activity
20192026
most citedWatch out! Motion is Blurring the Vision of Your Deep Neural Networks

57 citations · 112 across the 6 of their papers we have counts for

collaborators

6 papers

cond-mat.mes-hall2026

Probing GHz Spin Dynamics Across Magnetic Phase Transitions in CrCl3 Nanoflakes Using Nitrogen-Vacancy Microscopy

Benjamin Hammons, Jitender Kumar, Sehrish Iqbal +11

CrCl3, a layered van der Waals (vdW) magnet, exhibits in-plane magnetic anisotropy and enhanced interlayer coupling upon stacking, making it an ideal platform to host exotic nanosc…

cs.CR2024★ 2 cited

Enhancing Code Vulnerability Detection via Vulnerability-Preserving Data Augmentation

Shangqing Liu, Wei Ma, Jian Wang +3

Source code vulnerability detection aims to identify inherent vulnerabilities to safeguard software systems from potential attacks. Many prior studies overlook diverse vulnerabilit…

cs.SE2023★ 16 cited

Evaluating AIGC Detectors on Code Content

Jian Wang, Shangqing Liu, Xiaofei Xie +1

Artificial Intelligence Generated Content (AIGC) has garnered considerable attention for its impressive performance, with ChatGPT emerging as a leading AIGC model that produces hig…

cs.LG2022★ 5 cited

NPC: Neuron Path Coverage via Characterizing Decision Logic of Deep Neural Networks

Xiaofei Xie, Tianlin Li, Jian Wang +4

Deep learning has recently been widely applied to many applications across different domains, e.g., image classification and audio recognition. However, the quality of Deep Neural…

cs.CV2020★ 57 cited

Watch out! Motion is Blurring the Vision of Your Deep Neural Networks

Qing Guo, Felix Juefei-Xu, Xiaofei Xie +5

The state-of-the-art deep neural networks (DNNs) are vulnerable against adversarial examples with additive random-like noise perturbations. While such examples are hardly found in…

cs.CR2019★ 32 cited

FakeSpotter: A Simple yet Robust Baseline for Spotting AI-Synthesized Fake Faces

Run Wang, Felix Juefei-Xu, Lei Ma +4

In recent years, generative adversarial networks (GANs) and its variants have achieved unprecedented success in image synthesis. They are widely adopted in synthesizing facial imag…