The Adversa team makes for you a weekly selection of the best research in the field of artificial intelligence security You Cannot Easily Catch Me: A Low-Detectable Adversarial Patch for Object Detectors Machine learning models can easily be confused with blind spots or common deceits. Digital “stickers,” also called adversarial ...
Biases is something that can significantly affect how smart systems work The AI-Bias Problem And How Fintechs Should Be Fighting It: A Deep-Dive With Sam Farao Forbes, September 29, 2021 Sam Farao, one of Norway’s leading Iranian entrepreneurs, shares his thoughts on biases in AI, with a focus on fintech. ...
The Adversa team makes for you a weekly selection of the best research in the field of artificial intelligence security MUTEN: Boosting Gradient-Based Adversarial Attacks via Mutant-Based Ensembles Deep neural networks are deeply vulnerable to adversarial examples, and this has led to a huge amount of research to strengthen models ...
Knowledge about artificial intelligence and its security needs to be constantly improved A developer’s guide to machine learning security TechTalks, September 24, 2021 Machine learning has become more widespread today. However, the main problem in machine learning today is adversarial attacks. And since this type of attack is quite different ...
The Adversa team makes for you a weekly selection of the best research in the field of artificial intelligence security DeSMP: Differential Privacy-exploited Stealthy Model Poisoning Attacks in Federated Learning Federated learning (FL) has recently gained particular attention as a machine learning technique due to its ability to effectively protect ...
Hobbling Computer Vision Datasets Against Unauthorized Use Unite.AI, September 17, 2021 Researchers from China have introduced a new copyright protection method for image datasets that are used to teach computer vision. The new method is based on the fact that the images are first get ‘watermarked’ and then the decryption ...
The Adversa team makes for you a weekly selection of the best research in the field of artificial intelligence security Dodging Attack Using Carefully Crafted Natural Makeup One of the areas of application of deep learning face recognition models is surveillance systems in public places, which require face identification. Physical ...
AI serves not only for good. Adversaries can use it and advance their attacks Researchers have created a new technique to stop adversarial attacks The Next Web, September 7, 2021 As artificial intelligence systems become components of many critical applications, the issue of their security is growing. At the ...
The Adversa team makes for you a weekly selection of the best research in the field of artificial intelligence security Eyes Tell All: Irregular Pupil Shapes Reveal GAN-generated Faces Generative Network of Opponents (GAN) are highly developed and are often used to create highly realistic photographs that can be used, ...
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