Shahroz Tariq

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 43

Top Topics

Face Recognition

Tensor Decomposition

Weakly Supervised Learning

Top Venues

Publications

Shahroz Tariq, Mohan Baruwal Chhetri, Surya Nepal, Cécile Paris
A2C: A Modular Multi-stage Collaborative Decision Framework for Human-AI Teams. CoRR (2024)
Binh M. Le, Jiwon Kim, Shahroz Tariq, Kristen Moore, Alsharif Abuadbba, Simon S. Woo
SoK: Facial Deepfake Detectors. CoRR (2024)
Razaib Tariq, Shahroz Tariq, Simon S. Woo
Exploring the Impact of Moire Pattern on Deepfake Detectors. CoRR (2024)
Binh Le, Shahroz Tariq, Alsharif Abuadbba, Kristen Moore, Simon S. Woo
Why Do Deepfake Detectors Fail? CoRR (2023)
Shahroz Tariq, Sowon Jeon, Simon S. Woo
Evaluating Trustworthiness and Racial Bias in Face Recognition APIs Using Deepfakes. Computer 56 (5) (2023)
Beomsang Cho, Binh M. Le, Jiwon Kim, Simon S. Woo, Shahroz Tariq, Alsharif Abuadbba, Kristen Moore
Towards Understanding of Deepfake Videos in the Wild. CoRR (2023)
Shahroz Tariq, Alsharif Abuadbba, Kristen Moore
Deepfake in the Metaverse: Security Implications for Virtual Gaming, Meetings, and Offices. CoRR (2023)
Beomsang Cho, Binh M. Le, Jiwon Kim, Simon S. Woo, Shahroz Tariq, Alsharif Abuadbba, Kristen Moore
Towards Understanding of Deepfake Videos in the Wild. CIKM (2023)
Binh M. Le, Shahroz Tariq, Simon S. Woo
OTJR: Optimal Transport Meets Optimal Jacobian Regularization for Adversarial Robustness. CoRR (2023)
Binh Le, Shahroz Tariq, Alsharif Abuadbba, Kristen Moore, Simon S. Woo
Why Do Facial Deepfake Detectors Fail? WDC@AsiaCCS (2023)
Shahroz Tariq, Daewon Chung, Simon Woo, Youjin Shin
Anomaly and Novelty detection for Satellite and Drone systems (ANSD '23). CIKM (2023)
Shahroz Tariq, Alsharif Abuadbba, Kristen Moore
Deepfake in the Metaverse: Security Implications for Virtual Gaming, Meetings, and Offices. WDC@AsiaCCS (2023)
Jeongho Kim, Shahroz Tariq, Simon S. Woo
PTD: privacy-preserving human face processing framework using tensor decomposition. SAC (2022)
Shahroz Tariq, Sowon Jeon, Simon S. Woo
Am I a Real or Fake Celebrity? Evaluating Face Recognition and Verification APIs under Deepfake Impersonation Attack. WWW (2022)
Hasam Khalid, Shahroz Tariq, TaeSoo Kim, Jong Hwan Ko, Simon S. Woo
ORVAE: One-Class Residual Variational Autoencoder for Voice Activity Detection in Noisy Environment. Neural Process. Lett. 54 (3) (2022)
Shahroz Tariq, Binh M. Le, Simon S. Woo
Towards an Awareness of Time Series Anomaly Detection Models' Adversarial Vulnerability. CIKM (2022)
Shahroz Tariq, Binh M. Le, Simon S. Woo
Towards an Awareness of Time Series Anomaly Detection Models' Adversarial Vulnerability. CoRR (2022)
Junhyung Kang, Shahroz Tariq, Han Oh, Simon S. Woo
A Survey of Deep Learning-Based Object Detection Methods and Datasets for Overhead Imagery. IEEE Access 10 (2022)
Simon S. Woo, Shahroz Tariq, Hyoungshick Kim
WDC'22: 1st Workshop on the Security Implications of Deepfakes and Cheapfakes. AsiaCCS (2022)
Minha Kim, Shahroz Tariq, Simon S. Woo
FReTAL: Generalizing Deepfake Detection Using Knowledge Distillation and Representation Learning. CVPR Workshops (2021)
Hasam Khalid, Minha Kim, Shahroz Tariq, Simon S. Woo
Evaluation of an Audio-Video Multimodal Deepfake Dataset using Unimodal and Multimodal Detectors. ADGD @ ACM Multimedia (2021)
Hasam Khalid, Shahroz Tariq, Simon S. Woo
