 Mar 2024 • Jiandong Jin, Bowen Tang, Mingxuan Ma, Xiao Liu, Yunfei Wang, Qingnan Lai, Jia Yang, Changling Zhou

We introduces Crimson, a system that enhances the strategic reasoning capabilities of Large Language Models (LLMs) within the realm of cybersecurity.

Hallucination Retrieval

Data-Free Generalized Zero-Shot Learning

no code implementations • 28 Jan 2024 • Bowen Tang, Long Yan, Jing Zhang, Qian Yu, Lu Sheng, Dong Xu

Firstly, to recover the virtual features of the base data, we model the CLIP features of base class images as samples from a von Mises-Fisher (vMF) distribution based on the pre-trained classifier.

Generalized Zero-Shot Learning Zero-shot Generalization

FuncFooler: A Practical Black-box Attack Against Learning-based Binary Code Similarity Detection Methods

no code implementations • 26 Aug 2022 • Lichen Jia, Bowen Tang, Chenggang Wu, Zhe Wang, Zihan Jiang, Yuanming Lai, Yan Kang, Ning Liu, Jingfeng Zhang

The binary code similarity detection (BCSD) method measures the similarity of two binary executable codes.

Adversarial Robustness Code Generation

LighTN: Light-weight Transformer Network for Performance-overhead Tradeoff in Point Cloud Downsampling

no code implementations • 13 Feb 2022 • Xu Wang, Yi Jin, Yigang Cen, Tao Wang, Bowen Tang, Yidong Li

Compared with traditional task-irrelevant downsampling methods, task-oriented neural networks have shown improved performance in point cloud downsampling range.