Controlled parking for self-driving cars. - Shahroz Tariq; Hyunsoo Choi; C. M. Wasiq; Heemin Park (SMC, 2016)

Detecting Both Machine and Human Created Fake Face Images In the Wild. - Shahroz Tariq; Sangyup Lee; Hoyoung Kim; Youjin Shin; Simon S. Woo (MPS@CCS, 2018)

Detecting In-vehicle CAN Message Attacks Using Heuristics and RNNs. - Shahroz Tariq; Sangyup Lee; Huy Kang Kim; Simon S. Woo (IOSec@RAID, 2018)

Detecting Anomalies in Space using Multivariate Convolutional LSTM with Mixtures of Probabilistic PCA. - Shahroz Tariq; Sangyup Lee; Youjin Shin; Myeong Shin Lee; Okchul Jung; Daewon Chung; Simon S. Woo (KDD, 2019)

AuthGPS: Lightweight GPS Authentication against GPS and LTE Spoofing. - Shahroz Tariq; Hoyoung Kim; Jihoon Ryoo (MobiSys, 2019)

GAN is a friend or foe?: a framework to detect various fake face images. - Shahroz Tariq; Sangyup Lee; Hoyoung Kim; Youjin Shin; Simon S. Woo (SAC, 2019)

ITAD: Integrative Tensor-based Anomaly Detection System for Reducing False Positives of Satellite Systems. - Youjin Shin; Sangyup Lee; Shahroz Tariq; Myeong Shin Lee; Okchul Jung; Daewon Chung; Simon S. Woo (CIKM, 2020)

CANTransfer: transfer learning based intrusion detection on a controller area network using convolutional LSTM network. - Shahroz Tariq; Sangyup Lee; Simon S. Woo (SAC, 2020)

CAN-ADF: The controller area network attack detection framework. - Shahroz Tariq; Sangyup Lee; Huy Kang Kim; Simon S. Woo (Comput. Secur., 2020)

A Convolutional LSTM based Residual Network for Deepfake Video Detection. - Shahroz Tariq; Sangyup Lee; Simon S. Woo (CoRR, 2020)

FReTAL: Generalizing Deepfake Detection Using Knowledge Distillation and Representation Learning. - Minha Kim; Shahroz Tariq; Simon S. Woo (CVPR Workshops, 2021)

Evaluation of an Audio-Video Multimodal Deepfake Dataset using Unimodal and Multimodal Detectors. - Hasam Khalid; Minha Kim; Shahroz Tariq; Simon S. Woo (ADGD @ ACM Multimedia, 2021)

CoReD: Generalizing Fake Media Detection with Continual Representation using Distillation. - Minha Kim; Shahroz Tariq; Simon S. Woo (ACM Multimedia, 2021)

FakeAVCeleb: A Novel Audio-Video Multimodal Deepfake Dataset. - Hasam Khalid; Shahroz Tariq; Minha Kim; Simon S. Woo (NeurIPS Datasets and Benchmarks, 2021)

TAR: Generalized Forensic Framework to Detect Deepfakes Using Weakly Supervised Learning. - Sangyup Lee; Shahroz Tariq; Junyaup Kim; Simon S. Woo (SEC, 2021)

One Detector to Rule Them All: Towards a General Deepfake Attack Detection Framework. - Shahroz Tariq; Sangyup Lee; Simon S. Woo (WWW, 2021)

Detecting handcrafted facial image manipulations and GAN-generated facial images using Shallow-FakeFaceNet. - Sangyup Lee; Shahroz Tariq; Youjin Shin; Simon S. Woo (Appl. Soft Comput., 2021)

Am I a Real or Fake Celebrity? Measuring Commercial Face Recognition Web APIs under Deepfake Impersonation Attack. - Shahroz Tariq; Sowon Jeon; Simon S. Woo (CoRR, 2021)

FakeAVCeleb: A Novel Audio-Video Multimodal Deepfake Dataset. - Hasam Khalid; Shahroz Tariq; Simon S. Woo (CoRR, 2021)

WDC'22: 1st Workshop on the Security Implications of Deepfakes and Cheapfakes. - Simon S. Woo; Shahroz Tariq; Hyoungshick Kim (AsiaCCS, 2022)

Towards an Awareness of Time Series Anomaly Detection Models' Adversarial Vulnerability. - Shahroz Tariq; Binh Minh Le; Simon S. Woo (CIKM, 2022)

PTD: privacy-preserving human face processing framework using tensor decomposition. - Jeongho Kim 007; Shahroz Tariq; Simon S. Woo (SAC, 2022)

Am I a Real or Fake Celebrity? Evaluating Face Recognition and Verification APIs under Deepfake Impersonation Attack. - Shahroz Tariq; Sowon Jeon; Simon S. Woo (WWW, 2022)

