Shahroz Tariq

Orcid: 0000-0001-9090-0579

Affiliations:

Data61 CSIRO, Sydney, Australia

According to our database¹, Shahroz Tariq authored at least 37 papers between 2016 and 2024.

Collaborative distances:

Dijkstra number² of four.
Erdős number³ of four.

Timeline

Legend:

Book

In proceedings

Article

PhD thesis

Dataset

Other

Bibliography

2024

Towards Human-AI Teaming to Mitigate Alert Fatigue in Security Operations Centres.

[BibT_eX]

[DOI]

Mohan Baruwal Chhetri

ACM Trans. Internet Techn., 2024

Exploring the Impact of Moire Pattern on Deepfake Detectors.

[BibT_eX]

[DOI]

Razaib Tariq

Shahroz Tariq

Simon S. Woo

CoRR, 2024

A2C: A Modular Multi-stage Collaborative Decision Framework for Human-AI Teams.

[BibT_eX]

[DOI]

Shahroz Tariq

Mohan Baruwal Chhetri

Surya Nepal

Cécile Paris

CoRR, 2024

SoK: Facial Deepfake Detectors.

[BibT_eX]

[DOI]

CoRR, 2024

Beyond the Screen: Evaluating Deepfake Detectors under Moiré Pattern Effects.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

2023

Evaluating Trustworthiness and Racial Bias in Face Recognition APIs Using Deepfakes.

[BibT_eX]

[DOI]

Shahroz Tariq

Sowon Jeon

Simon S. Woo

Computer, May, 2023

OTJR: Optimal Transport Meets Optimal Jacobian Regularization for Adversarial Robustness.

[BibT_eX]

[DOI]

Binh Minh Le

Shahroz Tariq

Simon S. Woo

CoRR, 2023

Why Do Deepfake Detectors Fail?

[BibT_eX]

[DOI]

CoRR, 2023

Deepfake in the Metaverse: Security Implications for Virtual Gaming, Meetings, and Offices.

[BibT_eX]

[DOI]

Shahroz Tariq

Alsharif Abuadbba

Kristen Moore

Proceedings of the 2nd Workshop on Security Implications of Deepfakes and Cheapfakes, 2023

Why Do Facial Deepfake Detectors Fail?

[BibT_eX]

[DOI]

Proceedings of the 2nd Workshop on Security Implications of Deepfakes and Cheapfakes, 2023

Anomaly and Novelty detection for Satellite and Drone systems (ANSD '23).

[BibT_eX]

[DOI]

Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, 2023

Towards Understanding of Deepfake Videos in the Wild.

[BibT_eX]

[DOI]

Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, 2023

2022

ORVAE: One-Class Residual Variational Autoencoder for Voice Activity Detection in Noisy Environment.

[BibT_eX]

[DOI]

Neural Process. Lett., 2022

A Survey of Deep Learning-Based Object Detection Methods and Datasets for Overhead Imagery.

[BibT_eX]

[DOI]

IEEE Access, 2022

Am I a Real or Fake Celebrity? Evaluating Face Recognition and Verification APIs under Deepfake Impersonation Attack.

[BibT_eX]

[DOI]

Shahroz Tariq

Sowon Jeon

Simon S. Woo

Proceedings of the WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25, 2022

PTD: privacy-preserving human face processing framework using tensor decomposition.

[BibT_eX]

[DOI]

Jeongho Kim

Shahroz Tariq

Simon S. Woo

Proceedings of the SAC '22: The 37th ACM/SIGAPP Symposium on Applied Computing, Virtual Event, April 25, 2022

Towards an Awareness of Time Series Anomaly Detection Models' Adversarial Vulnerability.

[BibT_eX]

[DOI]

Shahroz Tariq

Binh Minh Le

Simon S. Woo

Proceedings of the 31st ACM International Conference on Information & Knowledge Management, 2022

WDC'22: 1st Workshop on the Security Implications of Deepfakes and Cheapfakes.

[BibT_eX]

[DOI]

Simon S. Woo

Shahroz Tariq

Hyoungshick Kim

Proceedings of the ASIA CCS '22: ACM Asia Conference on Computer and Communications Security, Nagasaki, Japan, 30 May 2022, 2022

2021

FakeAVCeleb: A Novel Audio-Video Multimodal Deepfake Dataset.

