Learning Inverse Mappings with Adversarial Criterion. - Jiyi Zhang; Hung Dang; Hwee Kuan Lee; Ee-Chien Chang (CoRR, 2018)

Neural Network Inversion in Adversarial Setting via Background Knowledge Alignment. - Ziqi Yang; Jiyi Zhang; Ee-Chien Chang; Zhenkai Liang (CCS, 2019)

Detection and Recovery of Adversarial Attacks with Injected Attractors. - Jiyi Zhang; Ee-Chien Chang; Hwee Kuan Lee (CoRR, 2020)

Unified Expression Frame of Geodetic Stations Based on Conformal Geometric Algebra. - Zhenjun Yan; Zhaoyuan Yu; Yun Wang; Wen Luo; Jiyi Zhang; Hong Gao; Linwang Yuan (CGI, 2021)

Common Component in Black-Boxes Is Prone to Attacks. - Jiyi Zhang; Wesley Joon-Wie Tann; Ee-Chien Chang; Hwee Kuan Lee (ESORICS (1), 2021)

Mitigating Adversarial Attacks by Distributing Different Copies to Different Users. - Jiyi Zhang; Wesley Joon-Wie Tann; Ee-Chien Chang (CoRR, 2021)

A Method for Exploring and Analyzing Spatiotemporal Patterns of Traffic Congestion in Expressway Networks Based on Origin-Destination Data. - Hong Gao; Zhenjun Yan; Xu Hu; Zhaoyuan Yu; Wen Luo; Linwang Yuan; Jiyi Zhang (ISPRS Int. J. Geo Inf., 2021)

Volumetric Representation and Sphere Packing of Indoor Space for Three-Dimensional Room Segmentation. - Fan Yang 014; Mingliang Che; Xinkai Zuo; Lin Li 019; Jiyi Zhang; Chi Zhang 037 (ISPRS Int. J. Geo Inf., 2021)

Confusing and Detecting ML Adversarial Attacks with Injected Attractors. - Jiyi Zhang; Ee-Chien Chang; Hwee Kuan Lee (AsiaCCS, 2022)

A tensor-based approach to unify organization and operation of data for irregular spatio-temporal fields. - Dongshuang Li; Yuhao Teng; Xinxin Zhou; Jiyi Zhang; Wen Luo; Binru Zhao; Zhaoyuan Yu; Linwang Yuan (Int. J. Geogr. Inf. Sci., 2022)

The Polygonal 3D Layout Reconstruction of an Indoor Environment via Voxel-Based Room Segmentation and Space Partition. - Fan Yang 014; You Li 004; Mingliang Che; Shihua Wang; Yingli Wang; Jiyi Zhang; Xinliang Cao; Chi Zhang 037 (ISPRS Int. J. Geo Inf., 2022)

Flow-Based Robust Watermarking with Invertible Noise Layer for Black-Box Distortions. - Han Fang; Yupeng Qiu; Kejiang Chen; Jiyi Zhang; Weiming Zhang 001; Ee-Chien Chang (AAAI, 2023)

Mitigating Adversarial Attacks by Distributing Different Copies to Different Buyers. - Jiyi Zhang; Han Fang; Wesley Joon-Wie Tann; Ke Xu; Chengfang Fang; Ee-Chien Chang (AsiaCCS, 2023)

A Multi-dimensional Unified Concavity and Convexity Detection Method Based on Geometric Algebra. - Jiyi Zhang; Tianzi Wei; Ruitong Liu; Fan Yang; Yingying Wei; Jingyu Wang (CGI (4), 2023)

Tracing the Origin of Adversarial Attack for Forensic Investigation and Deterrence. - Han Fang; Jiyi Zhang; Yupeng Qiu; Jiayang Liu; Ke Xu; Chengfang Fang; Ee-Chien Chang (ICCV, 2023)

Tracing the Origin of Adversarial Attack for Forensic Investigation and Deterrence. - Han Fang; Jiyi Zhang; Yupeng Qiu; Ke Xu; Chengfang Fang; Ee-Chien Chang (CoRR, 2023)

Finding Meaningful Distributions of ML Black-boxes under Forensic Investigation. - Jiyi Zhang; Han Fang; Hwee Kuan Lee; Ee-Chien Chang (CoRR, 2023)

Adaptive Attractors: A Defense Strategy against ML Adversarial Collusion Attacks. - Jiyi Zhang; Han Fang; Ee-Chien Chang (CoRR, 2023)

Geometry and Topology Reconstruction of BIM Wall Objects from Photogrammetric Meshes and Laser Point Clouds. - Fan Yang 014; Yiting Pan; Fangshuo Zhang; Fangyuan Feng; Zhenjia Liu; Jiyi Zhang; Yu Liu 039; Lin Li 019 (Remote. Sens., 2023)

De-END: Decoder-Driven Watermarking Network. - Han Fang; Zhaoyang Jia; Yupeng Qiu; Jiyi Zhang; Weiming Zhang 001; Ee-Chien Chang (IEEE Trans. Multim., 2023)

A line-of-sight zoning method for intervisibility computation by considering terrain relief. - Zengjie Wang; Xiaoyu Niu; Zhenxia Liu; Wen Luo; Zhaoyuan Yu; Jiyi Zhang; Linwang Yuan (Int. J. Geogr. Inf. Sci., 2023)

Finding Input Data Domains of Image Classification Models with Hard-Label Black-Box Access. - Jiyi Zhang; Han Fang; Ee-Chien Chang (ACM Multimedia, 2024)

Domain Bridge: Generative model-based domain forensic for black-box models. - Jiyi Zhang; Han Fang; Ee-Chien Chang (CoRR, 2024)

Semantic Mirror Jailbreak: Genetic Algorithm Based Jailbreak Prompts Against Open-source LLMs. - Xiaoxia Li; Siyuan Liang; Jiyi Zhang; Han Fang; Aishan Liu; Ee-Chien Chang (CoRR, 2024)

DP2Dataset Protection by Data Poisoning. - Han Fang; Yupeng Qiu; Guorui Qin; Jiyi Zhang; Kejiang Chen; Weiming Zhang 001; Ee-Chien Chang (IEEE Trans. Dependable Secur. Comput., 2024)