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The Adversa team makes for you a weekly selection of the best research in the field of artificial intelligence security TraSw: Tracklet-Switch Adversarial Attacks against Multi-Object Tracking The development of deep neural networks has greatly influenced the progress in Multi-Object Tracking (MOT), in particular MOT trackers based on JDT (Joint-Detection-Tracking) ...

The Adversa team makes for you a weekly selection of the best research in the field of artificial intelligence security Get a Model! Model Hijacking Attack Against Machine Learning Models Machine learning is widely used in a variety of mission-critical applications, from autonomous driving to authentication systems, but this growth ...

The Adversa team makes for you a weekly selection of the best research in the field of artificial intelligence security Attacking Deep Reinforcement Learning-Based Traffic Signal Control Systems with Colluding Vehicles The rapid development of IoT and artificial AI has spurred the development of Adaptive Traffic Signal Control (ATCS) systems, ...

The Adversa team makes for you a weekly selection of the best research in the field of artificial intelligence security Attacking Video Recognition Models with Bullet-Screen Comments It has been proven that deep neural networks (DNNs) are vulnerable to malicious patches that make changes that are invisible to the human ...