A Survey of Deep Learning-Based Object Detection Methods and Datasets for Overhead Imagery. - Junhyung Kang; Shahroz Tariq; Han Oh; Simon S. Woo (IEEE Access, 2022)

ORVAE: One-Class Residual Variational Autoencoder for Voice Activity Detection in Noisy Environment. - Hasam Khalid; Shahroz Tariq; TaeSoo Kim; Jong Hwan Ko; Simon S. Woo (Neural Process. Lett., 2022)

Towards Understanding of Deepfake Videos in the Wild. - Beomsang Cho; Binh Minh Le; Jiwon Kim; Simon S. Woo; Shahroz Tariq; Alsharif Abuadbba; Kristen Moore (CIKM, 2023)

Anomaly and Novelty detection for Satellite and Drone systems (ANSD '23). - Shahroz Tariq; Daewon Chung; Simon S. Woo; Youjin Shin (CIKM, 2023)

Why Do Facial Deepfake Detectors Fail? - Binh Minh Le; Shahroz Tariq; Alsharif Abuadbba; Kristen Moore; Simon S. Woo (WDC@AsiaCCS, 2023)

Deepfake in the Metaverse: Security Implications for Virtual Gaming, Meetings, and Offices. - Shahroz Tariq; Alsharif Abuadbba; Kristen Moore (WDC@AsiaCCS, 2023)

Why Do Deepfake Detectors Fail? - Binh Minh Le; Shahroz Tariq; Alsharif Abuadbba; Kristen Moore; Simon S. Woo (CoRR, 2023)

OTJR: Optimal Transport Meets Optimal Jacobian Regularization for Adversarial Robustness. - Binh Minh Le; Shahroz Tariq; Simon S. Woo (CoRR, 2023)

Evaluating Trustworthiness and Racial Bias in Face Recognition APIs Using Deepfakes. - Shahroz Tariq; Sowon Jeon; Simon S. Woo (Computer, 2023)

Bridging Optimal Transport and Jacobian Regularization by Optimal Trajectory for Enhanced Adversarial Defense. - Binh Minh Le; Shahroz Tariq; Simon S. Woo (ACCV (7), 2024)

Beyond the Screen: Evaluating Deepfake Detectors under Moiré Pattern Effects. - Razaib Tariq; Minji Heo; Simon S. Woo; Shahroz Tariq (CVPR Workshops, 2024)

Exploring the Impact of Moire Pattern on Deepfake Detectors. - Razaib Tariq; Shahroz Tariq; Simon S. Woo (ICIP, 2024)

SoK: Facial Deepfake Detectors. - Binh Minh Le; Jiwon Kim; Shahroz Tariq; Kristen Moore; Alsharif Abuadbba; Simon S. Woo (CoRR, 2024)

Towards a criteria-based approach to selecting human-AI interaction mode. - Jessica Irons; Patrick S. Cooper; Melanie J. McGrath; Shahroz Tariq; Andreas Duenser (CoRR, 2024)

Towards Human-AI Teaming to Mitigate Alert Fatigue in Security Operations Centres. - Mohan Baruwal Chhetri; Shahroz Tariq; Ronal Singh; Fatemeh Jalalvand; Cécile Paris; Surya Nepal (ACM Trans. Internet Techn., 2024)

Towards Effective Identification of Attack Techniques in Cyber Threat Intelligence Reports using Large Language Models. - Hoang Cuong Nguyen; Shahroz Tariq; Mohan Baruwal Chhetri; Bao Quoc Vo (WWW (Companion Volume), 2025)

A2C: A modular multi-stage collaborative decision framework for human-AI teams. - Shahroz Tariq; Mohan Baruwal Chhetri; Surya Nepal; Cécile Paris (Expert Syst. Appl., 2025)

Through the Lens: Benchmarking Deepfake Detectors Against Moiré-Induced Distortions. - Razaib Tariq; Minji Heo; Shahroz Tariq; Simon S. Woo (Zenodo, 2025)

Bridging Expertise Gaps: The Role of LLMs in Human-AI Collaboration for Cybersecurity. - Shahroz Tariq; Ronal Singh; Mohan Baruwal Chhetri; Surya Nepal; Cécile Paris (CoRR, 2025)

LLMs Are Not Yet Ready for Deepfake Image Detection. - Shahroz Tariq; David Nguyen; M. A. P. Chamikara; Tingmin Wu; Alsharif Abuadbba; Kristen Moore (CoRR, 2025)

Alert Fatigue in Security Operations Centres: Research Challenges and Opportunities. - Shahroz Tariq; Mohan Baruwal Chhetri; Surya Nepal; Cécile Paris (ACM Comput. Surv., 2025)