FakeAVCeleb: A Novel Audio-Video Multimodal Deepfake Dataset. CoRR (2021)
Hasam Khalid, Shahroz Tariq, Minha Kim, Simon S. Woo
FakeAVCeleb: A Novel Audio-Video Multimodal Deepfake Dataset. NeurIPS Datasets and Benchmarks (2021)
Sangyup Lee, Shahroz Tariq, Junyaup Kim, Simon S. Woo
TAR: Generalized Forensic Framework to Detect Deepfakes using Weakly Supervised Learning. CoRR (2021)
Minha Kim, Shahroz Tariq, Simon S. Woo
FReTAL: Generalizing Deepfake Detection using Knowledge Distillation and Representation Learning. CoRR (2021)
Shahroz Tariq, Sowon Jeon, Simon S. Woo
Am I a Real or Fake Celebrity? Measuring Commercial Face Recognition Web APIs under Deepfake Impersonation Attack. CoRR (2021)
Shahroz Tariq, Sangyup Lee, Simon S. Woo
One Detector to Rule Them All: Towards a General Deepfake Attack Detection Framework. CoRR (2021)
Shahroz Tariq, Sangyup Lee, Simon S. Woo
One Detector to Rule Them All: Towards a General Deepfake Attack Detection Framework. WWW (2021)
Sangyup Lee, Shahroz Tariq, Youjin Shin, Simon S. Woo
Detecting handcrafted facial image manipulations and GAN-generated facial images using Shallow-FakeFaceNet. Appl. Soft Comput. 105 (2021)
Hasam Khalid, Minha Kim, Shahroz Tariq, Simon S. Woo
Evaluation of an Audio-Video Multimodal Deepfake Dataset using Unimodal and Multimodal Detectors. CoRR (2021)
Sangyup Lee, Shahroz Tariq, Junyaup Kim, Simon S. Woo
TAR: Generalized Forensic Framework to Detect Deepfakes Using Weakly Supervised Learning. SEC (2021)
Minha Kim, Shahroz Tariq, Simon S. Woo
CoReD: Generalizing Fake Media Detection with Continual Representation using Distillation. CoRR (2021)
Minha Kim, Shahroz Tariq, Simon S. Woo
CoReD: Generalizing Fake Media Detection with Continual Representation using Distillation. ACM Multimedia (2021)
Shahroz Tariq, Sangyup Lee, Huy Kang Kim, Simon S. Woo
CAN-ADF: The controller area network attack detection framework. Comput. Secur. 94 (2020)
Shahroz Tariq, Sangyup Lee, Simon S. Woo
A Convolutional LSTM based Residual Network for Deepfake Video Detection. CoRR (2020)
Shahroz Tariq, Sangyup Lee, Simon S. Woo
CANTransfer: transfer learning based intrusion detection on a controller area network using convolutional LSTM network. SAC (2020)
Youjin Shin, Sangyup Lee, Shahroz Tariq, Myeong Shin Lee, Okchul Jung, Daewon Chung, Simon S. Woo
ITAD: Integrative Tensor-based Anomaly Detection System for Reducing False Positives of Satellite Systems. CIKM (2020)
Shahroz Tariq, Hoyoung Kim, Jihoon Ryoo
AuthGPS: Lightweight GPS Authentication against GPS and LTE Spoofing. MobiSys (2019)
Shahroz Tariq, Sangyup Lee, Hoyoung Kim, Youjin Shin, Simon S. Woo
GAN is a friend or foe?: a framework to detect various fake face images. SAC (2019)
Shahroz Tariq, Sangyup Lee, Youjin Shin, Myeong Shin Lee, Okchul Jung, Daewon Chung, Simon S. Woo
Detecting Anomalies in Space using Multivariate Convolutional LSTM with Mixtures of Probabilistic PCA. KDD (2019)
Shahroz Tariq, Sangyup Lee, Hoyoung Kim, Youjin Shin, Simon S. Woo
Detecting Both Machine and Human Created Fake Face Images In the Wild. MPS@CCS (2018)
Shahroz Tariq, Sangyup Lee, Huy Kang Kim, Simon S. Woo
Detecting In-vehicle CAN Message Attacks Using Heuristics and RNNs. IOSec@RAID (2018)
Shahroz Tariq, Hyunsoo Choi, C. M. Wasiq, Heemin Park
Controlled parking for self-driving cars. SMC (2016)