[BibT_eX]

[DOI]

Hasam Khalid

Shahroz Tariq

Simon S. Woo

CoRR, 2021

Am I a Real or Fake Celebrity? Measuring Commercial Face Recognition Web APIs under Deepfake Impersonation Attack.

[BibT_eX]

[DOI]

Shahroz Tariq

Sowon Jeon

Simon S. Woo

CoRR, 2021

Detecting handcrafted facial image manipulations and GAN-generated facial images using Shallow-FakeFaceNet.

[BibT_eX]

[DOI]

Appl. Soft Comput., 2021

One Detector to Rule Them All: Towards a General Deepfake Attack Detection Framework.

[BibT_eX]

[DOI]

Shahroz Tariq

Sangyup Lee

Simon S. Woo

Proceedings of the WWW '21: The Web Conference 2021, 2021

TAR: Generalized Forensic Framework to Detect Deepfakes Using Weakly Supervised Learning.

[BibT_eX]

[DOI]

Proceedings of the ICT Systems Security and Privacy Protection, 2021

FakeAVCeleb: A Novel Audio-Video Multimodal Deepfake Dataset.

[BibT_eX]

[DOI]

Proceedings of the Neural Information Processing Systems Track on Datasets and Benchmarks 1, 2021

CoReD: Generalizing Fake Media Detection with Continual Representation using Distillation.

[BibT_eX]

[DOI]

Minha Kim

Shahroz Tariq

Simon S. Woo

Proceedings of the MM '21: ACM Multimedia Conference, Virtual Event, China, October 20, 2021

Evaluation of an Audio-Video Multimodal Deepfake Dataset using Unimodal and Multimodal Detectors.

[BibT_eX]

[DOI]

Proceedings of the ADGD '21: Proceedings of the 1st Workshop on Synthetic Multimedia, 2021

FReTAL: Generalizing Deepfake Detection Using Knowledge Distillation and Representation Learning.

[BibT_eX]

[DOI]

Minha Kim

Shahroz Tariq

Simon S. Woo

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2021

2020

A Convolutional LSTM based Residual Network for Deepfake Video Detection.

[BibT_eX]

[DOI]

Shahroz Tariq

Sangyup Lee

Simon S. Woo

CoRR, 2020

CAN-ADF: The controller area network attack detection framework.

[BibT_eX]

[DOI]

Comput. Secur., 2020

CANTransfer: transfer learning based intrusion detection on a controller area network using convolutional LSTM network.

[BibT_eX]

[DOI]

Shahroz Tariq

Sangyup Lee

Simon S. Woo

Proceedings of the SAC '20: The 35th ACM/SIGAPP Symposium on Applied Computing, online event, [Brno, Czech Republic], March 30, 2020

ITAD: Integrative Tensor-based Anomaly Detection System for Reducing False Positives of Satellite Systems.

[BibT_eX]

[DOI]

Proceedings of the CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, 2020

2019

GAN is a friend or foe?: a framework to detect various fake face images.

[BibT_eX]

[DOI]

Proceedings of the 34th ACM/SIGAPP Symposium on Applied Computing, 2019

AuthGPS: Lightweight GPS Authentication against GPS and LTE Spoofing.

[BibT_eX]

[DOI]

Shahroz Tariq

Hoyoung Kim

Jihoon Ryoo

Proceedings of the 17th Annual International Conference on Mobile Systems, 2019

Detecting Anomalies in Space using Multivariate Convolutional LSTM with Mixtures of Probabilistic PCA.

[BibT_eX]

[DOI]

Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2019

2018

Detecting In-vehicle CAN Message Attacks Using Heuristics and RNNs.

[BibT_eX]

[DOI]

Proceedings of the Information and Operational Technology Security Systems, 2018

Detecting Both Machine and Human Created Fake Face Images In the Wild.

[BibT_eX]

[DOI]

Proceedings of the 2nd International Workshop on Multimedia Privacy and Security, 2018

2016

Controlled parking for self-driving cars.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE International Conference on Systems, Man, and Cybernetics, 2016

Shahroz Tariq

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