Secure AI Weekly

How to Secure Artificial Intelligence (AI): Threats, Approaches, Lessons So Far GoogleCloud, September 19, 2022 In the latest Google Cloud Security Podcast episode, Alex Polyakov was interviewed by Anton Chuvakin and Timothy Peacock, renowned Cybersecurity experts from Google. They discussed actual topics in Assessing and Defending AI. Adversa has analyzed ...

Prompt injection attacks against GPT-3 Simon Willison, September 12, 2022 Simon Willison’s article provides examples of how the GPT-3 model (and potentially any other large language model) can be used for automatic language translation, a task that performs well, but only on the condition that it is not being fooled ...

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 ...

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 ...