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, ...
AI serves not only for good. Adversaries can use it and advance their attacks Facebook apologizes after its AI software labels Black men ‘primates’ in a video featured on the platform Facebook apologized for the error of its AI-based software Facebook representatives expressed their regrets for the company’s artificial intelligence ...
The Adversa team makes for you a weekly selection of the best research in the field of artificial intelligence security Physical Adversarial Attacks on an Aerial Imagery Object Detector Deep neural networks (DNNs) provide significant assistance in processing of aerial imagery taken with the help of earth-observing satellite platforms. However, since ...
Introducing Universal LLM Jailbreak approach. Subscribe for the latest AI Jailbreaks, Attacks and Vulnerabilities If you want more news and valuable insights on a weekly and even daily basis, follow our LinkedIn to join a community of other experts discussing the latest news. In the world of artificial intelligence (AI), [...]
