• Beyond Black Boxes: Explainable Face Anti-Spoofing with Vision-Language Models

Jimin Min, Kyungtae Lim, Minjun Kim, Dongsu Kim, Seoyeon Oh, and Haneol Jang

Under Review, Neurocomputing

• A Document Classification Benchmark Dataset on Cybersecurity Policy Domain

JungHun Yuk, KyungTae Lim, HyeongWon Seo, Youngin You, and Haneol Jang

Under Review, Scientific Data

• PhaseNet: A Deep Learning Framework for Antenna Gain Prediction by Integrating 2D Phase Maps and Angular Embeddings [LINK]

SeoYeon Oh, Seongmin Pyo, and Haneol Jang

Mathematics(JCR Q1), vol. 13, November 2025

• Token-wise Asymmetric Contrastive Learning In Countering Unknown Attacks for Face Anti-Spoofing [LINK]

Jimin Min, Yunho Jeon, Yonghyun Jeong, YoungJoon Yoo, and Haneol Jang

IEEE Access, vol. 13, March 2025

• Tackling Dual Gaps in Remote Sensing Segmentation: Task-Oriented Super-Resolution for Domain Adaptation [LINK]

Eungi Hong, Jamyoung Koo, Seongmin Pyo, Haechul Choi, Eunkyung Kim, and Haneol Jang

IEEE Access, vol. 12, December 2024

• Lightweight Image Steganalysis with Block-wise Pruning [LINK]

Eungi Hong, KyungTae Lim, Tae-Woo Oh, and Haneol Jang

Scientific Reports(JCR Q1), vol.13, September 2023

• Data Augmentation of X-ray Images for Automatic Cargo Inspection of Nuclear Items [LINK]

Haneol Jang, Chansuh Lee, Hansol Ko, and KyungTae Lim

Sensors, vol.23, no. 17, August 2023

• Local-Source Enhanced Residual Network for Steganalysis of Digital Images [LINK]

Wonhyuk Ahn, Haneol Jang, Seung-Hun Nam, In-Jae Yu, and Heung-Kyu Lee

IEEE Access, vol. 8, pp. 137789-137798, July 2020

• Exposing Digital Image Forgeries by Detecting Contextual Abnormality Using Convolutional Neural Networks [LINK]

Haneol Jang, and Jong-Uk Hou

Sensors, vol. 20, no. 8, April 2020

• Finding robust domain from attacks: A learning framework for blind watermarking [LINK]

Seung-Min Mun, Seung-Hun Nam, Haneol Jang, Dongkyu Kim, and Heung-Kyu Lee

Neurocomputing(Q1), vol. 337, pp. 191-202, April 2019

• Robust Template-Based Watermarking for DIBR 3D Images [LINK]

Wook-hyung Kim, Jong-Uk Hou, Han-Ul Jang, and Heung-Kyu Lee

Applied Sciences, vol. 8, no. 6, June 2018

• Cropping-resilient 3D mesh watermarking based on consistent segmentation and mesh steganalysis [LINK]

Han-Ul Jang, Hak-Yeol Choi, Jeongho Son, Dongkyu Kim, Jong-Uk Hou, Sunghee Choi, and Heung-Kyu Lee

Multimedia Tools and Applications, vol. 77, pp. 5685–5712, March 2018

• Median Filtered Image Restoration and Anti-Forensics Using Adversarial Networks [LINK]

Dongkyu Kim,  Han-Ul Jang, Seung-Min Mun, Sunghee Choi, and Heung-Kyu Lee

IEEE Signal Processing Letters, vol. 25, no, 2, pp. 278-282, February 2018

• DeepPore: Fingerprint Pore Extraction Using Deep Convolutional Neural Networks [LINK]

Han-Ul Jang, Dongkyu Kim, Seung-Min Mun, Sunghee Choi, and Heung-Kyu Lee

IEEE Signal Processing Letters, vol. 24, no, 12, pp. 1808-1812, December 2017

• Blind 3D mesh watermarking based on cropping-resilient synchronization [LINK]

Hak-Yeol Choi, Han-Ul Jang, Jeongho Son, and Heung-Kyu Lee

Multimedia Tools and Applications, vol. 76, pp. 26695–26721, December 2017

• Domain-Generalized Object Anti-Spoofing: Bridging Gaps and Patch Selection for Robust Detection across Domains [LINK]

Geonu Lee, Yonghyun Jeong, Haneol Jang, and Youngjoon Yoo

Proceedings of the 2025 IEEE/CVF Winter Conference on Applications of Computer Vision(WACV '25), Tucson, Arizona, USA, Feburary 2025

• VLR-Bench: Multilingual Benchmark Dataset for Vision-Language Retrieval Augmented Generation [LINK]

Hyeonseok Lim*, Dongjae Shin*, Seohyun Song, Inho Won, Minjun Kim, Junghun Yuk, Haneol Jang(co-corresponding), and KyungTae Lim

Proceedings of the 31st International Conference on Computational Linguistics(COLING '25, BK21 Top-Tier Computer Science Conference), Abu Dhabi, UAE, January 2025

• Dual-Stream Dual-Backbone Architecture for HyperSpectral Face Anti-Spoofing [LINK]

DongSu Kim, SeoYeon Oh, Cheoneum Park, and Haneol Jang

Proceedings of the 15th International Conference on ICT Convergence(ICTC '24, Special Track-AI), Jeju, Korea, October 2024

