Shahroz Tariq

Orcid: 0000-0001-9090-0579

Affiliations:
  • Data61 CSIRO, Sydney, Australia


According to our database1, Shahroz Tariq authored at least 34 papers between 2016 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
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Links

Online presence:

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Bibliography

2024
A2C: A Modular Multi-stage Collaborative Decision Framework for Human-AI Teams.
CoRR, 2024

SoK: Facial Deepfake Detectors.
CoRR, 2024

2023
Evaluating Trustworthiness and Racial Bias in Face Recognition APIs Using Deepfakes.
Computer, May, 2023

OTJR: Optimal Transport Meets Optimal Jacobian Regularization for Adversarial Robustness.
CoRR, 2023

Why Do Deepfake Detectors Fail?
CoRR, 2023

Deepfake in the Metaverse: Security Implications for Virtual Gaming, Meetings, and Offices.
Proceedings of the 2nd Workshop on Security Implications of Deepfakes and Cheapfakes, 2023

Why Do Facial Deepfake Detectors Fail?
Proceedings of the 2nd Workshop on Security Implications of Deepfakes and Cheapfakes, 2023

Anomaly and Novelty detection for Satellite and Drone systems (ANSD '23).
Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, 2023

Towards Understanding of Deepfake Videos in the Wild.
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.
Neural Process. Lett., 2022

A Survey of Deep Learning-Based Object Detection Methods and Datasets for Overhead Imagery.
IEEE Access, 2022

Am I a Real or Fake Celebrity? Evaluating Face Recognition and Verification APIs under Deepfake Impersonation Attack.
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.
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.
Proceedings of the 31st ACM International Conference on Information & Knowledge Management, 2022

WDC'22: 1st Workshop on the Security Implications of Deepfakes and Cheapfakes.
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.
CoRR, 2021

Am I a Real or Fake Celebrity? Measuring Commercial Face Recognition Web APIs under Deepfake Impersonation Attack.
CoRR, 2021

Detecting handcrafted facial image manipulations and GAN-generated facial images using Shallow-FakeFaceNet.
Appl. Soft Comput., 2021

One Detector to Rule Them All: Towards a General Deepfake Attack Detection Framework.
Proceedings of the WWW '21: The Web Conference 2021, 2021

TAR: Generalized Forensic Framework to Detect Deepfakes Using Weakly Supervised Learning.
Proceedings of the ICT Systems Security and Privacy Protection, 2021

FakeAVCeleb: A Novel Audio-Video Multimodal Deepfake Dataset.
Proceedings of the Neural Information Processing Systems Track on Datasets and Benchmarks 1, 2021

CoReD: Generalizing Fake Media Detection with Continual Representation using Distillation.
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.
Proceedings of the ADGD '21: Proceedings of the 1st Workshop on Synthetic Multimedia, 2021

FReTAL: Generalizing Deepfake Detection Using Knowledge Distillation and Representation Learning.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2021

2020
A Convolutional LSTM based Residual Network for Deepfake Video Detection.
CoRR, 2020

CAN-ADF: The controller area network attack detection framework.
Comput. Secur., 2020

CANTransfer: transfer learning based intrusion detection on a controller area network using convolutional LSTM network.
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.
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.
Proceedings of the 34th ACM/SIGAPP Symposium on Applied Computing, 2019

AuthGPS: Lightweight GPS Authentication against GPS and LTE Spoofing.
Proceedings of the 17th Annual International Conference on Mobile Systems, 2019

Detecting Anomalies in Space using Multivariate Convolutional LSTM with Mixtures of Probabilistic PCA.
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.
Proceedings of the Information and Operational Technology Security Systems, 2018

Detecting Both Machine and Human Created Fake Face Images In the Wild.
Proceedings of the 2nd International Workshop on Multimedia Privacy and Security, 2018

2016
Controlled parking for self-driving cars.
Proceedings of the 2016 IEEE International Conference on Systems, Man, and Cybernetics, 2016


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