CAN-ADF: The controller area network attack detection framework von Tariq, Shahroz, Lee, Sangyup, Kim, Huy Kang, Woo, Simon S.

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Evaluating Trustworthiness and Racial Bias in Face Recognition APIs Using Deepfakes von Tariq, Shahroz, Jeon, Sowon, Woo, Simon S.

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A Survey of Deep Learning-Based Object Detection Methods and Datasets for Overhead Imagery von Kang, Junhyung, Tariq, Shahroz, Oh, Han, Woo, Simon S.

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Detecting handcrafted facial image manipulations and GAN-generated facial images using Shallow-FakeFaceNet von Lee, Sangyup, Tariq, Shahroz, Shin, Youjin, Woo, Simon S.

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Deepfake in the Metaverse: Security Implications for Virtual Gaming, Meetings, and Offices von Shahroz Tariq, Alsharif Abuadbba, Moore, Kristen

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Towards an Awareness of Time Series Anomaly Detection Models' Adversarial Vulnerability von Shahroz Tariq, Le, Binh M, Woo, Simon S

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Why Do Facial Deepfake Detectors Fail? von Le, Binh, Shahroz Tariq, Alsharif Abuadbba, Moore, Kristen, Woo, Simon

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Towards Human-AI Teaming to Mitigate Alert Fatigue in Security Operations Centres von Baruwal Chhetri, Mohan, Tariq, Shahroz, Singh, Ronal, Jalalvand, Fatemeh, Paris, Cecile, Nepal, Surya

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CoReD: Generalizing Fake Media Detection with Continual Representation using Distillation von Kim, Minha, Shahroz Tariq, Woo, Simon S

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One Detector to Rule Them All: Towards a General Deepfake Attack Detection Framework von Shahroz Tariq, Lee, Sangyup, Woo, Simon S

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Distance adaptive graph convolutional gated network-based smart air quality monitoring and health risk prediction in sensor-devoid urban areas von Tariq, Shahzeb, Tariq, Shahroz, Kim, SangYoun, Woo, Simon S., Yoo, ChangKyoo

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Towards Understanding of Deepfake Videos in the Wild von Cho, Beomsang, Le, Binh M, Kim, Jiwon, Woo, Simon, Shahroz Tariq, Alsharif Abuadbba, Moore, Kristen

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Evaluation of an Audio-Video Multimodal Deepfake Dataset using Unimodal and Multimodal Detectors von Hasam Khalid, Kim, Minha, Shahroz Tariq, Woo, Simon S

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ORVAE: One-Class Residual Variational Autoencoder for Voice Activity Detection in Noisy Environment von Khalid, Hasam, Tariq, Shahroz, Kim, TaeSoo, Ko, Jong Hwan, Woo, Simon S.

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Exploring the Impact of Moire Pattern on Deepfake Detectors von Tariq, Razaib, Tariq, Shahroz, Woo, Simon S

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Detecting In-vehicle CAN Message Attacks Using Heuristics and RNNs von Tariq, Shahroz, Lee, Sangyup, Kim, Huy Kang, Woo, Simon S.

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Towards a criteria-based approach to selecting human-AI interaction mode von Irons, Jessica, Cooper, Patrick, McGrath, Melanie, Tariq, Shahroz, Duenser, Andreas

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A2C: A Modular Multi-stage Collaborative Decision Framework for Human-AI Teams von Tariq, Shahroz, Chhetri, Mohan Baruwal, Nepal, Surya, Paris, Cecile

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Bridging Optimal Transport and Jacobian Regularization by Optimal Trajectory for Enhanced Adversarial Defense von Le, Binh M, Tariq, Shahroz, Woo, Simon S

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FReTAL: Generalizing Deepfake Detection using Knowledge Distillation and Representation Learning von Kim, Minha, Tariq, Shahroz, Woo, Simon S

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