• Advancing Cross-Domain Generalizability in Face Anti-Spoofing: Insights, Ensemble, and Metrics [LINK]

Hyojin Kim, Jiyoon Lee, Yonghyun Jeong, Haneol Jang, and Youngjoon Yoo

Proceedings of the 2024 IEEE / CVF Computer Vision and Pattern Recognition Conference(CVPR '24) Workshops, Seattle WA, USA, June 2024

• BOK-VQA: Bilingual Outside Knowledge-based Visual Question Answering via Graph Representation Pretraining [LINK]

Minjun Kim*, SeungWoo Song*, Youhan Lee, Haneol Jang, and KyungTae Lim

Proceedings of the 2024 38th Annual AAAI Conference on Artificial Intelligence (AAAI '24, BK21 Top-Tier Computer Science Conference), Vancouver, Canada, February 2024

• Feature Aggregation Networks for Image Steganalysis [LINK]

Haneol Jang, Tae-Woo Oh, and Kibom Kim

Proceedings of the 2020 ACM Workshop on Information Hiding and Multimedia Security (IH&MMSec '20, acceptance rate=37%), Denver, USA, June 2020

• Fingerprint-PKI authentication using Zernike moments [LINK]

Haneol Jang, Dai-Kyung Hyun, Dae-Jin Jung, and Heung-Kyu Lee

Proceedings of the 2014 IEEE International Conference on Image Processing (ICIP '14), Paris, France, October 2014

• Hue modification estimation using sensor pattern noise [LINK]

Jong-Uk Hou, Haneol Jang, and Heung-Kyu Lee

Proceedings of the 2014 IEEE International Conference on Image Processing (ICIP '14), Paris, France, October 2014

• Improving Chest X-ray Image Classification Accuracy Using Contrastive Learning and Data Augmentation [LINK]

Yeon-Ju Kim, Seo-Yeon Oh, and Haneol Jang

Journal of Institute of Korean Electrical and Electronics Engineers, vol.29, no.3, September 2025

• Enhancing Zero-shot Detection of Military Object using Vision-Language Models via Prompt Tuning [LINK]

Da-Bin Kim, Woo-Jin Park, Eunkyung Kim, and Haneol Jang

Journal of Institute of Korean Electrical and Electronics Engineers, vol.29, no.3, September 2025

• Research on Military Vehicle Object Detection using Diffusion Model-based Background Reconstruction Synthetic Data [LINK]

Woo-Jin Park, Da-Bin Kim, Eunkyung Kim, and Haneol Jang

Journal of Institute of Korean Electrical and Electronics Engineers, vol.29, no.3, September 2025

• ViT-based Deepfake Detection via Regional Emphasis Weights on Eyes, Nose, and Mouth [LINK]

Ki-won Eom, Dong-Su Kim, Tae-Woo Oh, and Haneol Jang

Journal of Digital Forensics, vol.19, no.4, August 2025

• Image Distortion-Based Attention for JPEG Compressed-Domain Steganalysis [LINK]

Dong-Su Kim, Seo-Yeon Oh, Hae-Chul Choi, Tae-Woo Oh, and Haneol Jang

Journal of Digital Forensics, vol.19, no.4, August 2025

• Crop-Paste Data Augmentation Technique for Enhancing Object Detection Performance in Synthetic Aperture Radar Images [LINK]

Jisang Lee, Hyoungwon Seo, Woojin Park, Haechul Choi, Kyuheon Kim, Eun-Kyung Kim, and Haneol Jang

Journal of Institute of Korean Electrical and Electronics Engineers, vol.29, no.2, May 2025

• Effective Data Preprocessing and Augmentation Methods of SAR Images for Optical Image Translation [LINK]

Hyoungwon Seo, Jisang Lee,  Woojin Park, Haechul Choi, Kyuheon Kim, and Haneol Jang

Journal of Broadcast Engineering, vol.30, no.3, May 2025

• Effective Detection of Generated Images Using Frequency Transform [LINK]

Hyoungwon Seo, Dongsu Kim, Seoyeon Oh, Jisang Lee, and Haneol Jang

Journal of KIISE, vol.52, no.4, April 2025

• Face anti-spoofing method using contrastive learning and color jittering [LINK]

Dabin Kim, Seo-Yeon Oh, Dong-Su Kim, Cheoneum Park, and Haneol Jang

Journal of Digital Forensics, vol.18, no.5, December 2024

• Effective Data Augmentations for Cross-Domain Fingerprint Recognition [LINK]

Dong-Su Kim, Ji-Sang Lee, Seo-Yeon Oh, and Haneol Jang

Journal of Digital Forensics, vol.18, no.1, March 2024

• Efficient Steganography Detection with a Pixel Histogram-Based Approach [LINK]

Jimin Min, Minjun Kim, and Haneol Jang

KIISE Transactions on Computing Practices, vol.30, no.1, January 2024

• Lightweight Fingerprint Forgery Detection Technique Utilizing Median Filter and Ensemble Model [LINK]

Ji-Sang Lee, Dong-Su Kim, Seo-Yeon Oh, and Haneol Jang

Journal of Digital Forensics, vol.17, no.3, September 2023

• Steganalysis Learning Technique for Multi-Resolution Images [LINK]

Insu Lee, Eo-Jin Jang, Jimin Min, KyungTae Lim, and Haneol Jang

Journal of Digital Forensics, vol.16, no. 1, March 2022