Cybersecurity Threats Loom Over Endpoint AI Systems EETimes Asia, September 6, 2022 IoT systems have evolved to a high level of development and products are issued with certificates that guarantee the protection of intellectual property. Additionally, adversarial attacks are being carried out and new threats are penetrating safe zones. Adversarial ...
Is there a security problem in applied machine learning? Linkedin, September 1, 2022 We see how machine learning is used in our life: it is implemented almost in all industries. Solutions based on machine learning shape our lifestyle. However, along with their expansion, the number and severity of security problems ...
NIST’s image standards could become win or lose factor for gov biometrics contractors BiometricUpdate, August 22, 2022 The face image quality standard, which could be in place by early 2024, is being elaborated by the US government. This vendor-independent standard will serve to evaluate the usefulness of an image for ...
Carrying out vulnerabilities in machine learning models as part of the study is necessary for further successful work on potential attacks and defenses. And here is a selection of the most interesting studies for July 2022. Membership Inference Attacks via Adversarial Examples Why is it important? A few examples are ...
Reinforcement learning models are prone to membership inference attacks TechTalks, August 15, 2022 Machine learning is becoming part of most of applications we use every day with increasing attention being paid to identifying and mitigating threats to the security and privacy of machine learning models. Yet some areas of machine ...
AI Auditing: The Uncharted Waters of AI Research IEAI, August 2022 What is an audit for artificial intelligence systems? An audit is a procedure that allows you to get a complete overview of the current and past performance of an AI system. Why is it needed? Audit for AI systems ...
Large Language AI Models Have Real Security Benefits DarkReading, August 3, 2022 We usually don’t cover how AI is helping in security but this one is curious and optimistic. The third version of the Generative Pre-trained Transformer, better known as GPT-3, is a large neural network built from wide training ...
Enhancing the safety of autonomous vehicles in critical scenarios Tech Xplore, July 26, 2022 Ingrid Fadelli The framework, developed by researchers at the University of Ulm in Germany, is designed to detect potential threats around self-driving vehicles in real time. It could help make them safer in urban and high-dynamic ...
Carrying out vulnerabilities in machine learning models as part of the study is necessary for further successful work on potential attacks and defenses. And here is a selection of the most interesting studies for June 2022. This time the topic of various Backdoors in AI is getting more attention, as ...
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